Results for decision tree classifier#
import numpy as np
import pandas as pd
from imblearn.over_sampling import RandomOverSampler
from sklearn import preprocessing
from sklearn.metrics import classification_report
from sklearn.model_selection import TimeSeriesSplit
from sklearn.tree import DecisionTreeClassifier
# import data
df = pd.read_csv("data/SCADA_downtime_merged.csv", skip_blank_lines=True)
# list of turbines to plot
list1 = list(df["turbine_id"].unique())
# sort turbines in ascending order
list1 = sorted(list1, key=int)
# list of categories
list2 = list(df["TurbineCategory_id"].unique())
# remove NaN from list
list2 = [g for g in list2 if g >= 0]
# sort categories in ascending order
list2 = sorted(list2, key=int)
# categories to remove
list2 = [m for m in list2 if m not in (1, 12, 13, 14, 15, 17, 21, 22)]
list4 = list(range(0, 14))
list5 = list(zip(list4, list2))
# filter only data for turbine x
for x in list1:
dfx = df[(df["turbine_id"] == x)].copy()
# copying fault to new column (mins) (fault when turbine category id is y)
for y in list2:
def ff(c):
if c["TurbineCategory_id"] == y:
return 0
else:
return 1
dfx["mins"] = dfx.apply(ff, axis=1)
# sort values by timestamp in descending order
dfx = dfx.sort_values(by="timestamp", ascending=False)
# reset index
dfx.reset_index(drop=True, inplace=True)
# assigning value to first cell if it's not 0
if dfx.loc[0, "mins"] == 0:
dfx.set_value(0, "mins", 0)
else:
dfx.set_value(0, "mins", 999999999)
# using previous value's row to evaluate time
for i, e in enumerate(dfx["mins"]):
if e == 1:
dfx.at[i, "mins"] = dfx.at[i - 1, "mins"] + 10
# sort in ascending order
dfx = dfx.sort_values(by="timestamp")
# reset index
dfx.reset_index(drop=True, inplace=True)
# convert to hours, then round to nearest hour
dfx["hours"] = dfx["mins"].astype(np.int64)
dfx["hours"] = dfx["hours"] / 60
dfx["hours"] = round(dfx["hours"]).astype(np.int64)
# > 48 hours - label as normal (9999)
def f11(c):
if c["hours"] > 48:
return 9999
else:
return c["hours"]
dfx["hours"] = dfx.apply(f11, axis=1)
# filter out curtailment - curtailed when turbine is pitching outside
# 0 deg <= normal <= 3.5 deg
def f22(c):
if (
0 <= c["pitch"] <= 3.5
or c["hours"] != 9999
or (
(c["pitch"] > 3.5 or c["pitch"] < 0)
and (
c["ap_av"] <= (0.1 * dfx["ap_av"].max())
or c["ap_av"] >= (0.9 * dfx["ap_av"].max())
)
)
):
return "normal"
else:
return "curtailed"
dfx["curtailment"] = dfx.apply(f22, axis=1)
# filter unusual readings, i.e., for normal operation, power <= 0
# in operating wind speeds, power > 100...
# before cut-in, runtime < 600 and other downtime categories
def f3(c):
if c["hours"] == 9999 and (
(
3 < c["ws_av"] < 25
and (
c["ap_av"] <= 0
or c["runtime"] < 600
or c["EnvironmentalCategory_id"] > 1
or c["GridCategory_id"] > 1
or c["InfrastructureCategory_id"] > 1
or c["AvailabilityCategory_id"] == 2
or 12 <= c["TurbineCategory_id"] <= 15
or 21 <= c["TurbineCategory_id"] <= 22
)
)
or (c["ws_av"] < 3 and c["ap_av"] > 100)
):
return "unusual"
else:
return "normal"
dfx["unusual"] = dfx.apply(f3, axis=1)
# round to 6 hour intervals
def f4(c):
if c["hours"] == 0:
return 10
elif 1 <= c["hours"] <= 6:
return 11
elif 7 <= c["hours"] <= 12:
return 12
elif 13 <= c["hours"] <= 18:
return 13
elif 19 <= c["hours"] <= 24:
return 14
elif 25 <= c["hours"] <= 30:
return 15
elif 31 <= c["hours"] <= 36:
return 16
elif 37 <= c["hours"] <= 42:
return 17
elif 43 <= c["hours"] <= 48:
return 18
else:
# normal
return 19
dfx["hours6"] = dfx.apply(f4, axis=1)
# change label for unusual and curtailed data (20)
def f5(c):
if c["unusual"] == "unusual" or c["curtailment"] == "curtailed":
return 20
else:
return c["hours6"]
dfx["hours_%s" % y] = dfx.apply(f5, axis=1)
# drop unnecessary columns
dfx = dfx.drop("hours6", axis=1)
dfx = dfx.drop("hours", axis=1)
dfx = dfx.drop("mins", axis=1)
dfx = dfx.drop("curtailment", axis=1)
dfx = dfx.drop("unusual", axis=1)
# separate features from classes for classification
features = [
"ap_av",
"ws_av",
"wd_av",
"pitch",
"ap_max",
"ap_dev",
"reactive_power",
"rs_av",
"gen_sp",
"nac_pos",
]
classes = [col for col in dfx.columns if "hours" in col]
# list of columns to copy into new df
list6 = features + classes
df2 = dfx[list6].copy()
# drop NaNs
df2 = df2.dropna()
X = df2[features]
# normalise features to values b/w 0 and 1
X = preprocessing.normalize(X)
Y = df2[classes]
# convert from pd dataframe to np array
Y = Y.as_matrix()
# cross validation using time series split
tscv = TimeSeriesSplit(n_splits=5)
dt = DecisionTreeClassifier(criterion="entropy")
for m, n in list5:
Ym = Y[:, m]
# looping for each cross validation fold
for train_index, test_index in tscv.split(X):
# split train and test sets
X_train, X_test = X[train_index], X[test_index]
Y_train, Y_test = Ym[train_index], Ym[test_index]
if len(set(Y_train)) > 1:
ros = RandomOverSampler()
Xt, Yt = ros.fit_sample(X_train, Y_train)
else:
Xt, Yt = X_train, Y_train
# fit to classifier and predict
dt1 = dt.fit(Xt, Yt)
Yp = dt1.predict(X_test)
print(
"Classification report for turbine %s, turbine category %s"
% (x, n)
)
print(classification_report(Y_test, Yp, digits=6))
print("-------------------------------------------------------------")
Classification report for turbine 1, turbine category 2.0
precision recall f1-score support
19 0.989971 0.986451 0.988208 16311
20 0.799456 0.843870 0.821062 1044
avg / total 0.978511 0.977874 0.978153 17355
Classification report for turbine 1, turbine category 2.0
precision recall f1-score support
19 0.979488 0.991640 0.985526 15072
20 0.939885 0.862900 0.899749 2283
avg / total 0.974278 0.974705 0.974243 17355
Classification report for turbine 1, turbine category 2.0
precision recall f1-score support
19 0.948688 0.914576 0.931320 9845
20 0.893057 0.935153 0.913620 7510
avg / total 0.924615 0.923480 0.923661 17355
Classification report for turbine 1, turbine category 2.0
precision recall f1-score support
19 0.987159 0.990721 0.988937 13579
20 0.966193 0.953655 0.959883 3776
avg / total 0.982597 0.982656 0.982615 17355
Classification report for turbine 1, turbine category 2.0
precision recall f1-score support
19 0.983676 0.990000 0.986828 14000
20 0.957121 0.931446 0.944109 3355
avg / total 0.978543 0.978680 0.978570 17355
------------------------------------------------------------------------
Classification report for turbine 1, turbine category 3.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 5
11 0.000000 0.000000 0.000000 36
12 0.000000 0.000000 0.000000 36
13 0.000000 0.000000 0.000000 36
14 0.000000 0.000000 0.000000 36
15 0.000000 0.000000 0.000000 36
16 0.000000 0.000000 0.000000 36
17 0.000000 0.000000 0.000000 36
18 0.000000 0.000000 0.000000 36
19 0.970912 0.985580 0.978191 16019
20 0.786106 0.824545 0.804867 1043
avg / total 0.943414 0.959262 0.951260 17355
C:\Program Files\Anaconda3\lib\site-packages\sklearn\metrics\classification.py:1113: UndefinedMetricWarning: Precision and F-score are ill-defined and being set to 0.0 in labels with no predicted samples.
'precision', 'predicted', average, warn_for)
Classification report for turbine 1, turbine category 3.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 249
11 0.000000 0.000000 0.000000 192
12 0.000000 0.000000 0.000000 180
13 0.000000 0.000000 0.000000 180
14 0.000000 0.000000 0.000000 180
15 0.000000 0.000000 0.000000 155
16 0.000000 0.000000 0.000000 144
17 0.000000 0.000000 0.000000 144
18 0.000000 0.000000 0.000000 144
19 0.931313 0.971739 0.951096 14260
20 0.621185 0.906352 0.737150 1527
avg / total 0.819883 0.878191 0.846342 17355
Classification report for turbine 1, turbine category 3.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 0
11 0.000000 0.000000 0.000000 0
12 0.000000 0.000000 0.000000 0
13 0.000000 0.000000 0.000000 0
14 0.000000 0.000000 0.000000 0
15 0.000000 0.000000 0.000000 0
16 0.000000 0.000000 0.000000 0
17 0.000000 0.000000 0.000000 0
18 0.000000 0.000000 0.000000 0
19 0.920844 0.860234 0.889507 9845
20 0.906147 0.692943 0.785332 7510
avg / total 0.914484 0.787842 0.844428 17355
C:\Program Files\Anaconda3\lib\site-packages\sklearn\metrics\classification.py:1115: UndefinedMetricWarning: Recall and F-score are ill-defined and being set to 0.0 in labels with no true samples.
'recall', 'true', average, warn_for)
Classification report for turbine 1, turbine category 3.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 84
11 0.008772 0.027778 0.013333 36
12 0.000000 0.000000 0.000000 36
13 0.030303 0.055556 0.039216 36
14 0.000000 0.000000 0.000000 36
15 0.000000 0.000000 0.000000 36
16 0.000000 0.000000 0.000000 36
17 0.000000 0.000000 0.000000 36
18 0.000000 0.000000 0.000000 36
19 0.967791 0.965170 0.966478 13293
20 0.941455 0.915176 0.928130 3690
avg / total 0.941528 0.934025 0.937717 17355
Classification report for turbine 1, turbine category 3.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 17
11 0.000000 0.000000 0.000000 72
12 0.000000 0.000000 0.000000 72
13 0.000000 0.000000 0.000000 72
14 0.000000 0.000000 0.000000 72
15 0.000000 0.000000 0.000000 72
16 0.000000 0.000000 0.000000 72
17 0.062500 0.013889 0.022727 72
18 0.000000 0.000000 0.000000 72
19 0.951989 0.967993 0.959924 13622
20 0.876566 0.891083 0.883765 3140
avg / total 0.906074 0.921060 0.913440 17355
------------------------------------------------------------------------
Classification report for turbine 1, turbine category 4.0
precision recall f1-score support
19 0.988209 0.986573 0.987391 16311
20 0.795518 0.816092 0.805674 1044
avg / total 0.976618 0.976318 0.976459 17355
Classification report for turbine 1, turbine category 4.0
precision recall f1-score support
19 0.980567 0.990977 0.985744 15072
20 0.935940 0.870346 0.901952 2283
avg / total 0.974697 0.975108 0.974722 17355
Classification report for turbine 1, turbine category 4.0
precision recall f1-score support
19 0.950201 0.934180 0.942123 9845
20 0.915581 0.935819 0.925589 7510
avg / total 0.935220 0.934889 0.934968 17355
Classification report for turbine 1, turbine category 4.0
precision recall f1-score support
19 0.988014 0.989469 0.988741 13579
20 0.961928 0.956833 0.959373 3776
avg / total 0.982338 0.982368 0.982351 17355
Classification report for turbine 1, turbine category 4.0
precision recall f1-score support
19 0.985047 0.988143 0.986592 14000
20 0.949864 0.937407 0.943594 3355
avg / total 0.978246 0.978335 0.978280 17355
------------------------------------------------------------------------
Classification report for turbine 1, turbine category 5.0
precision recall f1-score support
10 0.083333 0.318182 0.132075 66
11 0.006426 0.074766 0.011834 107
12 0.007075 0.041667 0.012097 72
13 0.009615 0.050847 0.016173 59
14 0.000000 0.000000 0.000000 0
15 0.000000 0.000000 0.000000 0
16 0.000000 0.000000 0.000000 0
17 0.000000 0.000000 0.000000 0
18 0.000000 0.000000 0.000000 0
19 0.978529 0.734536 0.839157 16070
20 0.589491 0.365953 0.451572 981
avg / total 0.939817 0.702852 0.803230 17355
Classification report for turbine 1, turbine category 5.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 0
11 0.000000 0.000000 0.000000 0
12 0.000000 0.000000 0.000000 0
13 0.000000 0.000000 0.000000 0
14 0.000000 0.000000 0.000000 0
15 0.000000 0.000000 0.000000 0
16 0.000000 0.000000 0.000000 0
17 0.000000 0.000000 0.000000 0
18 0.000000 0.000000 0.000000 0
19 0.972103 0.931728 0.951487 15072
20 0.894554 0.676303 0.770267 2283
avg / total 0.961902 0.898127 0.927648 17355
Classification report for turbine 1, turbine category 5.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 0
11 0.000000 0.000000 0.000000 0
12 0.000000 0.000000 0.000000 0
13 0.000000 0.000000 0.000000 0
14 0.000000 0.000000 0.000000 0
15 0.000000 0.000000 0.000000 0
16 0.000000 0.000000 0.000000 0
17 0.000000 0.000000 0.000000 0
18 0.000000 0.000000 0.000000 0
19 0.939868 0.884307 0.911241 9845
20 0.902362 0.646072 0.753007 7510
avg / total 0.923638 0.781216 0.842769 17355
Classification report for turbine 1, turbine category 5.0
precision recall f1-score support
10 0.007547 0.016260 0.010309 123
11 0.037037 0.009772 0.015464 307
12 0.037037 0.015873 0.022222 252
13 0.021429 0.011905 0.015306 252
14 0.041667 0.011905 0.018519 252
15 0.000000 0.000000 0.000000 233
16 0.000000 0.000000 0.000000 184
17 0.000000 0.000000 0.000000 180
18 0.000000 0.000000 0.000000 180
19 0.868757 0.960007 0.912105 11977
20 0.862866 0.819912 0.840841 3415
avg / total 0.771497 0.824719 0.796076 17355
Classification report for turbine 1, turbine category 5.0
precision recall f1-score support
10 0.080808 0.086022 0.083333 93
11 0.006231 0.046512 0.010989 43
12 0.025773 0.138889 0.043478 36
13 0.000000 0.000000 0.000000 36
14 0.000000 0.000000 0.000000 36
15 0.000000 0.000000 0.000000 36
16 0.000000 0.000000 0.000000 36
17 0.000000 0.000000 0.000000 36
18 0.000000 0.000000 0.000000 36
19 0.957638 0.900752 0.928324 13703
20 0.905747 0.844975 0.874307 3264
avg / total 0.926971 0.870988 0.897975 17355
------------------------------------------------------------------------
Classification report for turbine 1, turbine category 6.0
precision recall f1-score support
10 0.587432 0.680380 0.630499 316
11 0.110236 0.096552 0.102941 725
12 0.117541 0.096439 0.105949 674
13 0.037037 0.030354 0.033364 593
14 0.014523 0.012238 0.013283 572
15 0.021583 0.011111 0.014670 540
16 0.027322 0.019569 0.022805 511
17 0.041812 0.026316 0.032301 456
18 0.019355 0.006944 0.010221 432
19 0.750076 0.821672 0.784244 12006
20 0.391597 0.439623 0.414222 530
avg / total 0.555520 0.605243 0.578885 17355
Classification report for turbine 1, turbine category 6.0
precision recall f1-score support
10 0.167015 0.733945 0.272109 109
11 0.017021 0.045455 0.024768 88
12 0.012285 0.069444 0.020877 72
13 0.006390 0.027778 0.010390 72
14 0.013889 0.055556 0.022222 72
15 0.000000 0.000000 0.000000 72
16 0.005988 0.027778 0.009852 72
17 0.003401 0.013889 0.005464 72
18 0.000000 0.000000 0.000000 72
19 0.942671 0.838284 0.887418 14476
20 0.871533 0.548209 0.673055 2178
avg / total 0.896976 0.773668 0.826792 17355
Classification report for turbine 1, turbine category 6.0
precision recall f1-score support
10 0.079592 0.764706 0.144177 51
11 0.004167 0.018868 0.006826 53
12 0.006329 0.027778 0.010309 36
13 0.007576 0.027778 0.011905 36
14 0.000000 0.000000 0.000000 36
15 0.000000 0.000000 0.000000 36
16 0.000000 0.000000 0.000000 36
17 0.000000 0.000000 0.000000 36
18 0.000000 0.000000 0.000000 36
19 0.789030 0.731936 0.759412 9591
20 0.880042 0.671436 0.761715 7408
avg / total 0.811969 0.693518 0.745308 17355
Classification report for turbine 1, turbine category 6.0
precision recall f1-score support
10 0.211581 0.871560 0.340502 109
11 0.012632 0.083333 0.021938 72
12 0.011429 0.055556 0.018957 72
13 0.003367 0.013889 0.005420 72
14 0.000000 0.000000 0.000000 72
15 0.018315 0.069444 0.028986 72
16 0.000000 0.000000 0.000000 67
17 0.005556 0.027778 0.009259 36
18 0.000000 0.000000 0.000000 36
19 0.964532 0.893467 0.927640 13301
20 0.902046 0.665409 0.765865 3446
avg / total 0.919864 0.823336 0.865490 17355
Classification report for turbine 1, turbine category 6.0
precision recall f1-score support
10 0.072165 0.466667 0.125000 45
11 0.002326 0.013889 0.003984 72
12 0.015480 0.069444 0.025316 72
13 0.000000 0.000000 0.000000 72
14 0.010526 0.027778 0.015267 72
15 0.000000 0.000000 0.000000 72
16 0.004310 0.013889 0.006579 72
17 0.000000 0.000000 0.000000 72
18 0.000000 0.000000 0.000000 72
19 0.953695 0.854370 0.901304 13548
20 0.895748 0.819837 0.856113 3186
avg / total 0.909255 0.819188 0.861294 17355
------------------------------------------------------------------------
Classification report for turbine 1, turbine category 7.0
precision recall f1-score support
19 0.988905 0.983631 0.986261 16311
20 0.763926 0.827586 0.794483 1044
avg / total 0.975372 0.974244 0.974724 17355
Classification report for turbine 1, turbine category 7.0
precision recall f1-score support
19 0.977957 0.991972 0.984914 15072
20 0.941461 0.852387 0.894713 2283
avg / total 0.973156 0.973610 0.973049 17355
Classification report for turbine 1, turbine category 7.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 65
11 0.000000 0.000000 0.000000 88
12 0.000000 0.000000 0.000000 72
13 0.000000 0.000000 0.000000 72
14 0.000000 0.000000 0.000000 72
15 0.000000 0.000000 0.000000 72
16 0.000000 0.000000 0.000000 72
17 0.000000 0.000000 0.000000 72
18 0.000000 0.000000 0.000000 72
19 0.915745 0.912861 0.914301 9525
20 0.862723 0.945351 0.902149 7173
avg / total 0.859163 0.891731 0.874666 17355
Classification report for turbine 1, turbine category 7.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 27
11 0.000000 0.000000 0.000000 108
12 0.000000 0.000000 0.000000 108
13 0.000000 0.000000 0.000000 108
14 0.000000 0.000000 0.000000 108
15 0.000000 0.000000 0.000000 108
16 0.000000 0.000000 0.000000 108
17 0.000000 0.000000 0.000000 108
18 0.000000 0.000000 0.000000 108
19 0.929942 0.987124 0.957680 12815
20 0.937999 0.932858 0.935422 3649
avg / total 0.883893 0.925036 0.903833 17355
Classification report for turbine 1, turbine category 7.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 0
11 0.000000 0.000000 0.000000 0
12 0.000000 0.000000 0.000000 0
13 0.000000 0.000000 0.000000 0
14 0.000000 0.000000 0.000000 0
15 0.000000 0.000000 0.000000 0
16 0.000000 0.000000 0.000000 0
17 0.000000 0.000000 0.000000 0
18 0.000000 0.000000 0.000000 0
19 0.981499 0.973857 0.977663 14000
20 0.933643 0.897466 0.915198 3355
avg / total 0.972248 0.959090 0.965587 17355
------------------------------------------------------------------------
Classification report for turbine 1, turbine category 8.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 7
11 0.000000 0.000000 0.000000 72
12 0.000000 0.000000 0.000000 72
13 0.000000 0.000000 0.000000 72
14 0.000000 0.000000 0.000000 71
15 0.000000 0.000000 0.000000 36
16 0.000000 0.000000 0.000000 36
17 0.000000 0.000000 0.000000 36
18 0.000000 0.000000 0.000000 36
19 0.963962 0.976930 0.970403 15908
20 0.723861 0.802775 0.761278 1009
avg / total 0.925675 0.942149 0.933754 17355
Classification report for turbine 1, turbine category 8.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 224
11 0.000000 0.000000 0.000000 260
12 0.176471 0.013274 0.024691 226
13 0.000000 0.000000 0.000000 211
14 0.000000 0.000000 0.000000 180
15 0.000000 0.000000 0.000000 180
16 0.000000 0.000000 0.000000 180
17 0.000000 0.000000 0.000000 180
18 0.000000 0.000000 0.000000 180
19 0.881598 0.981279 0.928772 13514
20 0.824438 0.871782 0.847449 2020
avg / total 0.784740 0.865745 0.822175 17355
Classification report for turbine 1, turbine category 8.0
precision recall f1-score support
10 0.000552 0.001095 0.000734 913
11 0.000546 0.025000 0.001069 80
12 0.000000 0.000000 0.000000 72
13 0.000000 0.000000 0.000000 72
14 0.000000 0.000000 0.000000 72
15 0.000000 0.000000 0.000000 72
16 0.000000 0.000000 0.000000 72
17 0.000000 0.000000 0.000000 72
18 0.000000 0.000000 0.000000 72
19 0.732534 0.704831 0.718416 8673
20 0.849819 0.392206 0.536711 7185
avg / total 0.717935 0.514780 0.581264 17355
Classification report for turbine 1, turbine category 8.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 132
11 0.000000 0.000000 0.000000 36
12 0.000000 0.000000 0.000000 36
13 0.000000 0.000000 0.000000 36
14 0.000000 0.000000 0.000000 36
15 0.000000 0.000000 0.000000 36
16 0.000000 0.000000 0.000000 36
17 0.000000 0.000000 0.000000 36
18 0.000000 0.000000 0.000000 36
19 0.964835 0.939070 0.951778 13294
20 0.921470 0.908816 0.915100 3641
avg / total 0.932388 0.909997 0.921050 17355
Classification report for turbine 1, turbine category 8.0
precision recall f1-score support
10 0.038462 0.021739 0.027778 138
11 0.065385 0.052469 0.058219 324
12 0.034483 0.006173 0.010471 324
13 0.042553 0.006173 0.010782 324
14 0.010638 0.003086 0.004785 324
15 0.025641 0.003086 0.005510 324
16 0.000000 0.000000 0.000000 324
17 0.022472 0.006173 0.009685 324
18 0.030303 0.006579 0.010811 304
19 0.799674 0.940161 0.864245 11464
20 0.886909 0.860421 0.873464 3181
avg / total 0.695385 0.780467 0.733249 17355
------------------------------------------------------------------------
Classification report for turbine 1, turbine category 9.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 0
11 0.000000 0.000000 0.000000 0
12 0.000000 0.000000 0.000000 0
13 0.000000 0.000000 0.000000 0
14 0.000000 0.000000 0.000000 0
15 0.000000 0.000000 0.000000 0
16 0.000000 0.000000 0.000000 0
17 0.000000 0.000000 0.000000 0
18 0.000000 0.000000 0.000000 0
19 0.986598 0.898106 0.940274 16311
20 0.725455 0.764368 0.744403 1044
avg / total 0.970888 0.890061 0.928491 17355
Classification report for turbine 1, turbine category 9.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 80
11 0.000000 0.000000 0.000000 109
12 0.000000 0.000000 0.000000 86
13 0.000000 0.000000 0.000000 72
14 0.000000 0.000000 0.000000 72
15 0.025641 0.013889 0.018018 72
16 0.000000 0.000000 0.000000 72
17 0.000000 0.000000 0.000000 72
18 0.000000 0.000000 0.000000 72
19 0.954999 0.947943 0.951458 14753
20 0.723424 0.811609 0.764984 1895
avg / total 0.890915 0.894497 0.892411 17355
Classification report for turbine 1, turbine category 9.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 117
11 0.000000 0.000000 0.000000 144
12 0.000000 0.000000 0.000000 144
13 0.012195 0.006944 0.008850 144
14 0.000000 0.000000 0.000000 126
15 0.000000 0.000000 0.000000 108
16 0.000000 0.000000 0.000000 108
17 0.000000 0.000000 0.000000 108
18 0.000000 0.000000 0.000000 108
19 0.678401 0.754826 0.714576 8859
20 0.854691 0.593044 0.700224 7389
avg / total 0.710287 0.637857 0.662959 17355
Classification report for turbine 1, turbine category 9.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 0
11 0.000000 0.000000 0.000000 0
12 0.000000 0.000000 0.000000 0
13 0.000000 0.000000 0.000000 0
14 0.000000 0.000000 0.000000 0
15 0.000000 0.000000 0.000000 0
16 0.000000 0.000000 0.000000 0
17 0.000000 0.000000 0.000000 0
18 0.000000 0.000000 0.000000 0
19 0.975059 0.950070 0.962402 13579
20 0.945954 0.857521 0.899569 3776
avg / total 0.968726 0.929934 0.948731 17355
Classification report for turbine 1, turbine category 9.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 7
11 0.000000 0.000000 0.000000 36
12 0.000000 0.000000 0.000000 36
13 0.000000 0.000000 0.000000 36
14 0.000000 0.000000 0.000000 36
15 0.000000 0.000000 0.000000 36
16 0.000000 0.000000 0.000000 36
17 0.000000 0.000000 0.000000 36
18 0.000000 0.000000 0.000000 36
19 0.962446 0.961887 0.962167 13775
20 0.909956 0.873668 0.891443 3285
avg / total 0.936151 0.928839 0.932425 17355
------------------------------------------------------------------------
Classification report for turbine 1, turbine category 10.0
precision recall f1-score support
10 0.229611 0.257746 0.242867 710
11 0.309387 0.331963 0.320278 2919
12 0.117094 0.180200 0.141950 1798
13 0.082890 0.137097 0.103315 1364
14 0.071314 0.079041 0.074979 1126
15 0.058897 0.050160 0.054179 937
16 0.054871 0.062341 0.058368 786
17 0.035789 0.022942 0.027961 741
18 0.071429 0.053571 0.061224 672
19 0.537830 0.388541 0.451157 6074
20 0.268041 0.114035 0.160000 228
avg / total 0.286416 0.247018 0.260629 17355
Classification report for turbine 1, turbine category 10.0
precision recall f1-score support
10 0.036098 0.300813 0.064460 123
11 0.138801 0.291713 0.188101 905
12 0.063369 0.155313 0.090012 734
13 0.036605 0.100583 0.053676 686
14 0.049767 0.102894 0.067086 622
15 0.062954 0.084967 0.072323 612
16 0.040053 0.051020 0.044877 588
17 0.036339 0.046875 0.040940 576
18 0.041522 0.045541 0.043439 527
19 0.752968 0.460377 0.571394 10196
20 0.631098 0.115901 0.195837 1786
avg / total 0.526760 0.321636 0.381193 17355
Classification report for turbine 1, turbine category 10.0
precision recall f1-score support
10 0.012010 0.200000 0.022659 150
11 0.064562 0.119681 0.083877 376
12 0.033333 0.028490 0.030722 351
13 0.011278 0.009259 0.010169 324
14 0.013953 0.009259 0.011132 324
15 0.040268 0.018519 0.025370 324
16 0.114679 0.080906 0.094877 309
17 0.021277 0.024648 0.022838 284
18 0.017094 0.023810 0.019900 252
19 0.588761 0.545477 0.566293 7971
20 0.840105 0.621226 0.714273 6690
avg / total 0.600294 0.497782 0.541289 17355
Classification report for turbine 1, turbine category 10.0
precision recall f1-score support
10 0.129887 0.188991 0.153961 545
11 0.206776 0.255542 0.228587 1624
12 0.080523 0.110066 0.093005 1063
13 0.053887 0.069318 0.060636 880
14 0.052023 0.082067 0.063679 658
15 0.040041 0.060842 0.048297 641
16 0.068554 0.079861 0.073777 576
17 0.051230 0.046125 0.048544 542
18 0.014957 0.014374 0.014660 487
19 0.669124 0.559289 0.609296 8602
20 0.545136 0.358089 0.432245 1737
avg / total 0.425050 0.363008 0.388829 17355
Classification report for turbine 1, turbine category 10.0
precision recall f1-score support
10 0.189977 0.205031 0.197217 795
11 0.234733 0.296243 0.261925 2076
12 0.080126 0.099686 0.088842 1274
13 0.073930 0.093229 0.082465 1019
14 0.047676 0.050505 0.049050 792
15 0.045144 0.052050 0.048352 634
16 0.043796 0.044944 0.044362 534
17 0.016461 0.016427 0.016444 487
18 0.022634 0.025346 0.023913 434
19 0.606006 0.494453 0.544576 8203
20 0.293301 0.324300 0.308022 1107
avg / total 0.358347 0.318698 0.335205 17355
------------------------------------------------------------------------
Classification report for turbine 1, turbine category 11.0
precision recall f1-score support
19 0.988791 0.984305 0.986543 16311
20 0.771020 0.825670 0.797410 1044
avg / total 0.975691 0.974762 0.975166 17355
Classification report for turbine 1, turbine category 11.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 664
11 0.000000 0.000000 0.000000 419
12 0.000000 0.000000 0.000000 360
13 0.000000 0.000000 0.000000 360
14 0.000000 0.000000 0.000000 259
15 0.000000 0.000000 0.000000 216
16 0.000000 0.000000 0.000000 216
17 0.000000 0.000000 0.000000 208
18 0.000000 0.000000 0.000000 180
19 0.864867 0.990594 0.923471 13290
20 0.473511 0.853762 0.609168 1183
avg / total 0.694569 0.816768 0.748693 17355
Classification report for turbine 1, turbine category 11.0
precision recall f1-score support
10 0.015385 0.864865 0.030231 37
11 0.029851 0.055556 0.038835 36
12 0.000558 0.027778 0.001095 36
13 0.000000 0.000000 0.000000 36
14 0.000000 0.000000 0.000000 36
15 0.000000 0.000000 0.000000 36
16 0.000000 0.000000 0.000000 36
17 0.000000 0.000000 0.000000 15
18 0.000000 0.000000 0.000000 0
19 0.852697 0.726677 0.784659 9615
20 0.901160 0.582040 0.707269 7472
avg / total 0.860491 0.655200 0.739370 17355
Classification report for turbine 1, turbine category 11.0
precision recall f1-score support
10 0.398649 0.208481 0.273782 566
11 0.005102 0.003968 0.004464 252
12 0.021739 0.015873 0.018349 252
13 0.017391 0.007937 0.010899 252
14 0.035211 0.019841 0.025381 252
15 0.000000 0.000000 0.000000 252
16 0.034483 0.011905 0.017699 252
17 0.094340 0.039683 0.055866 252
18 0.000000 0.000000 0.000000 252
19 0.850936 0.922181 0.885127 11681
20 0.813654 0.898124 0.853805 3092
avg / total 0.733721 0.788937 0.758717 17355
Classification report for turbine 1, turbine category 11.0
precision recall f1-score support
10 0.549425 0.309185 0.395695 773
11 0.075000 0.020576 0.032293 729
12 0.015385 0.004149 0.006536 482
13 0.018405 0.008571 0.011696 350
14 0.015267 0.006601 0.009217 303
15 0.000000 0.000000 0.000000 250
16 0.006536 0.004630 0.005420 216
17 0.016393 0.009259 0.011834 216
18 0.037383 0.018519 0.024768 216
19 0.822460 0.907980 0.863107 11704
20 0.666551 0.905955 0.768029 2116
avg / total 0.665363 0.738231 0.695792 17355
------------------------------------------------------------------------
Classification report for turbine 1, turbine category 16.0
precision recall f1-score support
19 0.988905 0.989087 0.988996 16311
20 0.829011 0.826628 0.827818 1044
avg / total 0.979287 0.979314 0.979300 17355
Classification report for turbine 1, turbine category 16.0
precision recall f1-score support
19 0.977184 0.991706 0.984391 15072
20 0.939291 0.847131 0.890834 2283
avg / total 0.972199 0.972688 0.972084 17355
Classification report for turbine 1, turbine category 16.0
precision recall f1-score support
19 0.940877 0.919756 0.930197 9845
20 0.897814 0.924234 0.910833 7510
avg / total 0.922242 0.921694 0.921817 17355
Classification report for turbine 1, turbine category 16.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 22
11 0.000000 0.000000 0.000000 36
12 0.000000 0.000000 0.000000 36
13 0.000000 0.000000 0.000000 36
14 0.000000 0.000000 0.000000 36
15 0.000000 0.000000 0.000000 36
16 0.000000 0.000000 0.000000 36
17 0.000000 0.000000 0.000000 36
18 0.000000 0.000000 0.000000 36
19 0.974031 0.989019 0.981468 13387
20 0.929825 0.956260 0.942857 3658
avg / total 0.947315 0.964448 0.955798 17355
Classification report for turbine 1, turbine category 16.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 57
11 0.000000 0.000000 0.000000 132
12 0.000000 0.000000 0.000000 108
13 0.000000 0.000000 0.000000 108
14 0.000000 0.000000 0.000000 108
15 0.000000 0.000000 0.000000 108
16 0.000000 0.000000 0.000000 108
17 0.000000 0.000000 0.000000 108
18 0.000000 0.000000 0.000000 108
19 0.922357 0.981828 0.951164 13152
20 0.909394 0.921117 0.915218 3258
avg / total 0.869700 0.916969 0.892624 17355
------------------------------------------------------------------------
Classification report for turbine 1, turbine category 18.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 32
11 0.000000 0.000000 0.000000 180
12 0.000000 0.000000 0.000000 216
13 0.000000 0.000000 0.000000 216
14 0.000000 0.000000 0.000000 216
15 0.000000 0.000000 0.000000 216
16 0.000000 0.000000 0.000000 216
17 0.000000 0.000000 0.000000 216
18 0.000000 0.000000 0.000000 216
19 0.888691 0.987016 0.935276 14633
20 0.769719 0.850701 0.808187 998
avg / total 0.793569 0.881129 0.835060 17355
Classification report for turbine 1, turbine category 18.0
precision recall f1-score support
10 0.076923 0.250000 0.117647 12
11 0.013699 0.027778 0.018349 72
12 0.008696 0.027778 0.013245 72
13 0.000000 0.000000 0.000000 72
14 0.000000 0.000000 0.000000 72
15 0.000000 0.000000 0.000000 72
16 0.010989 0.027778 0.015748 72
17 0.012097 0.041667 0.018750 72
18 0.000000 0.000000 0.000000 72
19 0.943568 0.898559 0.920513 14570
20 0.862250 0.746472 0.800195 2197
avg / total 0.901547 0.849553 0.874450 17355
Classification report for turbine 1, turbine category 18.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 20
11 0.000000 0.000000 0.000000 108
12 0.000000 0.000000 0.000000 108
13 0.000000 0.000000 0.000000 108
14 0.000000 0.000000 0.000000 108
15 0.016393 0.018519 0.017391 108
16 0.012500 0.009259 0.010638 108
17 0.000000 0.000000 0.000000 108
18 0.000000 0.000000 0.000000 108
19 0.816636 0.695555 0.751248 8977
20 0.891376 0.866160 0.878587 7494
avg / total 0.807493 0.733967 0.768143 17355
Classification report for turbine 1, turbine category 18.0
precision recall f1-score support
10 0.028571 0.040000 0.033333 25
11 0.007812 0.006944 0.007353 144
12 0.000000 0.000000 0.000000 144
13 0.000000 0.000000 0.000000 144
14 0.000000 0.000000 0.000000 144
15 0.022472 0.013889 0.017167 144
16 0.007143 0.006944 0.007042 144
17 0.000000 0.000000 0.000000 144
18 0.038095 0.027778 0.032129 144
19 0.909714 0.919640 0.914650 12556
20 0.918934 0.904473 0.911646 3622
avg / total 0.850610 0.854624 0.852569 17355
Classification report for turbine 1, turbine category 18.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 7
11 0.000000 0.000000 0.000000 36
12 0.003704 0.027778 0.006536 36
13 0.000000 0.000000 0.000000 36
14 0.000000 0.000000 0.000000 36
15 0.000000 0.000000 0.000000 36
16 0.000000 0.000000 0.000000 36
17 0.000000 0.000000 0.000000 36
18 0.000000 0.000000 0.000000 36
19 0.963302 0.921135 0.941747 13707
20 0.946340 0.909931 0.927779 3353
avg / total 0.943658 0.903371 0.923054 17355
------------------------------------------------------------------------
Classification report for turbine 1, turbine category 19.0
precision recall f1-score support
19 0.988126 0.984673 0.986396 16311
20 0.772934 0.815134 0.793473 1044
avg / total 0.975181 0.974474 0.974791 17355
Classification report for turbine 1, turbine category 19.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 710
11 0.000000 0.000000 0.000000 36
12 0.000000 0.000000 0.000000 36
13 0.000000 0.000000 0.000000 36
14 0.000000 0.000000 0.000000 36
15 0.000000 0.000000 0.000000 36
16 0.000000 0.000000 0.000000 36
17 0.000000 0.000000 0.000000 36
18 0.000000 0.000000 0.000000 36
19 0.951737 0.991246 0.971090 14622
20 0.724365 0.887608 0.797721 1735
avg / total 0.874277 0.923884 0.897915 17355
Classification report for turbine 1, turbine category 19.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 0
11 0.000000 0.000000 0.000000 0
12 0.000000 0.000000 0.000000 0
13 0.000000 0.000000 0.000000 0
14 0.000000 0.000000 0.000000 0
15 0.000000 0.000000 0.000000 0
16 0.000000 0.000000 0.000000 0
17 0.000000 0.000000 0.000000 0
18 0.000000 0.000000 0.000000 0
19 0.764288 0.916912 0.833672 9845
20 0.865231 0.604394 0.711665 7510
avg / total 0.807968 0.781677 0.780876 17355
Classification report for turbine 1, turbine category 19.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 0
11 0.000000 0.000000 0.000000 0
12 0.000000 0.000000 0.000000 0
13 0.000000 0.000000 0.000000 0
14 0.000000 0.000000 0.000000 0
15 0.000000 0.000000 0.000000 0
16 0.000000 0.000000 0.000000 0
17 0.000000 0.000000 0.000000 0
18 0.000000 0.000000 0.000000 0
19 0.985768 0.979380 0.982564 13579
20 0.959827 0.942797 0.951236 3776
avg / total 0.980124 0.971420 0.975748 17355
Classification report for turbine 1, turbine category 19.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 0
11 0.000000 0.000000 0.000000 0
12 0.000000 0.000000 0.000000 0
13 0.000000 0.000000 0.000000 0
14 0.000000 0.000000 0.000000 0
15 0.000000 0.000000 0.000000 0
16 0.000000 0.000000 0.000000 0
17 0.000000 0.000000 0.000000 0
18 0.000000 0.000000 0.000000 0
19 0.980993 0.980643 0.980818 14000
20 0.935073 0.897168 0.915729 3355
avg / total 0.972116 0.964506 0.968235 17355
------------------------------------------------------------------------
Classification report for turbine 1, turbine category 20.0
precision recall f1-score support
19 0.989296 0.985899 0.987594 16311
20 0.790909 0.833333 0.811567 1044
avg / total 0.977362 0.976721 0.977005 17355
Classification report for turbine 1, turbine category 20.0
precision recall f1-score support
19 0.977689 0.991441 0.984517 15072
20 0.937711 0.850635 0.892053 2283
avg / total 0.972430 0.972918 0.972354 17355
Classification report for turbine 1, turbine category 20.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 8763
19 0.733949 0.984008 0.840779 7191
20 0.164247 0.904354 0.278003 1401
avg / total 0.317369 0.480726 0.370817 17355
Classification report for turbine 1, turbine category 20.0
precision recall f1-score support
10 0.059701 0.038095 0.046512 315
11 0.000000 0.000000 0.000000 72
12 0.000000 0.000000 0.000000 72
13 0.000000 0.000000 0.000000 72
14 0.000000 0.000000 0.000000 72
15 0.000000 0.000000 0.000000 72
16 0.000000 0.000000 0.000000 72
17 0.000000 0.000000 0.000000 72
18 0.000000 0.000000 0.000000 72
19 0.962897 0.983212 0.972949 13224
20 0.827992 0.933025 0.877376 3240
avg / total 0.889361 0.924056 0.906000 17355
Classification report for turbine 1, turbine category 20.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 4
11 0.000000 0.000000 0.000000 36
12 0.000000 0.000000 0.000000 36
13 0.000000 0.000000 0.000000 36
14 0.000000 0.000000 0.000000 36
15 0.000000 0.000000 0.000000 36
16 0.000000 0.000000 0.000000 36
17 0.000000 0.000000 0.000000 36
18 0.000000 0.000000 0.000000 36
19 0.964399 0.973751 0.969053 13715
20 0.949874 0.899940 0.924233 3348
avg / total 0.945371 0.943129 0.944102 17355
------------------------------------------------------------------------
Classification report for turbine 2, turbine category 2.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 4
11 0.000000 0.000000 0.000000 36
12 0.000000 0.000000 0.000000 36
13 0.000000 0.000000 0.000000 36
14 0.000000 0.000000 0.000000 36
15 0.000000 0.000000 0.000000 36
16 0.000000 0.000000 0.000000 36
17 0.000000 0.000000 0.000000 36
18 0.000000 0.000000 0.000000 36
19 0.960617 0.952798 0.956691 16461
20 0.898482 0.730664 0.805930 3646
avg / total 0.935761 0.899456 0.916051 20399
Classification report for turbine 2, turbine category 2.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 57
11 0.000000 0.000000 0.000000 72
12 0.000000 0.000000 0.000000 72
13 0.000000 0.000000 0.000000 72
14 0.000000 0.000000 0.000000 72
15 0.000000 0.000000 0.000000 72
16 0.000000 0.000000 0.000000 72
17 0.000000 0.000000 0.000000 72
18 0.000000 0.000000 0.000000 72
19 0.947717 0.978175 0.962705 17549
20 0.859226 0.770862 0.812649 2217
avg / total 0.908691 0.925290 0.916523 20399
Classification report for turbine 2, turbine category 2.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 151
11 0.000000 0.000000 0.000000 180
12 0.000000 0.000000 0.000000 149
13 0.019231 0.006944 0.010204 144
14 0.011905 0.006944 0.008772 144
15 0.000000 0.000000 0.000000 119
16 0.000000 0.000000 0.000000 108
17 0.000000 0.000000 0.000000 108
18 0.000000 0.000000 0.000000 108
19 0.918275 0.950757 0.934234 15718
20 0.897226 0.885591 0.891371 3470
avg / total 0.860400 0.883328 0.871615 20399
Classification report for turbine 2, turbine category 2.0
precision recall f1-score support
10 0.022556 0.035714 0.027650 84
11 0.000000 0.000000 0.000000 40
12 0.000000 0.000000 0.000000 36
13 0.000000 0.000000 0.000000 36
14 0.011364 0.027778 0.016129 36
15 0.000000 0.000000 0.000000 36
16 0.000000 0.000000 0.000000 36
17 0.000000 0.000000 0.000000 36
18 0.000000 0.000000 0.000000 36
19 0.946789 0.950431 0.948607 16119
20 0.917720 0.837090 0.875553 3904
avg / total 0.923887 0.911417 0.917283 20399
Classification report for turbine 2, turbine category 2.0
precision recall f1-score support
10 0.036364 0.250000 0.063492 8
11 0.000000 0.000000 0.000000 36
12 0.000000 0.000000 0.000000 36
13 0.000000 0.000000 0.000000 36
14 0.000000 0.000000 0.000000 36
15 0.000000 0.000000 0.000000 36
16 0.000000 0.000000 0.000000 36
17 0.000000 0.000000 0.000000 36
18 0.000000 0.000000 0.000000 36
19 0.960587 0.956001 0.958289 13614
20 0.948981 0.940207 0.944573 6489
avg / total 0.942971 0.937203 0.940046 20399
------------------------------------------------------------------------
Classification report for turbine 2, turbine category 3.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 5
11 0.000000 0.000000 0.000000 36
12 0.000000 0.000000 0.000000 36
13 0.000000 0.000000 0.000000 36
14 0.000000 0.000000 0.000000 36
15 0.000000 0.000000 0.000000 36
16 0.000000 0.000000 0.000000 36
17 0.000000 0.000000 0.000000 36
18 0.000000 0.000000 0.000000 36
19 0.965544 0.985603 0.975470 16462
20 0.931572 0.919045 0.925266 3644
avg / total 0.945607 0.959557 0.952491 20399
Classification report for turbine 2, turbine category 3.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 279
11 0.000000 0.000000 0.000000 276
12 0.000000 0.000000 0.000000 252
13 0.000000 0.000000 0.000000 236
14 0.000000 0.000000 0.000000 216
15 0.000000 0.000000 0.000000 216
16 0.071429 0.004630 0.008696 216
17 0.000000 0.000000 0.000000 216
18 0.071429 0.004630 0.008696 216
19 0.903260 0.976269 0.938347 16603
20 0.634465 0.871488 0.734324 1673
avg / total 0.788722 0.866170 0.824141 20399
Classification report for turbine 2, turbine category 3.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 20
11 0.026059 0.222222 0.046647 36
12 0.008065 0.055556 0.014085 36
13 0.000000 0.000000 0.000000 36
14 0.000000 0.000000 0.000000 36
15 0.000000 0.000000 0.000000 36
16 0.000000 0.000000 0.000000 36
17 0.000000 0.000000 0.000000 36
18 0.000000 0.000000 0.000000 36
19 0.983981 0.922467 0.952232 16780
20 0.827352 0.772878 0.799188 3311
avg / total 0.943761 0.884749 0.913120 20399
Classification report for turbine 2, turbine category 3.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 0
11 0.000000 0.000000 0.000000 0
12 0.000000 0.000000 0.000000 0
13 0.000000 0.000000 0.000000 0
14 0.000000 0.000000 0.000000 0
15 0.000000 0.000000 0.000000 0
16 0.000000 0.000000 0.000000 0
17 0.000000 0.000000 0.000000 0
18 0.000000 0.000000 0.000000 0
19 0.976758 0.931499 0.953592 16467
20 0.944489 0.891404 0.917179 3932
avg / total 0.970538 0.923771 0.946573 20399
Classification report for turbine 2, turbine category 3.0
precision recall f1-score support
10 0.005495 0.011628 0.007463 86
11 0.000000 0.000000 0.000000 72
12 0.000000 0.000000 0.000000 72
13 0.000000 0.000000 0.000000 72
14 0.000000 0.000000 0.000000 72
15 0.000000 0.000000 0.000000 72
16 0.000000 0.000000 0.000000 72
17 0.000000 0.000000 0.000000 72
18 0.000000 0.000000 0.000000 72
19 0.946001 0.965211 0.955510 13395
20 0.931878 0.895143 0.913141 6342
avg / total 0.910933 0.912153 0.911360 20399
------------------------------------------------------------------------
Classification report for turbine 2, turbine category 4.0
precision recall f1-score support
19 0.984755 0.987519 0.986135 16745
20 0.942057 0.929940 0.935959 3654
avg / total 0.977106 0.977205 0.977147 20399
Classification report for turbine 2, turbine category 4.0
precision recall f1-score support
19 0.984745 0.991711 0.988216 18096
20 0.931034 0.879288 0.904422 2303
avg / total 0.978682 0.979019 0.978756 20399
Classification report for turbine 2, turbine category 4.0
precision recall f1-score support
19 0.991335 0.981647 0.986467 16782
20 0.918540 0.960188 0.938902 3617
avg / total 0.978427 0.977842 0.978033 20399
Classification report for turbine 2, turbine category 4.0
precision recall f1-score support
19 0.972741 0.990344 0.981464 16467
20 0.956247 0.883774 0.918583 3932
avg / total 0.969561 0.969802 0.969343 20399
Classification report for turbine 2, turbine category 4.0
precision recall f1-score support
19 0.984035 0.985174 0.984604 13827
20 0.968731 0.966372 0.967550 6572
avg / total 0.979105 0.979117 0.979110 20399
------------------------------------------------------------------------
Classification report for turbine 2, turbine category 5.0
precision recall f1-score support
10 0.245995 0.767857 0.372617 280
11 0.005311 0.044025 0.009479 159
12 0.004255 0.020833 0.007067 144
13 0.008696 0.062500 0.015267 144
14 0.005698 0.027778 0.009456 144
15 0.020367 0.069444 0.031496 144
16 0.002283 0.006944 0.003436 144
17 0.007463 0.013889 0.009709 144
18 0.008955 0.020833 0.012526 144
19 0.895464 0.740384 0.810573 15573
20 0.866618 0.348032 0.496622 3379
avg / total 0.830992 0.635325 0.706887 20399
Classification report for turbine 2, turbine category 5.0
precision recall f1-score support
10 0.022645 0.129534 0.038551 193
11 0.015385 0.012626 0.013870 396
12 0.017442 0.007576 0.010563 396
13 0.000000 0.000000 0.000000 396
14 0.005935 0.005333 0.005618 375
15 0.011834 0.006173 0.008114 324
16 0.008264 0.003378 0.004796 296
17 0.006173 0.003472 0.004444 288
18 0.000000 0.000000 0.000000 288
19 0.834989 0.875647 0.854835 15649
20 0.682114 0.466630 0.554161 1798
avg / total 0.702036 0.714790 0.705831 20399
Classification report for turbine 2, turbine category 5.0
precision recall f1-score support
10 0.331307 0.348243 0.339564 626
11 0.044010 0.032316 0.037267 557
12 0.035503 0.025478 0.029666 471
13 0.021978 0.017505 0.019488 457
14 0.018036 0.022901 0.020179 393
15 0.010101 0.011111 0.010582 360
16 0.012346 0.009119 0.010490 329
17 0.000000 0.000000 0.000000 307
18 0.020270 0.020833 0.020548 288
19 0.810719 0.832836 0.821629 14076
20 0.634882 0.614596 0.624574 2535
avg / total 0.652013 0.664689 0.658162 20399
Classification report for turbine 2, turbine category 5.0
precision recall f1-score support
10 0.158174 0.365196 0.220741 408
11 0.011013 0.012594 0.011751 397
12 0.014545 0.020202 0.016913 396
13 0.005510 0.005051 0.005270 396
14 0.041667 0.036082 0.038674 388
15 0.032000 0.026578 0.029038 301
16 0.010204 0.011905 0.010989 252
17 0.008621 0.007937 0.008264 252
18 0.015957 0.013100 0.014388 229
19 0.823546 0.810278 0.816858 14089
20 0.784495 0.697964 0.738704 3291
avg / total 0.700807 0.681749 0.689994 20399
Classification report for turbine 2, turbine category 5.0
precision recall f1-score support
10 0.038519 0.490566 0.071429 53
11 0.000000 0.000000 0.000000 72
12 0.000000 0.000000 0.000000 72
13 0.003623 0.013889 0.005747 72
14 0.000000 0.000000 0.000000 72
15 0.004237 0.013889 0.006494 72
16 0.000000 0.000000 0.000000 72
17 0.005714 0.013889 0.008097 72
18 0.002558 0.013889 0.004320 72
19 0.959571 0.859762 0.906929 13527
20 0.963504 0.761173 0.850470 6243
avg / total 0.931343 0.804549 0.861957 20399
------------------------------------------------------------------------
Classification report for turbine 2, turbine category 6.0
precision recall f1-score support
10 0.916244 0.147227 0.253689 2452
11 0.000000 0.000000 0.000000 72
12 0.132075 0.097222 0.112000 72
13 0.000000 0.000000 0.000000 72
14 0.000000 0.000000 0.000000 72
15 0.000000 0.000000 0.000000 72
16 0.000000 0.000000 0.000000 72
17 0.000000 0.000000 0.000000 72
18 0.012658 0.013889 0.013245 72
19 0.942944 0.961225 0.951997 16093
20 0.319065 0.758216 0.449131 1278
avg / total 0.874534 0.823913 0.810115 20399
Classification report for turbine 2, turbine category 6.0
precision recall f1-score support
10 0.085182 0.212389 0.121596 452
11 0.125000 0.013746 0.024768 291
12 0.000000 0.000000 0.000000 184
13 0.000000 0.000000 0.000000 144
14 0.020408 0.006944 0.010363 144
15 0.000000 0.000000 0.000000 144
16 0.033333 0.013889 0.019608 144
17 0.000000 0.000000 0.000000 126
18 0.014925 0.009259 0.011429 108
19 0.901918 0.932181 0.916800 16898
20 0.610803 0.500000 0.549875 1764
avg / total 0.804074 0.820530 0.810323 20399
Classification report for turbine 2, turbine category 6.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 0
11 0.000000 0.000000 0.000000 0
12 0.000000 0.000000 0.000000 0
13 0.000000 0.000000 0.000000 0
14 0.000000 0.000000 0.000000 0
15 0.000000 0.000000 0.000000 0
16 0.000000 0.000000 0.000000 0
17 0.000000 0.000000 0.000000 0
18 0.000000 0.000000 0.000000 0
19 0.978544 0.940293 0.959037 16782
20 0.896283 0.700028 0.786091 3617
avg / total 0.963958 0.897691 0.928372 20399
Classification report for turbine 2, turbine category 6.0
precision recall f1-score support
10 0.001852 0.008584 0.003046 233
11 0.007634 0.011628 0.009217 86
12 0.000000 0.000000 0.000000 72
13 0.000000 0.000000 0.000000 72
14 0.030303 0.027778 0.028986 72
15 0.000000 0.000000 0.000000 72
16 0.000000 0.000000 0.000000 72
17 0.000000 0.000000 0.000000 72
18 0.000000 0.000000 0.000000 72
19 0.941462 0.924853 0.933084 16155
20 0.805748 0.680210 0.737676 3421
avg / total 0.880879 0.846757 0.862843 20399
Classification report for turbine 2, turbine category 6.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 0
11 0.000000 0.000000 0.000000 0
12 0.000000 0.000000 0.000000 0
13 0.000000 0.000000 0.000000 0
14 0.000000 0.000000 0.000000 0
15 0.000000 0.000000 0.000000 0
16 0.000000 0.000000 0.000000 0
17 0.000000 0.000000 0.000000 0
18 0.000000 0.000000 0.000000 0
19 0.978099 0.943155 0.960309 13827
20 0.960655 0.910225 0.934761 6572
avg / total 0.972479 0.932546 0.952078 20399
------------------------------------------------------------------------
Classification report for turbine 2, turbine category 7.0
precision recall f1-score support
10 0.437500 0.042424 0.077348 330
11 0.000000 0.000000 0.000000 163
12 0.000000 0.000000 0.000000 72
13 0.000000 0.000000 0.000000 72
14 0.000000 0.000000 0.000000 68
15 0.000000 0.000000 0.000000 36
16 0.000000 0.000000 0.000000 36
17 0.000000 0.000000 0.000000 36
18 0.000000 0.000000 0.000000 36
19 0.966120 0.983544 0.974754 16468
20 0.812788 0.915639 0.861153 3082
avg / total 0.909822 0.933036 0.918273 20399
Classification report for turbine 2, turbine category 7.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 0
11 0.000000 0.000000 0.000000 0
12 0.000000 0.000000 0.000000 0
13 0.000000 0.000000 0.000000 0
14 0.000000 0.000000 0.000000 0
15 0.000000 0.000000 0.000000 0
16 0.000000 0.000000 0.000000 0
18 0.000000 0.000000 0.000000 0
19 0.983312 0.983366 0.983339 18096
20 0.895901 0.721233 0.799134 2303
avg / total 0.973444 0.953772 0.962543 20399
Classification report for turbine 2, turbine category 7.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 0
11 0.000000 0.000000 0.000000 0
12 0.000000 0.000000 0.000000 0
13 0.000000 0.000000 0.000000 0
14 0.000000 0.000000 0.000000 0
15 0.000000 0.000000 0.000000 0
16 0.000000 0.000000 0.000000 0
17 0.000000 0.000000 0.000000 0
19 0.987872 0.970742 0.979232 16782
20 0.909544 0.909041 0.909292 3617
avg / total 0.973984 0.959802 0.966831 20399
Classification report for turbine 2, turbine category 7.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 0
11 0.000000 0.000000 0.000000 0
12 0.000000 0.000000 0.000000 0
13 0.000000 0.000000 0.000000 0
14 0.000000 0.000000 0.000000 0
16 0.000000 0.000000 0.000000 0
19 0.976684 0.984454 0.980553 16467
20 0.938862 0.843591 0.888681 3932
avg / total 0.969394 0.957302 0.962845 20399
Classification report for turbine 2, turbine category 7.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 0
11 0.000000 0.000000 0.000000 0
12 0.000000 0.000000 0.000000 0
13 0.000000 0.000000 0.000000 0
14 0.000000 0.000000 0.000000 0
15 0.000000 0.000000 0.000000 0
19 0.979875 0.978954 0.979415 13827
20 0.968907 0.616403 0.753464 6572
avg / total 0.976342 0.862150 0.906620 20399
------------------------------------------------------------------------
Classification report for turbine 2, turbine category 8.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 246
11 0.000000 0.000000 0.000000 155
12 0.000000 0.000000 0.000000 72
13 0.000000 0.000000 0.000000 67
14 0.000000 0.000000 0.000000 36
15 0.000000 0.000000 0.000000 36
16 0.000000 0.000000 0.000000 36
17 0.000000 0.000000 0.000000 36
18 0.000000 0.000000 0.000000 36
19 0.956356 0.984753 0.970347 16266
20 0.870648 0.901260 0.885690 3413
avg / total 0.908260 0.936026 0.921933 20399
Classification report for turbine 2, turbine category 8.0
precision recall f1-score support
10 0.022727 0.001859 0.003436 538
11 0.072727 0.016393 0.026756 244
12 0.000000 0.000000 0.000000 216
13 0.000000 0.000000 0.000000 216
14 0.021739 0.005587 0.008889 179
15 0.000000 0.000000 0.000000 144
16 0.000000 0.000000 0.000000 144
17 0.000000 0.000000 0.000000 144
18 0.000000 0.000000 0.000000 144
19 0.897157 0.971648 0.932918 16789
20 0.564341 0.665448 0.610738 1641
avg / total 0.785446 0.853522 0.817439 20399
Classification report for turbine 2, turbine category 8.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 0
11 0.000000 0.000000 0.000000 0
12 0.000000 0.000000 0.000000 0
13 0.000000 0.000000 0.000000 0
14 0.000000 0.000000 0.000000 0
15 0.000000 0.000000 0.000000 0
16 0.000000 0.000000 0.000000 0
17 0.000000 0.000000 0.000000 0
18 0.000000 0.000000 0.000000 0
19 0.964742 0.944047 0.954283 16782
20 0.858974 0.685375 0.762417 3617
avg / total 0.945988 0.898181 0.920262 20399
Classification report for turbine 2, turbine category 8.0
precision recall f1-score support
10 0.029412 0.269231 0.053030 26
11 0.000000 0.000000 0.000000 72
12 0.000000 0.000000 0.000000 72
13 0.000000 0.000000 0.000000 72
14 0.000000 0.000000 0.000000 72
15 0.000000 0.000000 0.000000 72
16 0.000000 0.000000 0.000000 72
17 0.000000 0.000000 0.000000 72
18 0.000000 0.000000 0.000000 72
19 0.946496 0.969871 0.958041 16197
20 0.846632 0.719167 0.777711 3600
avg / total 0.900978 0.897348 0.898011 20399
Classification report for turbine 2, turbine category 8.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 16
11 0.000000 0.000000 0.000000 144
12 0.039216 0.013889 0.020513 144
13 0.000000 0.000000 0.000000 144
14 0.000000 0.000000 0.000000 144
15 0.000000 0.000000 0.000000 144
16 0.000000 0.000000 0.000000 144
17 0.000000 0.000000 0.000000 144
18 0.006135 0.006944 0.006515 144
19 0.906616 0.954373 0.929882 12909
20 0.935575 0.893546 0.914078 6322
avg / total 0.864000 0.881024 0.871932 20399
------------------------------------------------------------------------
Classification report for turbine 2, turbine category 9.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 61
11 0.000000 0.000000 0.000000 72
12 0.000000 0.000000 0.000000 72
13 0.000000 0.000000 0.000000 72
14 0.000000 0.000000 0.000000 72
15 0.000000 0.000000 0.000000 72
16 0.000000 0.000000 0.000000 72
17 0.000000 0.000000 0.000000 72
18 0.000000 0.000000 0.000000 72
19 0.947679 0.973167 0.960254 16323
20 0.889260 0.852283 0.870379 3439
avg / total 0.908237 0.922398 0.915116 20399
Classification report for turbine 2, turbine category 9.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 115
11 0.000000 0.000000 0.000000 92
12 0.000000 0.000000 0.000000 72
13 0.000000 0.000000 0.000000 72
14 0.000000 0.000000 0.000000 72
15 0.000000 0.000000 0.000000 72
16 0.000000 0.000000 0.000000 72
17 0.000000 0.000000 0.000000 72
18 0.000000 0.000000 0.000000 72
19 0.948634 0.977909 0.963049 17790
20 0.752544 0.740253 0.746348 1898
avg / total 0.897325 0.921712 0.909320 20399
Classification report for turbine 2, turbine category 9.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 0
11 0.000000 0.000000 0.000000 0
12 0.000000 0.000000 0.000000 0
13 0.000000 0.000000 0.000000 0
14 0.000000 0.000000 0.000000 0
15 0.000000 0.000000 0.000000 0
16 0.000000 0.000000 0.000000 0
17 0.000000 0.000000 0.000000 0
18 0.000000 0.000000 0.000000 0
19 0.988344 0.960017 0.973975 16782
20 0.860223 0.661874 0.748125 3617
avg / total 0.965627 0.907152 0.933929 20399
Classification report for turbine 2, turbine category 9.0
precision recall f1-score support
10 0.050000 0.041667 0.045455 24
11 0.062500 0.025000 0.035714 40
12 0.000000 0.000000 0.000000 36
13 0.000000 0.000000 0.000000 36
14 0.000000 0.000000 0.000000 36
15 0.000000 0.000000 0.000000 36
16 0.000000 0.000000 0.000000 36
17 0.000000 0.000000 0.000000 36
18 0.000000 0.000000 0.000000 36
19 0.944428 0.980057 0.961913 16196
20 0.934743 0.795987 0.859803 3887
avg / total 0.928134 0.929899 0.927678 20399
Classification report for turbine 2, turbine category 9.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 0
11 0.000000 0.000000 0.000000 0
12 0.000000 0.000000 0.000000 0
13 0.000000 0.000000 0.000000 0
14 0.000000 0.000000 0.000000 0
15 0.000000 0.000000 0.000000 0
16 0.000000 0.000000 0.000000 0
17 0.000000 0.000000 0.000000 0
18 0.000000 0.000000 0.000000 0
19 0.970748 0.972011 0.971379 13827
20 0.966954 0.921637 0.943752 6572
avg / total 0.969525 0.955782 0.962478 20399
------------------------------------------------------------------------
Classification report for turbine 2, turbine category 10.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 0
11 0.000000 0.000000 0.000000 0
12 0.000000 0.000000 0.000000 0
13 0.000000 0.000000 0.000000 0
14 0.000000 0.000000 0.000000 0
15 0.000000 0.000000 0.000000 0
16 0.000000 0.000000 0.000000 0
17 0.000000 0.000000 0.000000 0
18 0.000000 0.000000 0.000000 0
19 0.977595 0.896387 0.935232 16745
20 0.830340 0.480843 0.609012 3654
avg / total 0.951218 0.821952 0.876797 20399
Classification report for turbine 2, turbine category 10.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 0
11 0.000000 0.000000 0.000000 0
12 0.000000 0.000000 0.000000 0
13 0.000000 0.000000 0.000000 0
14 0.000000 0.000000 0.000000 0
15 0.000000 0.000000 0.000000 0
16 0.000000 0.000000 0.000000 0
17 0.000000 0.000000 0.000000 0
18 0.000000 0.000000 0.000000 0
19 0.978690 0.959328 0.968912 18096
20 0.866055 0.819800 0.842293 2303
avg / total 0.965974 0.943576 0.954617 20399
Classification report for turbine 2, turbine category 10.0
precision recall f1-score support
10 0.176471 0.428571 0.250000 7
11 0.000000 0.000000 0.000000 36
12 0.000000 0.000000 0.000000 36
13 0.000000 0.000000 0.000000 36
14 0.000000 0.000000 0.000000 36
15 0.000000 0.000000 0.000000 36
16 0.000000 0.000000 0.000000 36
17 0.000000 0.000000 0.000000 36
18 0.000000 0.000000 0.000000 36
19 0.964170 0.953060 0.958582 16489
20 0.897743 0.913140 0.905376 3615
avg / total 0.938515 0.932350 0.935377 20399
Classification report for turbine 2, turbine category 10.0
precision recall f1-score support
10 0.039216 0.028892 0.033272 623
11 0.070423 0.012658 0.021459 395
12 0.000000 0.000000 0.000000 305
13 0.096154 0.022523 0.036496 222
14 0.000000 0.000000 0.000000 180
15 0.000000 0.000000 0.000000 180
16 0.000000 0.000000 0.000000 180
17 0.000000 0.000000 0.000000 180
18 0.000000 0.000000 0.000000 180
19 0.874938 0.941980 0.907222 14943
20 0.716927 0.836931 0.772295 3011
avg / total 0.750353 0.814942 0.780396 20399
Classification report for turbine 2, turbine category 10.0
precision recall f1-score support
10 0.168367 0.039711 0.064265 831
11 0.015873 0.002315 0.004040 432
12 0.000000 0.000000 0.000000 385
13 0.000000 0.000000 0.000000 324
14 0.027778 0.003185 0.005714 314
15 0.000000 0.000000 0.000000 288
16 0.000000 0.000000 0.000000 288
17 0.000000 0.000000 0.000000 288
18 0.035714 0.003472 0.006329 288
19 0.815229 0.959993 0.881708 11398
20 0.820485 0.948948 0.880053 5563
avg / total 0.687392 0.796951 0.735537 20399
------------------------------------------------------------------------
Classification report for turbine 2, turbine category 11.0
precision recall f1-score support
19 0.983896 0.988773 0.986328 16745
20 0.947354 0.925835 0.936471 3654
avg / total 0.977350 0.977499 0.977397 20399
Classification report for turbine 2, turbine category 11.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 986
11 0.000000 0.000000 0.000000 289
12 0.000000 0.000000 0.000000 260
13 0.000000 0.000000 0.000000 217
14 0.000000 0.000000 0.000000 180
15 0.000000 0.000000 0.000000 180
16 0.000000 0.000000 0.000000 180
17 0.000000 0.000000 0.000000 180
18 0.000000 0.000000 0.000000 158
19 0.887685 0.989698 0.935920 16307
20 0.577096 0.875513 0.695652 1462
avg / total 0.750978 0.853914 0.798034 20399
Classification report for turbine 2, turbine category 11.0
precision recall f1-score support
10 0.175000 0.132492 0.150808 317
11 0.000000 0.000000 0.000000 112
12 0.010870 0.009259 0.010000 108
13 0.000000 0.000000 0.000000 108
14 0.010309 0.009259 0.009756 108
15 0.000000 0.000000 0.000000 108
16 0.055556 0.018519 0.027778 108
17 0.000000 0.000000 0.000000 108
18 0.000000 0.000000 0.000000 108
19 0.914684 0.944538 0.929371 15993
20 0.787708 0.736107 0.761034 3221
avg / total 0.844625 0.859013 0.851398 20399
Classification report for turbine 2, turbine category 11.0
precision recall f1-score support
10 0.006515 0.012461 0.008556 321
11 0.006623 0.006944 0.006780 144
12 0.008197 0.006944 0.007519 144
13 0.000000 0.000000 0.000000 144
14 0.000000 0.000000 0.000000 144
15 0.000000 0.000000 0.000000 128
16 0.000000 0.000000 0.000000 108
17 0.000000 0.000000 0.000000 108
18 0.000000 0.000000 0.000000 108
19 0.906134 0.911044 0.908582 15502
20 0.830838 0.782131 0.805749 3548
avg / total 0.833321 0.828668 0.830847 20399
Classification report for turbine 2, turbine category 11.0
precision recall f1-score support
10 0.636364 0.116236 0.196568 4336
11 0.032520 0.006221 0.010444 643
12 0.028037 0.011111 0.015915 540
13 0.000000 0.000000 0.000000 502
14 0.048780 0.013889 0.021622 432
15 0.042424 0.016204 0.023451 432
16 0.000000 0.000000 0.000000 432
17 0.027027 0.004926 0.008333 406
18 0.006452 0.002653 0.003759 377
19 0.754456 0.910128 0.825013 10604
20 0.238568 0.794100 0.366907 1695
avg / total 0.551633 0.565077 0.503076 20399
------------------------------------------------------------------------
Classification report for turbine 2, turbine category 16.0
precision recall f1-score support
19 0.981748 0.989370 0.985544 16745
20 0.949489 0.915709 0.932293 3654
avg / total 0.975970 0.976175 0.976006 20399
Classification report for turbine 2, turbine category 16.0
precision recall f1-score support
19 0.986564 0.990053 0.988305 18096
20 0.919607 0.894051 0.906649 2303
avg / total 0.979005 0.979215 0.979087 20399
Classification report for turbine 2, turbine category 16.0
precision recall f1-score support
19 0.990799 0.981766 0.986262 16782
20 0.918833 0.957700 0.937864 3617
avg / total 0.978039 0.977499 0.977680 20399
Classification report for turbine 2, turbine category 16.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 16
11 0.000000 0.000000 0.000000 36
12 0.000000 0.000000 0.000000 36
13 0.000000 0.000000 0.000000 36
14 0.000000 0.000000 0.000000 36
15 0.000000 0.000000 0.000000 36
16 0.000000 0.000000 0.000000 36
17 0.000000 0.000000 0.000000 36
18 0.000000 0.000000 0.000000 36
19 0.972355 0.989849 0.981024 16452
20 0.875651 0.877573 0.876611 3643
avg / total 0.940594 0.955047 0.947757 20399
Classification report for turbine 2, turbine category 16.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 0
11 0.000000 0.000000 0.000000 0
12 0.000000 0.000000 0.000000 0
15 0.000000 0.000000 0.000000 0
18 0.000000 0.000000 0.000000 0
19 0.982590 0.975555 0.979060 13827
20 0.968553 0.960743 0.964632 6572
avg / total 0.978068 0.970783 0.974412 20399
------------------------------------------------------------------------
Classification report for turbine 2, turbine category 18.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 53
11 0.000000 0.000000 0.000000 288
12 0.041667 0.003472 0.006410 288
13 0.000000 0.000000 0.000000 288
14 0.000000 0.000000 0.000000 288
15 0.069767 0.011029 0.019048 272
16 0.000000 0.000000 0.000000 252
17 0.000000 0.000000 0.000000 252
18 0.000000 0.000000 0.000000 252
19 0.856962 0.966957 0.908643 14678
20 0.880191 0.899369 0.889677 3488
avg / total 0.768644 0.849748 0.806279 20399
Classification report for turbine 2, turbine category 18.0
precision recall f1-score support
10 0.083333 0.080000 0.081633 25
11 0.083832 0.097222 0.090032 144
12 0.025510 0.034722 0.029412 144
13 0.018634 0.020833 0.019672 144
14 0.007143 0.013889 0.009434 144
15 0.008021 0.020833 0.011583 144
16 0.002999 0.013889 0.004932 144
17 0.000000 0.000000 0.000000 144
18 0.008621 0.020833 0.012195 144
19 0.922823 0.853935 0.887044 17013
20 0.792671 0.744228 0.767686 2209
avg / total 0.856677 0.794451 0.824288 20399
Classification report for turbine 2, turbine category 18.0
precision recall f1-score support
10 0.065217 0.157895 0.092308 19
11 0.030457 0.055556 0.039344 108
12 0.010870 0.018519 0.013699 108
13 0.013423 0.018519 0.015564 108
14 0.000000 0.000000 0.000000 108
15 0.008850 0.018519 0.011976 108
16 0.007092 0.009259 0.008032 108
17 0.011364 0.018519 0.014085 108
18 0.007968 0.018519 0.011142 108
19 0.933540 0.908988 0.921100 15932
20 0.909037 0.850446 0.878766 3584
avg / total 0.889362 0.860336 0.874480 20399
Classification report for turbine 2, turbine category 18.0
precision recall f1-score support
10 0.016529 0.111111 0.028777 18
11 0.053571 0.111111 0.072289 108
12 0.005848 0.009259 0.007168 108
13 0.013793 0.018519 0.015810 108
14 0.021583 0.027778 0.024291 108
15 0.000000 0.000000 0.000000 108
16 0.021429 0.027778 0.024194 108
17 0.004566 0.009259 0.006116 108
18 0.000000 0.000000 0.000000 108
19 0.923953 0.911855 0.917864 15656
20 0.926261 0.823103 0.871640 3861
avg / total 0.885095 0.856807 0.870248 20399
Classification report for turbine 2, turbine category 18.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 12
11 0.044776 0.041667 0.043165 72
12 0.030612 0.041667 0.035294 72
13 0.000000 0.000000 0.000000 72
14 0.000000 0.000000 0.000000 72
15 0.004484 0.013889 0.006780 72
16 0.021127 0.041667 0.028037 72
17 0.007576 0.013889 0.009804 72
18 0.000000 0.000000 0.000000 72
19 0.948562 0.924117 0.936180 13310
20 0.952783 0.937394 0.945026 6501
avg / total 0.922948 0.902250 0.912448 20399
------------------------------------------------------------------------
Classification report for turbine 2, turbine category 19.0
precision recall f1-score support
19 0.984459 0.987340 0.985897 16745
20 0.941193 0.928571 0.934840 3654
avg / total 0.976709 0.976813 0.976751 20399
Classification report for turbine 2, turbine category 19.0
precision recall f1-score support
19 0.976906 0.991158 0.983981 18096
20 0.921530 0.815892 0.865500 2303
avg / total 0.970654 0.971371 0.970604 20399
Classification report for turbine 2, turbine category 19.0
precision recall f1-score support
19 0.988210 0.978906 0.983536 16782
20 0.906225 0.945811 0.925595 3617
avg / total 0.973673 0.973038 0.973262 20399
Classification report for turbine 2, turbine category 19.0
precision recall f1-score support
19 0.968112 0.990041 0.978953 16467
20 0.953920 0.863428 0.906421 3932
avg / total 0.965376 0.965636 0.964972 20399
Classification report for turbine 2, turbine category 19.0
precision recall f1-score support
19 0.985720 0.983511 0.984614 13827
20 0.965470 0.970024 0.967742 6572
avg / total 0.979196 0.979166 0.979178 20399
------------------------------------------------------------------------
Classification report for turbine 2, turbine category 20.0
precision recall f1-score support
19 0.974256 0.989907 0.982020 16745
20 0.950074 0.880131 0.913766 3654
avg / total 0.969925 0.970244 0.969794 20399
Classification report for turbine 2, turbine category 20.0
precision recall f1-score support
19 0.986085 0.990771 0.988423 18096
20 0.924673 0.890143 0.907080 2303
avg / total 0.979152 0.979411 0.979239 20399
Classification report for turbine 2, turbine category 20.0
precision recall f1-score support
19 0.989353 0.980098 0.984704 16782
20 0.911500 0.951064 0.930862 3617
avg / total 0.975549 0.974950 0.975157 20399
Classification report for turbine 2, turbine category 20.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 23
11 0.000000 0.000000 0.000000 36
12 0.000000 0.000000 0.000000 36
13 0.000000 0.000000 0.000000 36
14 0.000000 0.000000 0.000000 36
15 0.000000 0.000000 0.000000 36
16 0.000000 0.000000 0.000000 36
17 0.000000 0.000000 0.000000 36
18 0.000000 0.000000 0.000000 36
19 0.953818 0.990728 0.971922 16177
20 0.952447 0.875735 0.912482 3911
avg / total 0.939013 0.953576 0.945708 20399
Classification report for turbine 2, turbine category 20.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 56
11 0.000000 0.000000 0.000000 108
12 0.000000 0.000000 0.000000 108
13 0.000000 0.000000 0.000000 99
14 0.000000 0.000000 0.000000 72
15 0.000000 0.000000 0.000000 72
16 0.000000 0.000000 0.000000 72
17 0.000000 0.000000 0.000000 72
18 0.000000 0.000000 0.000000 72
19 0.944755 0.979206 0.961672 13273
20 0.940845 0.967475 0.953974 6395
avg / total 0.909674 0.940438 0.924797 20399
------------------------------------------------------------------------
Classification report for turbine 3, turbine category 2.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 62
11 0.000000 0.000000 0.000000 108
12 0.000000 0.000000 0.000000 97
13 0.000000 0.000000 0.000000 72
14 0.000000 0.000000 0.000000 72
15 0.000000 0.000000 0.000000 72
16 0.000000 0.000000 0.000000 72
17 0.000000 0.000000 0.000000 72
18 0.000000 0.000000 0.000000 72
19 0.948151 0.971459 0.959664 16678
20 0.881836 0.940101 0.910037 4374
avg / total 0.904345 0.933934 0.918844 21751
Classification report for turbine 3, turbine category 2.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 41
11 0.000000 0.000000 0.000000 36
12 0.000000 0.000000 0.000000 36
13 0.000000 0.000000 0.000000 36
14 0.000000 0.000000 0.000000 36
15 0.021739 0.055556 0.031250 36
16 0.000000 0.000000 0.000000 36
17 0.000000 0.000000 0.000000 36
18 0.000000 0.000000 0.000000 36
19 0.967968 0.946750 0.957241 18385
20 0.867931 0.889365 0.878517 3037
avg / total 0.939395 0.924509 0.931822 21751
Classification report for turbine 3, turbine category 2.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 0
11 0.000000 0.000000 0.000000 0
12 0.000000 0.000000 0.000000 0
13 0.000000 0.000000 0.000000 0
14 0.000000 0.000000 0.000000 0
15 0.000000 0.000000 0.000000 0
16 0.000000 0.000000 0.000000 0
17 0.000000 0.000000 0.000000 0
18 0.000000 0.000000 0.000000 0
19 0.978222 0.950717 0.964273 15969
20 0.954282 0.938603 0.946377 5782
avg / total 0.971858 0.947497 0.959516 21751
Classification report for turbine 3, turbine category 2.0
precision recall f1-score support
10 0.250000 0.019608 0.036364 51
11 0.057143 0.027778 0.037383 72
12 0.042553 0.027778 0.033613 72
13 0.000000 0.000000 0.000000 72
14 0.034483 0.013889 0.019802 72
15 0.043478 0.013889 0.021053 72
16 0.000000 0.000000 0.000000 72
17 0.000000 0.000000 0.000000 72
18 0.000000 0.000000 0.000000 72
19 0.966844 0.976391 0.971594 19950
20 0.769004 0.887564 0.824041 1174
avg / total 0.929469 0.943773 0.936078 21751
Classification report for turbine 3, turbine category 2.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 0
11 0.000000 0.000000 0.000000 0
12 0.000000 0.000000 0.000000 0
13 0.000000 0.000000 0.000000 0
14 0.000000 0.000000 0.000000 0
15 0.000000 0.000000 0.000000 0
16 0.000000 0.000000 0.000000 0
17 0.000000 0.000000 0.000000 0
18 0.000000 0.000000 0.000000 0
19 0.989036 0.978813 0.983898 19446
20 0.934802 0.901952 0.918083 2305
avg / total 0.983289 0.970668 0.976924 21751
------------------------------------------------------------------------
Classification report for turbine 3, turbine category 3.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 22
11 0.000000 0.000000 0.000000 180
12 0.000000 0.000000 0.000000 180
13 0.000000 0.000000 0.000000 180
14 0.000000 0.000000 0.000000 180
15 0.000000 0.000000 0.000000 180
16 0.000000 0.000000 0.000000 180
17 0.000000 0.000000 0.000000 180
18 0.000000 0.000000 0.000000 180
19 0.916430 0.682390 0.782280 16070
20 0.401942 0.932211 0.561697 4219
avg / total 0.755037 0.684980 0.686913 21751
Classification report for turbine 3, turbine category 3.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 5
11 0.000000 0.000000 0.000000 36
12 0.000000 0.000000 0.000000 36
13 0.000000 0.000000 0.000000 36
14 0.000000 0.000000 0.000000 36
15 0.000000 0.000000 0.000000 36
16 0.000000 0.000000 0.000000 36
17 0.000000 0.000000 0.000000 36
18 0.000000 0.000000 0.000000 36
19 0.977476 0.895133 0.934494 18471
20 0.857324 0.905256 0.880638 2987
avg / total 0.947808 0.884465 0.914510 21751
Classification report for turbine 3, turbine category 3.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 0
11 0.000000 0.000000 0.000000 0
12 0.000000 0.000000 0.000000 0
13 0.000000 0.000000 0.000000 0
14 0.000000 0.000000 0.000000 0
15 0.000000 0.000000 0.000000 0
16 0.000000 0.000000 0.000000 0
17 0.000000 0.000000 0.000000 0
18 0.000000 0.000000 0.000000 0
19 0.983141 0.912956 0.946750 15969
20 0.936612 0.889312 0.912349 5782
avg / total 0.970772 0.906671 0.937605 21751
Classification report for turbine 3, turbine category 3.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 0
11 0.000000 0.000000 0.000000 0
12 0.000000 0.000000 0.000000 0
13 0.000000 0.000000 0.000000 0
14 0.000000 0.000000 0.000000 0
15 0.000000 0.000000 0.000000 0
16 0.000000 0.000000 0.000000 0
17 0.000000 0.000000 0.000000 0
18 0.000000 0.000000 0.000000 0
19 0.993541 0.967621 0.980410 20507
20 0.815063 0.878617 0.845648 1244
avg / total 0.983333 0.962530 0.972702 21751
Classification report for turbine 3, turbine category 3.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 0
11 0.000000 0.000000 0.000000 0
12 0.000000 0.000000 0.000000 0
13 0.000000 0.000000 0.000000 0
14 0.000000 0.000000 0.000000 0
15 0.000000 0.000000 0.000000 0
16 0.000000 0.000000 0.000000 0
17 0.000000 0.000000 0.000000 0
18 0.000000 0.000000 0.000000 0
19 0.990231 0.979996 0.985087 19446
20 0.936131 0.890239 0.912608 2305
avg / total 0.984498 0.970484 0.977406 21751
------------------------------------------------------------------------
Classification report for turbine 3, turbine category 4.0
precision recall f1-score support
19 0.983484 0.939382 0.960927 17305
20 0.799119 0.938596 0.863260 4446
avg / total 0.945799 0.939221 0.940963 21751
Classification report for turbine 3, turbine category 4.0
precision recall f1-score support
19 0.989470 0.981731 0.985585 18665
20 0.894493 0.936811 0.915163 3086
avg / total 0.975995 0.975357 0.975594 21751
Classification report for turbine 3, turbine category 4.0
precision recall f1-score support
19 0.982756 0.985034 0.983894 15969
20 0.958399 0.952266 0.955322 5782
avg / total 0.976281 0.976323 0.976299 21751
Classification report for turbine 3, turbine category 4.0
precision recall f1-score support
19 0.994619 0.991515 0.993065 20507
20 0.866972 0.911576 0.888715 1244
avg / total 0.987319 0.986943 0.987097 21751
Classification report for turbine 3, turbine category 4.0
precision recall f1-score support
19 0.991488 0.994343 0.992914 19446
20 0.951089 0.927983 0.939394 2305
avg / total 0.987207 0.987311 0.987242 21751
------------------------------------------------------------------------
Classification report for turbine 3, turbine category 5.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 63
11 0.000000 0.000000 0.000000 72
12 0.000000 0.000000 0.000000 72
13 0.017544 0.013889 0.015504 72
14 0.000000 0.000000 0.000000 72
15 0.017241 0.027778 0.021277 72
16 0.000000 0.000000 0.000000 72
17 0.000000 0.000000 0.000000 72
18 0.000000 0.000000 0.000000 72
19 0.950488 0.934499 0.942426 16763
20 0.851227 0.916992 0.882887 4349
avg / total 0.902833 0.903683 0.902956 21751
Classification report for turbine 3, turbine category 5.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 0
11 0.000000 0.000000 0.000000 0
12 0.000000 0.000000 0.000000 0
13 0.000000 0.000000 0.000000 0
14 0.000000 0.000000 0.000000 0
15 0.000000 0.000000 0.000000 0
16 0.000000 0.000000 0.000000 0
17 0.000000 0.000000 0.000000 0
18 0.000000 0.000000 0.000000 0
19 0.985731 0.962282 0.973865 18665
20 0.895847 0.908620 0.902188 3086
avg / total 0.972978 0.954669 0.963696 21751
Classification report for turbine 3, turbine category 5.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 7
11 0.000000 0.000000 0.000000 36
12 0.000000 0.000000 0.000000 36
13 0.000000 0.000000 0.000000 36
14 0.000000 0.000000 0.000000 36
15 0.000000 0.000000 0.000000 36
16 0.000000 0.000000 0.000000 36
17 0.000000 0.000000 0.000000 36
18 0.000000 0.000000 0.000000 36
19 0.955529 0.954007 0.954767 15698
20 0.939240 0.867141 0.901752 5758
avg / total 0.938257 0.918073 0.927784 21751
Classification report for turbine 3, turbine category 5.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 13
11 0.000000 0.000000 0.000000 36
12 0.000000 0.000000 0.000000 36
13 0.000000 0.000000 0.000000 36
14 0.000000 0.000000 0.000000 36
15 0.000000 0.000000 0.000000 36
16 0.000000 0.000000 0.000000 36
17 0.000000 0.000000 0.000000 36
18 0.000000 0.000000 0.000000 36
19 0.981881 0.979022 0.980449 20259
20 0.807810 0.885810 0.845014 1191
avg / total 0.958762 0.960370 0.959466 21751
Classification report for turbine 3, turbine category 5.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 0
11 0.000000 0.000000 0.000000 0
12 0.000000 0.000000 0.000000 0
13 0.000000 0.000000 0.000000 0
14 0.000000 0.000000 0.000000 0
15 0.000000 0.000000 0.000000 0
16 0.000000 0.000000 0.000000 0
17 0.000000 0.000000 0.000000 0
18 0.000000 0.000000 0.000000 0
19 0.989841 0.982053 0.985931 19446
20 0.930724 0.897614 0.913869 2305
avg / total 0.983576 0.973105 0.978295 21751
------------------------------------------------------------------------
Classification report for turbine 3, turbine category 6.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 0
11 0.000000 0.000000 0.000000 0
12 0.000000 0.000000 0.000000 0
13 0.000000 0.000000 0.000000 0
14 0.000000 0.000000 0.000000 0
15 0.000000 0.000000 0.000000 0
16 0.000000 0.000000 0.000000 0
17 0.000000 0.000000 0.000000 0
18 0.000000 0.000000 0.000000 0
19 0.970905 0.933314 0.951738 17305
20 0.892242 0.851102 0.871187 4446
avg / total 0.954826 0.916510 0.935273 21751
Classification report for turbine 3, turbine category 6.0
precision recall f1-score support
10 0.060606 0.122449 0.081081 49
11 0.000000 0.000000 0.000000 72
12 0.000000 0.000000 0.000000 72
13 0.000000 0.000000 0.000000 72
14 0.133333 0.027778 0.045977 72
15 0.000000 0.000000 0.000000 72
16 0.000000 0.000000 0.000000 72
17 0.000000 0.000000 0.000000 72
18 0.000000 0.000000 0.000000 72
19 0.958666 0.975246 0.966885 18098
20 0.869374 0.912153 0.890250 3028
avg / total 0.919267 0.938807 0.928768 21751
Classification report for turbine 3, turbine category 6.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 0
11 0.000000 0.000000 0.000000 0
12 0.000000 0.000000 0.000000 0
13 0.000000 0.000000 0.000000 0
14 0.000000 0.000000 0.000000 0
15 0.000000 0.000000 0.000000 0
16 0.000000 0.000000 0.000000 0
17 0.000000 0.000000 0.000000 0
18 0.000000 0.000000 0.000000 0
19 0.984588 0.960110 0.972195 15969
20 0.953898 0.926842 0.940175 5782
avg / total 0.976430 0.951267 0.963683 21751
Classification report for turbine 3, turbine category 6.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 0
11 0.000000 0.000000 0.000000 0
12 0.000000 0.000000 0.000000 0
13 0.000000 0.000000 0.000000 0
14 0.000000 0.000000 0.000000 0
15 0.000000 0.000000 0.000000 0
16 0.000000 0.000000 0.000000 0
17 0.000000 0.000000 0.000000 0
18 0.000000 0.000000 0.000000 0
19 0.993772 0.980446 0.987064 20507
20 0.827430 0.882637 0.854142 1244
avg / total 0.984259 0.974852 0.979462 21751
Classification report for turbine 3, turbine category 6.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 57
11 0.520000 0.120370 0.195489 108
12 0.045455 0.009259 0.015385 108
13 0.062500 0.009259 0.016129 108
14 0.000000 0.000000 0.000000 108
15 0.000000 0.000000 0.000000 108
16 0.000000 0.000000 0.000000 108
17 0.000000 0.000000 0.000000 108
18 0.000000 0.000000 0.000000 108
19 0.948252 0.984564 0.966067 18593
20 0.910706 0.916406 0.913547 2237
avg / total 0.907357 0.936555 0.920886 21751
------------------------------------------------------------------------
Classification report for turbine 3, turbine category 7.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 347
11 0.000000 0.000000 0.000000 72
12 0.000000 0.000000 0.000000 72
13 0.000000 0.000000 0.000000 72
14 0.000000 0.000000 0.000000 72
15 0.000000 0.000000 0.000000 72
16 0.000000 0.000000 0.000000 72
17 0.000000 0.000000 0.000000 72
18 0.000000 0.000000 0.000000 72
19 0.952418 0.944952 0.948671 16840
20 0.729386 0.904965 0.807744 3988
avg / total 0.871110 0.897522 0.882575 21751
Classification report for turbine 3, turbine category 7.0
precision recall f1-score support
10 0.682927 0.157303 0.255708 178
11 0.000000 0.000000 0.000000 41
12 0.000000 0.000000 0.000000 36
13 0.000000 0.000000 0.000000 36
14 0.000000 0.000000 0.000000 36
15 0.000000 0.000000 0.000000 36
16 0.000000 0.000000 0.000000 36
17 0.000000 0.000000 0.000000 36
18 0.000000 0.000000 0.000000 36
19 0.970855 0.958975 0.964879 18306
20 0.884067 0.917956 0.900693 2974
avg / total 0.943554 0.933888 0.937301 21751
Classification report for turbine 3, turbine category 7.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 0
11 0.000000 0.000000 0.000000 0
12 0.000000 0.000000 0.000000 0
13 0.000000 0.000000 0.000000 0
14 0.000000 0.000000 0.000000 0
15 0.000000 0.000000 0.000000 0
16 0.000000 0.000000 0.000000 0
17 0.000000 0.000000 0.000000 0
18 0.000000 0.000000 0.000000 0
19 0.957236 0.948964 0.953082 15969
20 0.916532 0.687478 0.785651 5782
avg / total 0.946416 0.879454 0.908574 21751
Classification report for turbine 3, turbine category 7.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 0
11 0.000000 0.000000 0.000000 0
12 0.000000 0.000000 0.000000 0
13 0.000000 0.000000 0.000000 0
14 0.000000 0.000000 0.000000 0
15 0.000000 0.000000 0.000000 0
16 0.000000 0.000000 0.000000 0
17 0.000000 0.000000 0.000000 0
18 0.000000 0.000000 0.000000 0
19 0.992797 0.974545 0.983586 20507
20 0.826222 0.856109 0.840900 1244
avg / total 0.983270 0.967772 0.975426 21751
Classification report for turbine 3, turbine category 7.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 14
11 0.000000 0.000000 0.000000 36
12 0.000000 0.000000 0.000000 36
13 0.000000 0.000000 0.000000 36
14 0.000000 0.000000 0.000000 36
15 0.000000 0.000000 0.000000 36
16 0.000000 0.000000 0.000000 36
17 0.000000 0.000000 0.000000 36
18 0.000000 0.000000 0.000000 36
19 0.983928 0.984997 0.984462 19329
20 0.860134 0.910849 0.884765 2120
avg / total 0.958201 0.964094 0.961076 21751
------------------------------------------------------------------------
Classification report for turbine 3, turbine category 8.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 92
11 0.009217 0.006601 0.007692 606
12 0.001222 0.001852 0.001473 540
13 0.004739 0.003731 0.004175 536
14 0.031008 0.008715 0.013605 459
15 0.013514 0.002469 0.004175 405
16 0.100000 0.010101 0.018349 396
17 0.056180 0.012987 0.021097 385
18 0.103448 0.009404 0.017241 319
19 0.822438 0.821658 0.822048 14775
20 0.565306 0.855466 0.680757 3238
avg / total 0.648462 0.686589 0.661421 21751
Classification report for turbine 3, turbine category 8.0
precision recall f1-score support
10 0.009174 0.250000 0.017699 4
11 0.071429 0.250000 0.111111 36
12 0.000000 0.000000 0.000000 36
13 0.000000 0.000000 0.000000 36
14 0.000000 0.000000 0.000000 36
15 0.009091 0.027778 0.013699 36
16 0.018868 0.055556 0.028169 36
17 0.000000 0.000000 0.000000 36
18 0.000000 0.000000 0.000000 36
19 0.978590 0.956939 0.967643 18532
20 0.824629 0.798428 0.811317 2927
avg / total 0.944900 0.923360 0.933873 21751
Classification report for turbine 3, turbine category 8.0
precision recall f1-score support
10 0.031579 0.053571 0.039735 56
11 0.011905 0.009259 0.010417 108
12 0.000000 0.000000 0.000000 108
13 0.000000 0.000000 0.000000 108
14 0.000000 0.000000 0.000000 100
15 0.000000 0.000000 0.000000 72
16 0.000000 0.000000 0.000000 72
17 0.000000 0.000000 0.000000 72
18 0.000000 0.000000 0.000000 72
19 0.930815 0.948393 0.939522 15250
20 0.914511 0.789290 0.847299 5733
avg / total 0.893792 0.873155 0.882195 21751
Classification report for turbine 3, turbine category 8.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 23
11 0.000000 0.000000 0.000000 72
12 0.086957 0.083333 0.085106 72
13 0.000000 0.000000 0.000000 87
14 0.037975 0.027778 0.032086 108
15 0.000000 0.000000 0.000000 108
16 0.000000 0.000000 0.000000 108
17 0.000000 0.000000 0.000000 108
18 0.000000 0.000000 0.000000 108
19 0.956587 0.969961 0.963228 19741
20 0.820556 0.800987 0.810653 1216
avg / total 0.914539 0.925521 0.919977 21751
Classification report for turbine 3, turbine category 8.0
precision recall f1-score support
10 0.027027 0.014388 0.018779 139
11 0.039370 0.023148 0.029155 216
12 0.000000 0.000000 0.000000 216
13 0.013699 0.009950 0.011527 201
14 0.021097 0.031250 0.025189 160
15 0.041667 0.041667 0.041667 144
16 0.011364 0.013889 0.012500 144
17 0.000000 0.000000 0.000000 144
18 0.000000 0.000000 0.000000 144
19 0.925930 0.938782 0.932312 18083
20 0.880500 0.880093 0.880296 2160
avg / total 0.858420 0.868880 0.863569 21751
------------------------------------------------------------------------
Classification report for turbine 3, turbine category 9.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 142
11 0.006494 0.004630 0.005405 216
12 0.008299 0.009259 0.008753 216
13 0.000000 0.000000 0.000000 216
14 0.000000 0.000000 0.000000 216
15 0.010753 0.004630 0.006472 216
16 0.000000 0.000000 0.000000 200
17 0.011349 0.050000 0.018499 180
18 0.019231 0.011111 0.014085 180
19 0.898038 0.867623 0.882568 15826
20 0.792705 0.860246 0.825095 4143
avg / total 0.804908 0.795825 0.799789 21751
Classification report for turbine 3, turbine category 9.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 5
11 0.000000 0.000000 0.000000 36
12 0.000000 0.000000 0.000000 36
13 0.000000 0.000000 0.000000 36
14 0.000000 0.000000 0.000000 36
15 0.000000 0.000000 0.000000 36
16 0.005587 0.027778 0.009302 36
17 0.000000 0.000000 0.000000 36
18 0.000000 0.000000 0.000000 36
19 0.974169 0.881936 0.925761 18473
20 0.840522 0.842211 0.841365 2985
avg / total 0.942714 0.864650 0.901724 21751
Classification report for turbine 3, turbine category 9.0
precision recall f1-score support
10 0.223022 0.158974 0.185629 195
11 0.000000 0.000000 0.000000 153
12 0.000000 0.000000 0.000000 103
13 0.000000 0.000000 0.000000 72
14 0.003448 0.013889 0.005525 72
15 0.000000 0.000000 0.000000 72
16 0.000000 0.000000 0.000000 72
17 0.000000 0.000000 0.000000 72
18 0.000000 0.000000 0.000000 72
19 0.943827 0.944318 0.944072 15373
20 0.909905 0.869336 0.889158 5495
avg / total 0.898952 0.888511 0.893556 21751
Classification report for turbine 3, turbine category 9.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 14
11 0.000000 0.000000 0.000000 108
12 0.000000 0.000000 0.000000 108
13 0.009901 0.009259 0.009569 108
14 0.008547 0.009259 0.008889 108
15 0.011236 0.009259 0.010152 108
16 0.000000 0.000000 0.000000 108
17 0.000000 0.000000 0.000000 108
18 0.000000 0.000000 0.000000 108
19 0.952753 0.946222 0.949476 19692
20 0.771499 0.797629 0.784346 1181
avg / total 0.904601 0.900097 0.902326 21751
Classification report for turbine 3, turbine category 9.0
precision recall f1-score support
10 0.056180 0.046729 0.051020 107
11 0.018868 0.027778 0.022472 72
12 0.000000 0.000000 0.000000 72
13 0.000000 0.000000 0.000000 72
14 0.008547 0.013889 0.010582 72
15 0.000000 0.000000 0.000000 72
16 0.000000 0.000000 0.000000 72
17 0.000000 0.000000 0.000000 72
18 0.000000 0.000000 0.000000 72
19 0.966118 0.958483 0.962285 18980
20 0.846082 0.863506 0.854705 2088
avg / total 0.924625 0.919636 0.922102 21751
------------------------------------------------------------------------
Classification report for turbine 3, turbine category 10.0
precision recall f1-score support
10 0.780650 0.794974 0.787747 2507
11 0.129140 0.257264 0.171960 1652
12 0.055046 0.134948 0.078195 1156
13 0.032862 0.102199 0.049732 773
14 0.020478 0.063047 0.030915 571
15 0.012285 0.037221 0.018473 403
16 0.042693 0.082278 0.056216 316
17 0.015432 0.040984 0.022422 244
18 0.005539 0.060185 0.010144 216
19 0.630805 0.177620 0.277189 12082
20 0.361111 0.134899 0.196421 1831
avg / total 0.486283 0.236587 0.282606 21751
Classification report for turbine 3, turbine category 10.0
precision recall f1-score support
10 0.040000 0.653846 0.075388 78
11 0.006006 0.013889 0.008386 288
12 0.006693 0.017361 0.009662 288
13 0.009025 0.018450 0.012121 271
14 0.007317 0.011905 0.009063 252
15 0.000000 0.000000 0.000000 252
16 0.000000 0.000000 0.000000 252
17 0.000000 0.000000 0.000000 252
18 0.000000 0.000000 0.000000 252
19 0.888797 0.820133 0.853086 16957
20 0.624622 0.316980 0.420544 2609
avg / total 0.768334 0.680520 0.716271 21751
Classification report for turbine 3, turbine category 10.0
precision recall f1-score support
10 0.001356 0.222222 0.002695 9
11 0.007619 0.055556 0.013400 72
12 0.002714 0.027778 0.004944 72
13 0.004115 0.013889 0.006349 72
14 0.008065 0.027778 0.012500 72
15 0.000000 0.000000 0.000000 72
16 0.005076 0.013889 0.007435 72
17 0.004444 0.013889 0.006734 72
18 0.000000 0.000000 0.000000 72
19 0.945089 0.861353 0.901280 15406
20 0.918641 0.558681 0.694807 5760
avg / total 0.912774 0.758632 0.822534 21751
Classification report for turbine 3, turbine category 10.0
precision recall f1-score support
10 0.696629 0.481865 0.569678 386
11 0.000000 0.000000 0.000000 144
12 0.000000 0.000000 0.000000 144
13 0.000000 0.000000 0.000000 144
14 0.000000 0.000000 0.000000 144
15 0.000000 0.000000 0.000000 144
16 0.000000 0.000000 0.000000 144
17 0.000000 0.000000 0.000000 143
18 0.000000 0.000000 0.000000 108
19 0.937665 0.914722 0.926052 19372
20 0.602769 0.644647 0.623005 878
avg / total 0.871803 0.849248 0.860023 21751
Classification report for turbine 3, turbine category 10.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 4
11 0.000000 0.000000 0.000000 36
12 0.003534 0.027778 0.006270 36
13 0.000000 0.000000 0.000000 36
14 0.003937 0.027778 0.006897 36
15 0.000000 0.000000 0.000000 36
16 0.000000 0.000000 0.000000 36
17 0.000000 0.000000 0.000000 36
18 0.000000 0.000000 0.000000 36
19 0.975479 0.923571 0.948816 19168
20 0.879518 0.477957 0.619344 2291
avg / total 0.952289 0.864328 0.901397 21751
------------------------------------------------------------------------
Classification report for turbine 3, turbine category 11.0
precision recall f1-score support
19 0.982865 0.967871 0.975310 17305
20 0.881953 0.934323 0.907383 4446
avg / total 0.962238 0.961013 0.961426 21751
Classification report for turbine 3, turbine category 11.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 1496
11 0.000000 0.000000 0.000000 613
12 0.000000 0.000000 0.000000 424
13 0.000000 0.000000 0.000000 381
14 0.000000 0.000000 0.000000 347
15 0.000000 0.000000 0.000000 324
16 0.000000 0.000000 0.000000 238
17 0.000000 0.000000 0.000000 216
18 0.000000 0.000000 0.000000 200
19 0.844150 0.981712 0.907749 15912
20 0.447628 0.908125 0.599670 1600
avg / total 0.650468 0.784975 0.708178 21751
Classification report for turbine 3, turbine category 11.0
precision recall f1-score support
10 0.050109 0.034535 0.040889 666
11 0.000000 0.000000 0.000000 72
12 0.000000 0.000000 0.000000 72
13 0.000000 0.000000 0.000000 72
14 0.000000 0.000000 0.000000 72
15 0.000000 0.000000 0.000000 72
16 0.000000 0.000000 0.000000 72
17 0.000000 0.000000 0.000000 72
18 0.015152 0.027778 0.019608 72
19 0.960033 0.901362 0.929773 15643
20 0.790617 0.890053 0.837394 4866
avg / total 0.868898 0.848513 0.857332 21751
Classification report for turbine 3, turbine category 11.0
precision recall f1-score support
10 0.031250 0.053571 0.039474 56
11 0.004926 0.013889 0.007273 72
12 0.020270 0.041667 0.027273 72
13 0.018018 0.023256 0.020305 86
14 0.000000 0.000000 0.000000 108
15 0.000000 0.000000 0.000000 108
16 0.000000 0.000000 0.000000 108
17 0.030303 0.018519 0.022989 108
18 0.000000 0.000000 0.000000 108
19 0.956439 0.942623 0.949481 19729
20 0.790752 0.843645 0.816343 1196
avg / total 0.911393 0.901890 0.906513 21751
Classification report for turbine 3, turbine category 11.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 20
11 0.000000 0.000000 0.000000 144
12 0.000000 0.000000 0.000000 144
13 0.005848 0.007692 0.006645 130
14 0.000000 0.000000 0.000000 108
15 0.005650 0.009259 0.007018 108
16 0.006536 0.009259 0.007663 108
17 0.006803 0.009259 0.007843 108
18 0.011050 0.018519 0.013841 108
19 0.942248 0.919142 0.930552 18514
20 0.899596 0.690128 0.781062 2259
avg / total 0.895636 0.854306 0.873406 21751
------------------------------------------------------------------------
Classification report for turbine 3, turbine category 16.0
precision recall f1-score support
19 0.976971 0.718290 0.827894 17305
20 0.460013 0.934098 0.616446 4446
avg / total 0.871302 0.762402 0.784673 21751
Classification report for turbine 3, turbine category 16.0
precision recall f1-score support
19 0.989549 0.984088 0.986811 18665
20 0.906867 0.937135 0.921753 3086
avg / total 0.977818 0.977426 0.977580 21751
Classification report for turbine 3, turbine category 16.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 64
11 0.000000 0.000000 0.000000 37
12 0.000000 0.000000 0.000000 36
13 0.000000 0.000000 0.000000 36
14 0.000000 0.000000 0.000000 36
15 0.000000 0.000000 0.000000 36
16 0.000000 0.000000 0.000000 36
17 0.000000 0.000000 0.000000 36
18 0.000000 0.000000 0.000000 36
19 0.977479 0.982237 0.979852 15819
20 0.918873 0.964331 0.941053 5579
avg / total 0.946583 0.961703 0.953998 21751
Classification report for turbine 3, turbine category 16.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 0
11 0.000000 0.000000 0.000000 0
12 0.000000 0.000000 0.000000 0
13 0.000000 0.000000 0.000000 0
14 0.000000 0.000000 0.000000 0
19 0.995817 0.986834 0.991305 20507
20 0.835864 0.929260 0.880091 1244
avg / total 0.986669 0.983541 0.984945 21751
Classification report for turbine 3, turbine category 16.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 0
11 0.000000 0.000000 0.000000 0
12 0.000000 0.000000 0.000000 0
13 0.000000 0.000000 0.000000 0
15 0.000000 0.000000 0.000000 0
19 0.991019 0.993006 0.992012 19446
20 0.945826 0.924078 0.934826 2305
avg / total 0.986230 0.985702 0.985951 21751
------------------------------------------------------------------------
Classification report for turbine 3, turbine category 18.0
precision recall f1-score support
10 0.065217 0.055556 0.060000 54
11 0.014085 0.003086 0.005063 324
12 0.000000 0.000000 0.000000 324
13 0.000000 0.000000 0.000000 324
14 0.000000 0.000000 0.000000 324
15 0.000000 0.000000 0.000000 324
16 0.000000 0.000000 0.000000 324
17 0.037037 0.003086 0.005698 324
18 0.000000 0.000000 0.000000 287
19 0.860939 0.929556 0.893933 15232
20 0.725733 0.898721 0.803016 3910
avg / total 0.734289 0.812744 0.770673 21751
Classification report for turbine 3, turbine category 18.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 6
11 0.000000 0.000000 0.000000 36
12 0.016287 0.138889 0.029155 36
13 0.000000 0.000000 0.000000 36
14 0.000000 0.000000 0.000000 36
15 0.014199 0.194444 0.026465 36
16 0.003559 0.027778 0.006309 36
17 0.005063 0.055556 0.009281 36
18 0.003472 0.027778 0.006173 36
19 0.969949 0.851640 0.906952 18381
20 0.860713 0.839727 0.850091 3076
avg / total 0.941461 0.839180 0.886780 21751
Classification report for turbine 3, turbine category 18.0
precision recall f1-score support
10 0.018519 0.050000 0.027027 20
11 0.012821 0.018519 0.015152 108
12 0.006536 0.009259 0.007663 108
13 0.000000 0.000000 0.000000 108
14 0.049383 0.037037 0.042328 108
15 0.000000 0.000000 0.000000 108
16 0.024691 0.018519 0.021164 108
17 0.009709 0.009259 0.009479 108
18 0.001253 0.009259 0.002208 108
19 0.926331 0.933791 0.930046 15149
20 0.917136 0.768451 0.836236 5718
avg / total 0.886801 0.852926 0.868097 21751
Classification report for turbine 3, turbine category 18.0
precision recall f1-score support
10 0.024390 0.142857 0.041667 7
11 0.005814 0.027778 0.009615 36
12 0.000000 0.000000 0.000000 36
13 0.000000 0.000000 0.000000 36
14 0.000000 0.000000 0.000000 36
15 0.000000 0.000000 0.000000 36
16 0.000000 0.000000 0.000000 36
17 0.000000 0.000000 0.000000 36
18 0.000000 0.000000 0.000000 36
19 0.978068 0.930528 0.953706 20224
20 0.785098 0.812500 0.798564 1232
avg / total 0.953890 0.911314 0.932013 21751
Classification report for turbine 3, turbine category 18.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 6
11 0.000000 0.000000 0.000000 36
12 0.000000 0.000000 0.000000 36
13 0.000000 0.000000 0.000000 36
14 0.000000 0.000000 0.000000 36
15 0.000000 0.000000 0.000000 36
16 0.004032 0.027778 0.007042 36
17 0.006897 0.027778 0.011050 36
18 0.000000 0.000000 0.000000 36
19 0.974697 0.934913 0.954390 19159
20 0.882674 0.844648 0.863242 2298
avg / total 0.951818 0.912832 0.931890 21751
------------------------------------------------------------------------
Classification report for turbine 3, turbine category 19.0
precision recall f1-score support
19 0.982510 0.938168 0.959827 17305
20 0.795294 0.934998 0.859506 4446
avg / total 0.944242 0.937520 0.939321 21751
Classification report for turbine 3, turbine category 19.0
precision recall f1-score support
19 0.989854 0.982695 0.986262 18665
20 0.899721 0.939080 0.918979 3086
avg / total 0.977066 0.976507 0.976716 21751
Classification report for turbine 3, turbine category 19.0
precision recall f1-score support
19 0.982890 0.982090 0.982490 15969
20 0.950647 0.952785 0.951715 5782
avg / total 0.974319 0.974300 0.974309 21751
Classification report for turbine 3, turbine category 19.0
precision recall f1-score support
19 0.995206 0.992051 0.993626 20507
20 0.875477 0.921222 0.897767 1244
avg / total 0.988358 0.988001 0.988144 21751
Classification report for turbine 3, turbine category 19.0
precision recall f1-score support
19 0.990779 0.994600 0.992686 19446
20 0.952915 0.921909 0.937155 2305
avg / total 0.986767 0.986897 0.986801 21751
------------------------------------------------------------------------
Classification report for turbine 3, turbine category 20.0
precision recall f1-score support
19 0.980962 0.973649 0.977292 17305
20 0.900328 0.926451 0.913203 4446
avg / total 0.964480 0.964002 0.964192 21751
Classification report for turbine 3, turbine category 20.0
precision recall f1-score support
19 0.989235 0.984624 0.986924 18665
20 0.909549 0.935191 0.922192 3086
avg / total 0.977929 0.977610 0.977740 21751
Classification report for turbine 3, turbine category 20.0
precision recall f1-score support
19 0.983519 0.982842 0.983180 15969
20 0.952702 0.954514 0.953607 5782
avg / total 0.975327 0.975311 0.975319 21751
Classification report for turbine 3, turbine category 20.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 18
11 0.000000 0.000000 0.000000 36
12 0.000000 0.000000 0.000000 36
13 0.000000 0.000000 0.000000 36
14 0.000000 0.000000 0.000000 36
15 0.000000 0.000000 0.000000 36
16 0.000000 0.000000 0.000000 36
17 0.000000 0.000000 0.000000 36
18 0.000000 0.000000 0.000000 36
19 0.981502 0.991644 0.986547 20226
20 0.849544 0.917145 0.882051 1219
avg / total 0.960299 0.973518 0.966812 21751
Classification report for turbine 3, turbine category 20.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 46
11 0.000000 0.000000 0.000000 72
12 0.000000 0.000000 0.000000 72
13 0.000000 0.000000 0.000000 69
14 0.000000 0.000000 0.000000 36
15 0.000000 0.000000 0.000000 36
16 0.000000 0.000000 0.000000 36
17 0.000000 0.000000 0.000000 36
18 0.000000 0.000000 0.000000 36
19 0.968731 0.991657 0.980060 19057
20 0.912809 0.900665 0.906696 2255
avg / total 0.943381 0.962209 0.952673 21751
------------------------------------------------------------------------
Classification report for turbine 4, turbine category 2.0
precision recall f1-score support
10 0.029586 0.100000 0.045662 50
11 0.047619 0.250000 0.080000 36
12 0.000000 0.000000 0.000000 36
13 0.032491 0.250000 0.057508 36
14 0.000000 0.000000 0.000000 36
15 0.000000 0.000000 0.000000 36
16 0.000000 0.000000 0.000000 36
17 0.000000 0.000000 0.000000 36
18 0.000000 0.000000 0.000000 36
19 0.961961 0.699224 0.809815 17794
20 0.867079 0.805586 0.835202 3652
avg / total 0.931329 0.707262 0.801838 21784
Classification report for turbine 4, turbine category 2.0
precision recall f1-score support
10 0.011407 0.111111 0.020690 27
11 0.069182 0.068323 0.068750 161
12 0.031008 0.027778 0.029304 144
13 0.000000 0.000000 0.000000 144
14 0.011429 0.013889 0.012539 144
15 0.016000 0.013889 0.014870 144
16 0.000000 0.000000 0.000000 144
17 0.007634 0.006944 0.007273 144
18 0.000000 0.000000 0.000000 144
19 0.925571 0.910483 0.917965 14109
20 0.918399 0.927612 0.922982 6479
avg / total 0.873584 0.866645 0.870015 21784
Classification report for turbine 4, turbine category 2.0
precision recall f1-score support
10 0.245283 0.055319 0.090278 235
11 0.013158 0.009259 0.010870 108
12 0.000000 0.000000 0.000000 108
13 0.000000 0.000000 0.000000 108
14 0.014184 0.037037 0.020513 108
15 0.000000 0.000000 0.000000 108
16 0.005435 0.009259 0.006849 108
17 0.000000 0.000000 0.000000 108
18 0.000000 0.000000 0.000000 108
19 0.952796 0.929653 0.941082 17044
20 0.845802 0.863224 0.854424 3641
avg / total 0.889653 0.872521 0.880284 21784
Classification report for turbine 4, turbine category 2.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 0
11 0.000000 0.000000 0.000000 0
12 0.000000 0.000000 0.000000 0
13 0.000000 0.000000 0.000000 0
14 0.000000 0.000000 0.000000 0
15 0.000000 0.000000 0.000000 0
16 0.000000 0.000000 0.000000 0
17 0.000000 0.000000 0.000000 0
18 0.000000 0.000000 0.000000 0
19 0.994375 0.934390 0.963450 20622
20 0.808578 0.876076 0.840975 1162
avg / total 0.984464 0.931280 0.956917 21784
Classification report for turbine 4, turbine category 2.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 0
11 0.000000 0.000000 0.000000 0
12 0.000000 0.000000 0.000000 0
13 0.000000 0.000000 0.000000 0
14 0.000000 0.000000 0.000000 0
15 0.000000 0.000000 0.000000 0
16 0.000000 0.000000 0.000000 0
17 0.000000 0.000000 0.000000 0
18 0.000000 0.000000 0.000000 0
19 0.992531 0.952898 0.972311 20360
20 0.883475 0.878511 0.880986 1424
avg / total 0.985402 0.948035 0.966341 21784
------------------------------------------------------------------------
Classification report for turbine 4, turbine category 3.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 14
11 0.000000 0.000000 0.000000 108
12 0.000000 0.000000 0.000000 108
13 0.000000 0.000000 0.000000 108
14 0.000000 0.000000 0.000000 108
15 0.000000 0.000000 0.000000 108
16 0.000000 0.000000 0.000000 108
17 0.000000 0.000000 0.000000 108
18 0.000000 0.000000 0.000000 108
19 0.944267 0.973611 0.958714 17280
20 0.840686 0.919746 0.878441 3626
avg / total 0.888967 0.925404 0.906712 21784
Classification report for turbine 4, turbine category 3.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 0
11 0.000000 0.000000 0.000000 0
12 0.000000 0.000000 0.000000 0
13 0.000000 0.000000 0.000000 0
14 0.000000 0.000000 0.000000 0
15 0.000000 0.000000 0.000000 0
16 0.000000 0.000000 0.000000 0
17 0.000000 0.000000 0.000000 0
18 0.000000 0.000000 0.000000 0
19 0.983145 0.933783 0.957829 15117
20 0.924300 0.941353 0.932749 6667
avg / total 0.965136 0.936100 0.950153 21784
Classification report for turbine 4, turbine category 3.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 4
11 0.086957 0.055556 0.067797 36
12 0.200000 0.083333 0.117647 36
13 0.000000 0.000000 0.000000 36
14 0.000000 0.000000 0.000000 36
15 0.000000 0.000000 0.000000 36
16 0.000000 0.000000 0.000000 36
17 0.000000 0.000000 0.000000 36
18 0.000000 0.000000 0.000000 36
19 0.973543 0.969609 0.971572 17571
20 0.909520 0.933180 0.921198 3921
avg / total 0.949444 0.950285 0.949788 21784
Classification report for turbine 4, turbine category 3.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 0
11 0.000000 0.000000 0.000000 0
12 0.000000 0.000000 0.000000 0
13 0.000000 0.000000 0.000000 0
14 0.000000 0.000000 0.000000 0
15 0.000000 0.000000 0.000000 0
16 0.000000 0.000000 0.000000 0
17 0.000000 0.000000 0.000000 0
18 0.000000 0.000000 0.000000 0
19 0.993665 0.965959 0.979616 20622
20 0.770455 0.875215 0.819500 1162
avg / total 0.981758 0.961118 0.971075 21784
Classification report for turbine 4, turbine category 3.0
precision recall f1-score support
11 0.000000 0.000000 0.000000 0
12 0.000000 0.000000 0.000000 0
13 0.000000 0.000000 0.000000 0
14 0.000000 0.000000 0.000000 0
15 0.000000 0.000000 0.000000 0
16 0.000000 0.000000 0.000000 0
17 0.000000 0.000000 0.000000 0
18 0.000000 0.000000 0.000000 0
19 0.994988 0.984823 0.989880 20360
20 0.876077 0.928371 0.901466 1424
avg / total 0.987215 0.981133 0.984100 21784
------------------------------------------------------------------------
Classification report for turbine 4, turbine category 4.0
precision recall f1-score support
19 0.983584 0.982108 0.982845 17997
20 0.915574 0.922102 0.918826 3787
avg / total 0.971761 0.971676 0.971716 21784
Classification report for turbine 4, turbine category 4.0
precision recall f1-score support
19 0.981769 0.976053 0.978903 15117
20 0.946410 0.958902 0.952615 6667
avg / total 0.970947 0.970804 0.970857 21784
Classification report for turbine 4, turbine category 4.0
precision recall f1-score support
19 0.991457 0.984992 0.988214 17791
20 0.935021 0.962184 0.948408 3993
avg / total 0.981112 0.980812 0.980918 21784
Classification report for turbine 4, turbine category 4.0
precision recall f1-score support
19 0.995511 0.989380 0.992436 20622
20 0.830101 0.920826 0.873113 1162
avg / total 0.986688 0.985723 0.986071 21784
Classification report for turbine 4, turbine category 4.0
precision recall f1-score support
19 0.996503 0.993861 0.995180 20360
20 0.915426 0.950140 0.932460 1424
avg / total 0.991204 0.991003 0.991080 21784
------------------------------------------------------------------------
Classification report for turbine 4, turbine category 5.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 0
11 0.000000 0.000000 0.000000 0
12 0.000000 0.000000 0.000000 0
13 0.000000 0.000000 0.000000 0
14 0.000000 0.000000 0.000000 0
15 0.000000 0.000000 0.000000 0
16 0.000000 0.000000 0.000000 0
17 0.000000 0.000000 0.000000 0
18 0.000000 0.000000 0.000000 5
19 0.972376 0.694531 0.810297 17992
20 0.912155 0.871930 0.891589 3787
avg / total 0.961683 0.725211 0.824243 21784
Classification report for turbine 4, turbine category 5.0
precision recall f1-score support
10 0.015517 0.642857 0.030303 28
11 0.000000 0.000000 0.000000 36
12 0.000000 0.000000 0.000000 36
13 0.000000 0.000000 0.000000 36
14 0.000000 0.000000 0.000000 36
15 0.000000 0.000000 0.000000 36
16 0.000000 0.000000 0.000000 36
17 0.000000 0.000000 0.000000 36
18 0.083333 0.064516 0.072727 31
19 0.958534 0.924156 0.941031 14833
20 0.904638 0.784337 0.840203 6640
avg / total 0.928560 0.869262 0.897005 21784
Classification report for turbine 4, turbine category 5.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 4
11 0.016667 0.055556 0.025641 36
12 0.000000 0.000000 0.000000 36
13 0.000000 0.000000 0.000000 36
14 0.000000 0.000000 0.000000 36
15 0.000000 0.000000 0.000000 36
16 0.000000 0.000000 0.000000 36
17 0.000000 0.000000 0.000000 36
18 0.000000 0.000000 0.000000 36
19 0.964240 0.952411 0.958289 17525
20 0.904639 0.880010 0.892154 3967
avg / total 0.940489 0.926552 0.933443 21784
Classification report for turbine 4, turbine category 5.0
precision recall f1-score support
10 0.428571 0.007400 0.014548 2838
11 0.008696 0.004032 0.005510 248
12 0.000000 0.000000 0.000000 194
13 0.000000 0.000000 0.000000 180
14 0.000000 0.000000 0.000000 168
15 0.040816 0.013889 0.020725 144
16 0.000000 0.000000 0.000000 144
17 0.000000 0.000000 0.000000 144
18 0.000000 0.000000 0.000000 144
19 0.808657 0.955777 0.876083 16869
20 0.448225 0.852321 0.587494 711
avg / total 0.697036 0.769051 0.699688 21784
Classification report for turbine 4, turbine category 5.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 0
11 0.000000 0.000000 0.000000 0
12 0.000000 0.000000 0.000000 0
13 0.000000 0.000000 0.000000 0
14 0.000000 0.000000 0.000000 0
15 0.000000 0.000000 0.000000 0
16 0.000000 0.000000 0.000000 0
17 0.000000 0.000000 0.000000 0
18 0.000000 0.000000 0.000000 0
19 0.992685 0.933202 0.962025 20360
20 0.841570 0.813202 0.827143 1424
avg / total 0.982807 0.925358 0.953208 21784
------------------------------------------------------------------------
Classification report for turbine 4, turbine category 6.0
precision recall f1-score support
19 0.983416 0.978608 0.981006 17997
20 0.900645 0.921574 0.910989 3787
avg / total 0.969027 0.968693 0.968834 21784
Classification report for turbine 4, turbine category 6.0
precision recall f1-score support
19 0.983114 0.974400 0.978738 15117
20 0.943097 0.962052 0.952480 6667
avg / total 0.970867 0.970621 0.970701 21784
Classification report for turbine 4, turbine category 6.0
precision recall f1-score support
19 0.988566 0.986510 0.987537 17791
20 0.940447 0.949161 0.944784 3993
avg / total 0.979746 0.979664 0.979700 21784
Classification report for turbine 4, turbine category 6.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 228
11 0.000000 0.000000 0.000000 80
12 0.000000 0.000000 0.000000 72
13 0.000000 0.000000 0.000000 58
14 0.000000 0.000000 0.000000 36
15 0.000000 0.000000 0.000000 36
16 0.000000 0.000000 0.000000 36
17 0.000000 0.000000 0.000000 36
18 0.000000 0.000000 0.000000 36
19 0.984503 0.987447 0.985973 20394
20 0.515425 0.887306 0.652070 772
avg / total 0.939949 0.955885 0.946168 21784
Classification report for turbine 4, turbine category 6.0
precision recall f1-score support
10 0.061644 0.068702 0.064982 131
11 0.022222 0.018519 0.020202 108
12 0.000000 0.000000 0.000000 108
13 0.000000 0.000000 0.000000 108
14 0.000000 0.000000 0.000000 108
15 0.000000 0.000000 0.000000 108
16 0.000000 0.000000 0.000000 108
17 0.000000 0.000000 0.000000 108
18 0.000000 0.000000 0.000000 108
19 0.954393 0.989030 0.971403 19508
20 0.801940 0.774395 0.787927 1281
avg / total 0.902316 0.931739 0.916735 21784
------------------------------------------------------------------------
Classification report for turbine 4, turbine category 7.0
precision recall f1-score support
10 0.008547 0.013889 0.010582 72
11 0.007143 0.005556 0.006250 180
12 0.000000 0.000000 0.000000 180
13 0.000000 0.000000 0.000000 180
14 0.000000 0.000000 0.000000 173
15 0.000000 0.000000 0.000000 144
16 0.000000 0.000000 0.000000 144
17 0.000000 0.000000 0.000000 144
18 0.000000 0.000000 0.000000 144
19 0.929375 0.968646 0.948604 17063
20 0.800055 0.865774 0.831618 3360
avg / total 0.851451 0.892352 0.871380 21784
Classification report for turbine 4, turbine category 7.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 0
11 0.000000 0.000000 0.000000 0
12 0.000000 0.000000 0.000000 0
13 0.000000 0.000000 0.000000 0
14 0.000000 0.000000 0.000000 0
15 0.000000 0.000000 0.000000 0
16 0.000000 0.000000 0.000000 0
17 0.000000 0.000000 0.000000 0
18 0.000000 0.000000 0.000000 0
19 0.977556 0.913343 0.944359 15117
20 0.898225 0.910754 0.904446 6667
avg / total 0.953277 0.912550 0.932144 21784
Classification report for turbine 4, turbine category 7.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 29
11 0.000000 0.000000 0.000000 72
12 0.000000 0.000000 0.000000 72
13 0.000000 0.000000 0.000000 72
14 0.000000 0.000000 0.000000 72
15 0.000000 0.000000 0.000000 72
16 0.000000 0.000000 0.000000 72
17 0.000000 0.000000 0.000000 72
18 0.000000 0.000000 0.000000 72
19 0.952588 0.965205 0.958855 17215
20 0.919020 0.804490 0.857950 3964
avg / total 0.920024 0.909154 0.913864 21784
Classification report for turbine 4, turbine category 7.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 0
11 0.000000 0.000000 0.000000 0
12 0.000000 0.000000 0.000000 0
13 0.000000 0.000000 0.000000 0
14 0.000000 0.000000 0.000000 0
15 0.000000 0.000000 0.000000 0
16 0.000000 0.000000 0.000000 0
17 0.000000 0.000000 0.000000 0
18 0.000000 0.000000 0.000000 0
19 0.993120 0.972942 0.982927 20622
20 0.758165 0.839071 0.796569 1162
avg / total 0.980587 0.965801 0.972986 21784
Classification report for turbine 4, turbine category 7.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 0
11 0.000000 0.000000 0.000000 0
12 0.000000 0.000000 0.000000 0
13 0.000000 0.000000 0.000000 0
14 0.000000 0.000000 0.000000 0
15 0.000000 0.000000 0.000000 0
16 0.000000 0.000000 0.000000 0
17 0.000000 0.000000 0.000000 0
18 0.000000 0.000000 0.000000 0
19 0.995383 0.984676 0.990000 20360
20 0.875172 0.891152 0.883090 1424
avg / total 0.987525 0.978562 0.983012 21784
------------------------------------------------------------------------
Classification report for turbine 4, turbine category 8.0
precision recall f1-score support
10 0.167126 0.366935 0.229653 496
11 0.018349 0.008909 0.011994 449
12 0.000000 0.000000 0.000000 370
13 0.055556 0.006515 0.011662 307
14 0.000000 0.000000 0.000000 252
15 0.026087 0.011905 0.016349 252
16 0.000000 0.000000 0.000000 252
17 0.000000 0.000000 0.000000 252
18 0.000000 0.000000 0.000000 243
19 0.866513 0.913720 0.889490 16006
20 0.692006 0.607917 0.647242 2905
avg / total 0.734229 0.761201 0.745704 21784
Classification report for turbine 4, turbine category 8.0
precision recall f1-score support
10 0.002548 0.117647 0.004988 17
11 0.003891 0.013889 0.006079 72
12 0.000000 0.000000 0.000000 72
13 0.000000 0.000000 0.000000 72
14 0.000000 0.000000 0.000000 72
15 0.004630 0.013889 0.006944 72
16 0.000000 0.000000 0.000000 72
17 0.000000 0.000000 0.000000 72
18 0.000000 0.000000 0.000000 72
19 0.953980 0.832772 0.889265 14836
20 0.858519 0.799213 0.827805 6355
avg / total 0.900193 0.800496 0.847175 21784
Classification report for turbine 4, turbine category 8.0
precision recall f1-score support
10 0.148588 0.937500 0.256520 320
11 0.000000 0.000000 0.000000 108
12 0.000000 0.000000 0.000000 108
13 0.000000 0.000000 0.000000 108
14 0.000000 0.000000 0.000000 108
15 0.008696 0.009259 0.008969 108
16 0.008772 0.010753 0.009662 93
17 0.000000 0.000000 0.000000 72
18 0.000000 0.000000 0.000000 72
19 0.958304 0.878117 0.916460 16803
20 0.896980 0.780124 0.834481 3884
avg / total 0.901375 0.830288 0.859546 21784
Classification report for turbine 4, turbine category 8.0
precision recall f1-score support
10 0.024793 0.056604 0.034483 53
11 0.000000 0.000000 0.000000 36
12 0.000000 0.000000 0.000000 36
13 0.000000 0.000000 0.000000 36
14 0.000000 0.000000 0.000000 36
15 0.031008 0.111111 0.048485 36
16 0.000000 0.000000 0.000000 36
17 0.016393 0.055556 0.025316 36
18 0.000000 0.000000 0.000000 36
19 0.978389 0.933009 0.955160 20331
20 0.734622 0.751799 0.743111 1112
avg / total 0.950768 0.909567 0.929590 21784
Classification report for turbine 4, turbine category 8.0
precision recall f1-score support
10 0.011628 0.117647 0.021164 17
11 0.000000 0.000000 0.000000 144
12 0.000000 0.000000 0.000000 144
13 0.007194 0.006944 0.007067 144
14 0.000000 0.000000 0.000000 144
15 0.000000 0.000000 0.000000 144
16 0.000000 0.000000 0.000000 144
17 0.007576 0.006944 0.007246 144
18 0.008850 0.013889 0.010811 144
19 0.935942 0.933465 0.934702 19268
20 0.760090 0.755011 0.757542 1347
avg / total 0.875008 0.872613 0.873771 21784
------------------------------------------------------------------------
Classification report for turbine 4, turbine category 9.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 18
11 0.000000 0.000000 0.000000 72
12 0.000000 0.000000 0.000000 72
13 0.000000 0.000000 0.000000 72
14 0.000000 0.000000 0.000000 72
15 0.000000 0.000000 0.000000 72
16 0.000000 0.000000 0.000000 72
17 0.000000 0.000000 0.000000 72
18 0.000000 0.000000 0.000000 72
19 0.955577 0.982339 0.968773 17496
20 0.891259 0.916351 0.903631 3694
avg / total 0.918614 0.944363 0.931310 21784
Classification report for turbine 4, turbine category 9.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 0
11 0.000000 0.000000 0.000000 0
12 0.000000 0.000000 0.000000 0
13 0.000000 0.000000 0.000000 0
14 0.000000 0.000000 0.000000 0
15 0.000000 0.000000 0.000000 0
16 0.000000 0.000000 0.000000 0
17 0.000000 0.000000 0.000000 0
18 0.000000 0.000000 0.000000 0
19 0.979265 0.943507 0.961054 15117
20 0.925638 0.946603 0.936003 6667
avg / total 0.962853 0.944455 0.953387 21784
Classification report for turbine 4, turbine category 9.0
precision recall f1-score support
10 0.052632 0.007752 0.013514 258
11 0.000000 0.000000 0.000000 322
12 0.000000 0.000000 0.000000 288
13 0.000000 0.000000 0.000000 280
14 0.000000 0.000000 0.000000 248
15 0.024390 0.004975 0.008264 201
16 0.000000 0.000000 0.000000 180
17 0.000000 0.000000 0.000000 144
18 0.027027 0.006944 0.011050 144
19 0.887964 0.969799 0.927079 16059
20 0.848635 0.934426 0.889467 3660
avg / total 0.798209 0.872108 0.833187 21784
Classification report for turbine 4, turbine category 9.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 0
11 0.000000 0.000000 0.000000 0
12 0.000000 0.000000 0.000000 0
13 0.000000 0.000000 0.000000 0
14 0.000000 0.000000 0.000000 0
15 0.000000 0.000000 0.000000 0
16 0.000000 0.000000 0.000000 0
17 0.000000 0.000000 0.000000 0
18 0.000000 0.000000 0.000000 0
19 0.993530 0.930802 0.961144 20622
20 0.742879 0.852840 0.794071 1162
avg / total 0.980160 0.926643 0.952232 21784
Classification report for turbine 4, turbine category 9.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 0
11 0.000000 0.000000 0.000000 0
12 0.000000 0.000000 0.000000 0
13 0.000000 0.000000 0.000000 0
14 0.000000 0.000000 0.000000 0
15 0.000000 0.000000 0.000000 0
16 0.000000 0.000000 0.000000 0
17 0.000000 0.000000 0.000000 0
18 0.000000 0.000000 0.000000 0
19 0.992565 0.950786 0.971226 20360
20 0.797573 0.877107 0.835452 1424
avg / total 0.979819 0.945970 0.962351 21784
------------------------------------------------------------------------
Classification report for turbine 4, turbine category 10.0
precision recall f1-score support
10 0.440803 0.402899 0.420999 1035
11 0.045959 0.045886 0.045922 632
12 0.019293 0.024590 0.021622 488
13 0.016014 0.019231 0.017476 468
14 0.023026 0.031461 0.026591 445
15 0.022581 0.016204 0.018868 432
16 0.029260 0.039352 0.033564 432
17 0.045113 0.027778 0.034384 432
18 0.006154 0.004630 0.005284 432
19 0.814556 0.789253 0.801705 14776
20 0.570719 0.674955 0.618476 2212
avg / total 0.636030 0.627708 0.631159 21784
Classification report for turbine 4, turbine category 10.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 0
11 0.000000 0.000000 0.000000 0
12 0.000000 0.000000 0.000000 0
13 0.000000 0.000000 0.000000 0
14 0.000000 0.000000 0.000000 0
15 0.000000 0.000000 0.000000 0
16 0.000000 0.000000 0.000000 0
17 0.000000 0.000000 0.000000 0
18 0.000000 0.000000 0.000000 0
19 0.980200 0.733545 0.839122 15117
20 0.915539 0.588571 0.716516 6667
avg / total 0.960410 0.689176 0.801599 21784
Classification report for turbine 4, turbine category 10.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 91
11 0.000000 0.000000 0.000000 36
12 0.000000 0.000000 0.000000 36
13 0.000000 0.000000 0.000000 36
14 0.000000 0.000000 0.000000 36
15 0.000000 0.000000 0.000000 36
16 0.000000 0.000000 0.000000 36
17 0.000000 0.000000 0.000000 36
18 0.000000 0.000000 0.000000 36
19 0.973046 0.898103 0.934074 17606
20 0.879593 0.819163 0.848303 3799
avg / total 0.939819 0.868711 0.902865 21784
Classification report for turbine 4, turbine category 10.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 16
11 0.000000 0.000000 0.000000 108
12 0.000000 0.000000 0.000000 108
13 0.000000 0.000000 0.000000 108
14 0.007874 0.009259 0.008511 108
15 0.000000 0.000000 0.000000 108
16 0.000000 0.000000 0.000000 108
17 0.000000 0.000000 0.000000 108
18 0.000000 0.000000 0.000000 108
19 0.953044 0.943462 0.948229 19792
20 0.760073 0.746403 0.753176 1112
avg / total 0.904733 0.895336 0.900009 21784
Classification report for turbine 4, turbine category 10.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 0
11 0.000000 0.000000 0.000000 0
12 0.000000 0.000000 0.000000 0
13 0.000000 0.000000 0.000000 0
14 0.000000 0.000000 0.000000 0
15 0.000000 0.000000 0.000000 0
16 0.000000 0.000000 0.000000 0
17 0.000000 0.000000 0.000000 0
18 0.000000 0.000000 0.000000 0
19 0.995610 0.946758 0.970570 20360
20 0.896892 0.830758 0.862559 1424
avg / total 0.989157 0.939176 0.963509 21784
------------------------------------------------------------------------
Classification report for turbine 4, turbine category 11.0
precision recall f1-score support
10 0.111111 0.004878 0.009346 205
11 0.000000 0.000000 0.000000 124
12 0.000000 0.000000 0.000000 108
13 0.000000 0.000000 0.000000 108
14 0.000000 0.000000 0.000000 108
15 0.000000 0.000000 0.000000 108
16 0.000000 0.000000 0.000000 108
17 0.000000 0.000000 0.000000 108
18 0.000000 0.000000 0.000000 108
19 0.951317 0.966676 0.958935 17405
20 0.777717 0.866727 0.819813 3294
avg / total 0.878730 0.903461 0.890225 21784
Classification report for turbine 4, turbine category 11.0
precision recall f1-score support
10 0.971631 0.053101 0.100698 5160
11 0.000000 0.000000 0.000000 221
12 0.000000 0.000000 0.000000 190
13 0.000000 0.000000 0.000000 180
14 0.000000 0.000000 0.000000 180
15 0.036364 0.011111 0.017021 180
16 0.000000 0.000000 0.000000 180
17 0.000000 0.000000 0.000000 180
18 0.000000 0.000000 0.000000 180
19 0.889432 0.952729 0.919993 13560
20 0.213783 0.869676 0.343201 1573
avg / total 0.799538 0.668518 0.621448 21784
Classification report for turbine 4, turbine category 11.0
precision recall f1-score support
10 0.029465 0.385827 0.054749 127
11 0.003937 0.008065 0.005291 124
12 0.000000 0.000000 0.000000 108
13 0.000000 0.000000 0.000000 108
14 0.000000 0.000000 0.000000 108
15 0.000000 0.000000 0.000000 108
16 0.005181 0.009259 0.006645 108
17 0.000000 0.000000 0.000000 108
18 0.000000 0.000000 0.000000 108
19 0.938818 0.905055 0.921627 17073
20 0.784434 0.484341 0.598898 3704
avg / total 0.869389 0.794023 0.824531 21784
Classification report for turbine 4, turbine category 11.0
precision recall f1-score support
10 0.148248 0.333333 0.205224 165
11 0.014925 0.011173 0.012780 179
12 0.000000 0.000000 0.000000 180
13 0.000000 0.000000 0.000000 180
14 0.012500 0.005556 0.007692 180
15 0.000000 0.000000 0.000000 180
16 0.000000 0.000000 0.000000 180
17 0.028369 0.022222 0.024922 180
18 0.017391 0.011111 0.013559 180
19 0.912838 0.816860 0.862187 19193
20 0.604040 0.605876 0.604957 987
avg / total 0.833360 0.750092 0.789088 21784
Classification report for turbine 4, turbine category 11.0
precision recall f1-score support
10 0.458564 0.144348 0.219577 1150
11 0.008850 0.001812 0.003008 552
12 0.000000 0.000000 0.000000 540
13 0.018987 0.005639 0.008696 532
14 0.039326 0.013889 0.020528 504
15 0.082759 0.023810 0.036980 504
16 0.006944 0.002101 0.003226 476
17 0.000000 0.000000 0.000000 468
18 0.000000 0.000000 0.000000 436
19 0.803533 0.940881 0.866800 16340
20 0.182896 0.765957 0.295284 282
avg / total 0.632964 0.724385 0.667283 21784
------------------------------------------------------------------------
Classification report for turbine 4, turbine category 16.0
precision recall f1-score support
19 0.982134 0.974385 0.978244 17997
20 0.882667 0.915764 0.898911 3787
avg / total 0.964842 0.964194 0.964452 21784
Classification report for turbine 4, turbine category 16.0
precision recall f1-score support
19 0.981662 0.977376 0.979515 15117
20 0.949205 0.958602 0.953881 6667
avg / total 0.971729 0.971631 0.971669 21784
Classification report for turbine 4, turbine category 16.0
precision recall f1-score support
19 0.989249 0.982632 0.985929 17791
20 0.924854 0.952417 0.938433 3993
avg / total 0.977445 0.977093 0.977223 21784
Classification report for turbine 4, turbine category 16.0
precision recall f1-score support
19 0.995714 0.991368 0.993536 20622
20 0.857827 0.924269 0.889809 1162
avg / total 0.988359 0.987789 0.988003 21784
Classification report for turbine 4, turbine category 16.0
precision recall f1-score support
19 0.996551 0.993517 0.995032 20360
20 0.911171 0.950843 0.930584 1424
avg / total 0.990970 0.990727 0.990819 21784
------------------------------------------------------------------------
Classification report for turbine 4, turbine category 18.0
precision recall f1-score support
10 0.076923 0.035088 0.048193 57
11 0.156627 0.040123 0.063882 324
12 0.000000 0.000000 0.000000 324
13 0.000000 0.000000 0.000000 324
14 0.063158 0.018519 0.028640 324
15 0.028986 0.018519 0.022599 324
16 0.000000 0.000000 0.000000 324
17 0.015748 0.006270 0.008969 319
18 0.014925 0.003472 0.005634 288
19 0.866012 0.950193 0.906152 15781
20 0.819936 0.901325 0.858706 3395
avg / total 0.759481 0.830196 0.792316 21784
Classification report for turbine 4, turbine category 18.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 7
11 0.016854 0.083333 0.028037 36
12 0.000000 0.000000 0.000000 36
13 0.000000 0.000000 0.000000 36
14 0.000000 0.000000 0.000000 36
15 0.000000 0.000000 0.000000 36
16 0.000000 0.000000 0.000000 36
17 0.000000 0.000000 0.000000 36
18 0.000000 0.000000 0.000000 36
19 0.965849 0.901248 0.932431 14906
20 0.927711 0.900653 0.913982 6583
avg / total 0.941272 0.889001 0.914275 21784
Classification report for turbine 4, turbine category 18.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 12
11 0.010870 0.013889 0.012195 72
12 0.000000 0.000000 0.000000 72
13 0.000000 0.000000 0.000000 72
14 0.000000 0.000000 0.000000 72
15 0.000000 0.000000 0.000000 72
16 0.000000 0.000000 0.000000 72
17 0.000000 0.000000 0.000000 72
18 0.000000 0.000000 0.000000 72
19 0.954367 0.934569 0.944365 17209
20 0.928626 0.907198 0.917787 3987
avg / total 0.923932 0.904379 0.914050 21784
Classification report for turbine 4, turbine category 18.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 19
11 0.009346 0.009259 0.009302 108
12 0.014706 0.018519 0.016393 108
13 0.000000 0.000000 0.000000 108
14 0.000000 0.000000 0.000000 108
15 0.000000 0.000000 0.000000 108
16 0.000000 0.000000 0.000000 108
17 0.000000 0.000000 0.000000 108
18 0.000000 0.000000 0.000000 108
19 0.954748 0.942065 0.948364 19798
20 0.754849 0.882140 0.813545 1103
avg / total 0.906045 0.900982 0.903224 21784
Classification report for turbine 4, turbine category 18.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 30
11 0.000000 0.000000 0.000000 180
12 0.000000 0.000000 0.000000 180
13 0.026667 0.011111 0.015686 180
14 0.000000 0.000000 0.000000 180
15 0.000000 0.000000 0.000000 180
16 0.009009 0.005556 0.006873 180
17 0.011976 0.011111 0.011527 180
18 0.000000 0.000000 0.000000 176
19 0.937717 0.942065 0.939886 19194
20 0.703623 0.863879 0.775559 1124
avg / total 0.862927 0.874862 0.868437 21784
------------------------------------------------------------------------
Classification report for turbine 4, turbine category 19.0
precision recall f1-score support
19 0.982090 0.981108 0.981599 17997
20 0.910644 0.914972 0.912803 3787
avg / total 0.969670 0.969611 0.969639 21784
Classification report for turbine 4, turbine category 19.0
precision recall f1-score support
19 0.983321 0.974995 0.979140 15117
20 0.944371 0.962502 0.953350 6667
avg / total 0.971400 0.971172 0.971247 21784
Classification report for turbine 4, turbine category 19.0
precision recall f1-score support
19 0.989334 0.985386 0.987356 17791
20 0.936024 0.952667 0.944272 3993
avg / total 0.979562 0.979389 0.979459 21784
Classification report for turbine 4, turbine category 19.0
precision recall f1-score support
19 0.994669 0.986277 0.990455 20622
20 0.788174 0.906196 0.843074 1162
avg / total 0.983655 0.982005 0.982594 21784
Classification report for turbine 4, turbine category 19.0
precision recall f1-score support
19 0.996408 0.994695 0.995551 20360
20 0.925977 0.948736 0.937218 1424
avg / total 0.991804 0.991691 0.991738 21784
------------------------------------------------------------------------
Classification report for turbine 4, turbine category 20.0
precision recall f1-score support
19 0.983738 0.978163 0.980943 17997
20 0.898946 0.923158 0.910891 3787
avg / total 0.968998 0.968601 0.968765 21784
Classification report for turbine 4, turbine category 20.0
precision recall f1-score support
19 0.984227 0.974135 0.979155 15117
20 0.942685 0.964602 0.953518 6667
avg / total 0.971513 0.971217 0.971309 21784
Classification report for turbine 4, turbine category 20.0
precision recall f1-score support
19 0.990008 0.985779 0.987889 17791
20 0.937823 0.955672 0.946663 3993
avg / total 0.980443 0.980261 0.980333 21784
Classification report for turbine 4, turbine category 20.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 50
11 0.000000 0.000000 0.000000 108
12 0.000000 0.000000 0.000000 108
13 0.000000 0.000000 0.000000 108
14 0.000000 0.000000 0.000000 77
15 0.000000 0.000000 0.000000 72
16 0.000000 0.000000 0.000000 72
17 0.000000 0.000000 0.000000 72
18 0.000000 0.000000 0.000000 72
19 0.963557 0.989034 0.976129 19970
20 0.760498 0.909767 0.828463 1075
avg / total 0.920849 0.951570 0.935728 21784
Classification report for turbine 4, turbine category 20.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 0
11 0.000000 0.000000 0.000000 0
12 0.000000 0.000000 0.000000 0
13 0.000000 0.000000 0.000000 0
14 0.000000 0.000000 0.000000 0
15 0.000000 0.000000 0.000000 0
16 0.000000 0.000000 0.000000 0
17 0.000000 0.000000 0.000000 0
18 0.000000 0.000000 0.000000 0
19 0.995103 0.978045 0.986500 20360
20 0.905517 0.922051 0.913709 1424
avg / total 0.989247 0.974385 0.981742 21784
------------------------------------------------------------------------
Classification report for turbine 5, turbine category 2.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 28
11 0.000000 0.000000 0.000000 36
12 0.000000 0.000000 0.000000 36
13 0.000000 0.000000 0.000000 36
14 0.000000 0.000000 0.000000 36
15 0.000000 0.000000 0.000000 36
16 0.000000 0.000000 0.000000 36
17 0.000000 0.000000 0.000000 36
18 0.011364 0.125000 0.020833 8
19 0.957059 0.976375 0.966620 18878
20 0.773226 0.652469 0.707734 1620
avg / total 0.929475 0.937650 0.933058 20786
Classification report for turbine 5, turbine category 2.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 18
11 0.000000 0.000000 0.000000 40
12 0.000000 0.000000 0.000000 36
13 0.000000 0.000000 0.000000 56
14 0.000000 0.000000 0.000000 72
15 0.000000 0.000000 0.000000 72
16 0.000000 0.000000 0.000000 72
17 0.000000 0.000000 0.000000 72
18 0.000000 0.000000 0.000000 72
19 0.964238 0.977775 0.970959 17593
20 0.889553 0.942602 0.915309 2683
avg / total 0.930939 0.949245 0.939953 20786
Classification report for turbine 5, turbine category 2.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 107
11 0.000000 0.000000 0.000000 144
12 0.057143 0.013889 0.022346 144
13 0.128205 0.040323 0.061350 124
14 0.044444 0.021978 0.029412 91
15 0.000000 0.000000 0.000000 36
16 0.000000 0.000000 0.000000 36
17 0.000000 0.000000 0.000000 36
18 0.000000 0.000000 0.000000 36
19 0.948930 0.969786 0.959245 17608
20 0.869147 0.857673 0.863372 2424
avg / total 0.906560 0.921967 0.913918 20786
Classification report for turbine 5, turbine category 2.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 0
11 0.000000 0.000000 0.000000 0
12 0.000000 0.000000 0.000000 0
13 0.000000 0.000000 0.000000 0
14 0.000000 0.000000 0.000000 0
15 0.000000 0.000000 0.000000 0
16 0.000000 0.000000 0.000000 0
17 0.000000 0.000000 0.000000 0
18 0.000000 0.000000 0.000000 0
19 0.990887 0.972805 0.981763 19673
20 0.852858 0.817610 0.834862 1113
avg / total 0.983497 0.964495 0.973897 20786
Classification report for turbine 5, turbine category 2.0
precision recall f1-score support
10 0.166667 0.009709 0.018349 103
11 0.000000 0.000000 0.000000 36
12 0.000000 0.000000 0.000000 36
13 0.000000 0.000000 0.000000 36
14 0.000000 0.000000 0.000000 36
15 0.000000 0.000000 0.000000 36
16 0.000000 0.000000 0.000000 36
17 0.000000 0.000000 0.000000 36
18 0.000000 0.000000 0.000000 36
19 0.976712 0.982690 0.979692 19931
20 0.696017 0.715517 0.705632 464
avg / total 0.952899 0.958289 0.955236 20786
------------------------------------------------------------------------
Classification report for turbine 5, turbine category 3.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 59
11 0.016908 0.038889 0.023569 180
12 0.005571 0.011111 0.007421 180
13 0.027397 0.011111 0.015810 180
14 0.000000 0.000000 0.000000 180
15 0.006316 0.016667 0.009160 180
16 0.011215 0.033333 0.016783 180
17 0.032258 0.011111 0.016529 180
18 0.034091 0.016667 0.022388 180
19 0.895854 0.881497 0.888617 17721
20 0.828947 0.603448 0.698448 1566
avg / total 0.827366 0.798181 0.811173 20786
Classification report for turbine 5, turbine category 3.0
precision recall f1-score support
10 0.006803 0.016949 0.009709 118
11 0.002941 0.006944 0.004132 144
12 0.016502 0.034722 0.022371 144
13 0.000000 0.000000 0.000000 144
14 0.008658 0.013889 0.010667 144
15 0.000000 0.000000 0.000000 144
16 0.000000 0.000000 0.000000 144
17 0.000000 0.000000 0.000000 144
18 0.007299 0.006944 0.007117 144
19 0.920119 0.883467 0.901420 16845
20 0.859313 0.804942 0.831239 2671
avg / total 0.856371 0.819927 0.837688 20786
Classification report for turbine 5, turbine category 3.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 12
11 0.000000 0.000000 0.000000 36
12 0.000000 0.000000 0.000000 36
13 0.000000 0.000000 0.000000 36
14 0.077982 0.472222 0.133858 36
15 0.000000 0.000000 0.000000 36
16 0.000000 0.000000 0.000000 36
17 0.000000 0.000000 0.000000 36
18 0.000000 0.000000 0.000000 36
19 0.936055 0.904855 0.920190 17941
20 0.903244 0.634578 0.745442 2545
avg / total 0.918663 0.859521 0.885745 20786
Classification report for turbine 5, turbine category 3.0
precision recall f1-score support
10 0.009524 0.040000 0.015385 25
11 0.000000 0.000000 0.000000 36
12 0.000000 0.000000 0.000000 36
13 0.000000 0.000000 0.000000 36
14 0.008475 0.027778 0.012987 36
15 0.000000 0.000000 0.000000 36
16 0.009434 0.027778 0.014085 36
17 0.000000 0.000000 0.000000 36
18 0.008000 0.027778 0.012422 36
19 0.974359 0.933430 0.953455 19378
20 0.855691 0.768950 0.810005 1095
avg / total 0.953492 0.910902 0.931628 20786
Classification report for turbine 5, turbine category 3.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 0
11 0.000000 0.000000 0.000000 0
12 0.000000 0.000000 0.000000 0
13 0.000000 0.000000 0.000000 0
14 0.000000 0.000000 0.000000 0
15 0.000000 0.000000 0.000000 0
16 0.000000 0.000000 0.000000 0
17 0.000000 0.000000 0.000000 0
18 0.000000 0.000000 0.000000 0
19 0.994592 0.950534 0.972064 20317
20 0.735967 0.754797 0.745263 469
avg / total 0.988757 0.946118 0.966947 20786
------------------------------------------------------------------------
Classification report for turbine 5, turbine category 4.0
precision recall f1-score support
19 0.971393 0.991331 0.981261 19148
20 0.866667 0.658730 0.748526 1638
avg / total 0.963141 0.965121 0.962921 20786
Classification report for turbine 5, turbine category 4.0
precision recall f1-score support
19 0.991294 0.982195 0.986724 18085
20 0.887687 0.942244 0.914152 2701
avg / total 0.977831 0.977004 0.977294 20786
Classification report for turbine 5, turbine category 4.0
precision recall f1-score support
19 0.991218 0.991327 0.991272 18217
20 0.938450 0.937719 0.938084 2569
avg / total 0.984696 0.984701 0.984699 20786
Classification report for turbine 5, turbine category 4.0
precision recall f1-score support
19 0.991173 0.993189 0.992180 19673
20 0.875116 0.843666 0.859103 1113
avg / total 0.984959 0.985182 0.985054 20786
Classification report for turbine 5, turbine category 4.0
precision recall f1-score support
19 0.994738 0.995669 0.995203 20317
20 0.804444 0.771855 0.787813 469
avg / total 0.990445 0.990619 0.990524 20786
------------------------------------------------------------------------
Classification report for turbine 5, turbine category 5.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 21
11 0.000000 0.000000 0.000000 36
12 0.000000 0.000000 0.000000 36
13 0.000000 0.000000 0.000000 36
14 0.000000 0.000000 0.000000 36
15 0.000000 0.000000 0.000000 36
16 0.000000 0.000000 0.000000 36
17 0.000000 0.000000 0.000000 36
18 0.000000 0.000000 0.000000 36
19 0.956179 0.991411 0.973477 18862
20 0.847844 0.645201 0.732771 1615
avg / total 0.933548 0.949774 0.940303 20786
Classification report for turbine 5, turbine category 5.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 697
11 0.000000 0.000000 0.000000 36
12 0.000000 0.000000 0.000000 36
13 0.000000 0.000000 0.000000 36
14 0.000000 0.000000 0.000000 36
15 0.009174 0.027778 0.013793 36
16 0.000000 0.000000 0.000000 36
17 0.000000 0.000000 0.000000 36
18 0.000000 0.000000 0.000000 36
19 0.976223 0.957570 0.966807 17794
20 0.649773 0.926258 0.763763 2007
avg / total 0.898458 0.909218 0.901411 20786
Classification report for turbine 5, turbine category 5.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 6
11 0.000000 0.000000 0.000000 36
12 0.000000 0.000000 0.000000 36
13 0.000000 0.000000 0.000000 36
14 0.000000 0.000000 0.000000 36
15 0.000000 0.000000 0.000000 36
16 0.000000 0.000000 0.000000 36
17 0.000000 0.000000 0.000000 36
18 0.000000 0.000000 0.000000 36
19 0.973081 0.967708 0.970387 17930
20 0.913027 0.921936 0.917460 2562
avg / total 0.951915 0.948379 0.950138 20786
Classification report for turbine 5, turbine category 5.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 7
11 0.000000 0.000000 0.000000 36
12 0.000000 0.000000 0.000000 36
13 0.000000 0.000000 0.000000 36
14 0.000000 0.000000 0.000000 36
15 0.000000 0.000000 0.000000 36
16 0.000000 0.000000 0.000000 36
17 0.000000 0.000000 0.000000 36
18 0.000000 0.000000 0.000000 36
19 0.975527 0.975376 0.975451 19412
20 0.849440 0.773865 0.809893 1079
avg / total 0.955137 0.951073 0.953013 20786
Classification report for turbine 5, turbine category 5.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 0
11 0.000000 0.000000 0.000000 0
12 0.000000 0.000000 0.000000 0
13 0.000000 0.000000 0.000000 0
14 0.000000 0.000000 0.000000 0
15 0.000000 0.000000 0.000000 0
16 0.000000 0.000000 0.000000 0
17 0.000000 0.000000 0.000000 0
18 0.000000 0.000000 0.000000 0
19 0.994459 0.980460 0.987410 20317
20 0.717622 0.720682 0.719149 469
avg / total 0.988212 0.974598 0.981357 20786
------------------------------------------------------------------------
Classification report for turbine 5, turbine category 6.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 0
11 0.000000 0.000000 0.000000 0
12 0.000000 0.000000 0.000000 0
13 0.000000 0.000000 0.000000 0
14 0.000000 0.000000 0.000000 0
15 0.000000 0.000000 0.000000 0
16 0.000000 0.000000 0.000000 0
18 0.000000 0.000000 0.000000 0
19 0.969592 0.919208 0.943728 19148
20 0.458778 0.655678 0.539834 1638
avg / total 0.929338 0.898441 0.911900 20786
Classification report for turbine 5, turbine category 6.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 0
11 0.000000 0.000000 0.000000 0
12 0.000000 0.000000 0.000000 0
13 0.000000 0.000000 0.000000 0
14 0.000000 0.000000 0.000000 0
15 0.000000 0.000000 0.000000 0
16 0.000000 0.000000 0.000000 0
19 0.988747 0.986287 0.987516 18085
20 0.917702 0.875231 0.895964 2701
avg / total 0.979515 0.971856 0.975619 20786
Classification report for turbine 5, turbine category 6.0
precision recall f1-score support
11 0.000000 0.000000 0.000000 0
12 0.000000 0.000000 0.000000 0
13 0.000000 0.000000 0.000000 0
15 0.000000 0.000000 0.000000 0
16 0.000000 0.000000 0.000000 0
19 0.989181 0.988747 0.988964 18217
20 0.925839 0.923316 0.924576 2569
avg / total 0.981353 0.980660 0.981006 20786
Classification report for turbine 5, turbine category 6.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 0
11 0.000000 0.000000 0.000000 0
12 0.000000 0.000000 0.000000 0
14 0.000000 0.000000 0.000000 0
15 0.000000 0.000000 0.000000 0
16 0.000000 0.000000 0.000000 0
19 0.990313 0.992528 0.991419 19673
20 0.874405 0.825696 0.849353 1113
avg / total 0.984107 0.983595 0.983812 20786
Classification report for turbine 5, turbine category 6.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 0
11 0.000000 0.000000 0.000000 0
12 0.000000 0.000000 0.000000 0
13 0.000000 0.000000 0.000000 0
16 0.000000 0.000000 0.000000 0
19 0.994293 0.994733 0.994513 20317
20 0.792793 0.750533 0.771084 469
avg / total 0.989747 0.989224 0.989472 20786
------------------------------------------------------------------------
Classification report for turbine 5, turbine category 7.0
precision recall f1-score support
19 0.968630 0.961093 0.964847 19148
20 0.583100 0.636142 0.608467 1638
avg / total 0.938249 0.935485 0.936763 20786
Classification report for turbine 5, turbine category 7.0
precision recall f1-score support
19 0.991137 0.983135 0.987120 18085
20 0.892870 0.941133 0.916366 2701
avg / total 0.978368 0.977677 0.977926 20786
Classification report for turbine 5, turbine category 7.0
precision recall f1-score support
19 0.991967 0.989625 0.990794 18217
20 0.927642 0.943169 0.935341 2569
avg / total 0.984016 0.983883 0.983941 20786
Classification report for turbine 5, turbine category 7.0
precision recall f1-score support
19 0.991124 0.993239 0.992180 19673
20 0.875817 0.842767 0.858974 1113
avg / total 0.984949 0.985182 0.985048 20786
Classification report for turbine 5, turbine category 7.0
precision recall f1-score support
19 0.994492 0.995275 0.994883 20317
20 0.788079 0.761194 0.774403 469
avg / total 0.989834 0.989993 0.989908 20786
------------------------------------------------------------------------
Classification report for turbine 5, turbine category 8.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 1941
11 0.000000 0.000000 0.000000 252
12 0.000000 0.000000 0.000000 265
13 0.000000 0.000000 0.000000 273
14 0.006623 0.004630 0.005450 216
15 0.004831 0.004630 0.004728 216
16 0.039683 0.027027 0.032154 185
17 0.008403 0.006135 0.007092 163
18 0.006897 0.006944 0.006920 144
19 0.822747 0.915733 0.866753 16068
20 0.489192 0.809031 0.609713 1063
avg / total 0.661603 0.749687 0.701694 20786
Classification report for turbine 5, turbine category 8.0
precision recall f1-score support
10 0.003058 0.012658 0.004926 79
11 0.000000 0.000000 0.000000 72
12 0.017699 0.083333 0.029197 72
13 0.000000 0.000000 0.000000 72
14 0.010000 0.013889 0.011628 72
15 0.000000 0.000000 0.000000 72
16 0.000000 0.000000 0.000000 72
17 0.000000 0.000000 0.000000 72
18 0.000000 0.000000 0.000000 72
19 0.966757 0.926268 0.946080 17645
20 0.847122 0.893805 0.869838 2486
avg / total 0.922092 0.893582 0.907309 20786
Classification report for turbine 5, turbine category 8.0
precision recall f1-score support
10 0.080402 0.390244 0.133333 41
11 0.000000 0.000000 0.000000 108
12 0.015873 0.018519 0.017094 108
13 0.000000 0.000000 0.000000 108
14 0.014815 0.018519 0.016461 108
15 0.000000 0.000000 0.000000 78
16 0.000000 0.000000 0.000000 72
17 0.000000 0.000000 0.000000 72
18 0.000000 0.000000 0.000000 72
19 0.937373 0.949002 0.943152 17491
20 0.935102 0.780854 0.851045 2528
avg / total 0.902826 0.894496 0.897585 20786
Classification report for turbine 5, turbine category 8.0
precision recall f1-score support
10 0.062500 0.069767 0.065934 172
11 0.000000 0.000000 0.000000 311
12 0.006944 0.005348 0.006042 187
13 0.007463 0.005988 0.006645 167
14 0.000000 0.000000 0.000000 144
15 0.008333 0.006944 0.007576 144
16 0.000000 0.000000 0.000000 144
17 0.000000 0.000000 0.000000 144
18 0.000000 0.000000 0.000000 112
19 0.920949 0.940798 0.930767 18327
20 0.702614 0.690578 0.696544 934
avg / total 0.844268 0.861253 0.852661 20786
Classification report for turbine 5, turbine category 8.0
precision recall f1-score support
10 0.045455 0.086957 0.059701 23
11 0.000000 0.000000 0.000000 144
12 0.005376 0.006944 0.006061 144
13 0.000000 0.000000 0.000000 144
14 0.023438 0.020833 0.022059 144
15 0.000000 0.000000 0.000000 144
16 0.000000 0.000000 0.000000 144
17 0.008621 0.006944 0.007692 144
18 0.000000 0.000000 0.000000 144
19 0.940432 0.940138 0.940285 19194
20 0.701205 0.697842 0.699519 417
avg / total 0.882781 0.882469 0.882616 20786
------------------------------------------------------------------------
Classification report for turbine 5, turbine category 9.0
precision recall f1-score support
10 0.023256 0.035714 0.028169 84
11 0.000000 0.000000 0.000000 103
12 0.000000 0.000000 0.000000 72
13 0.000000 0.000000 0.000000 72
14 0.000000 0.000000 0.000000 61
15 0.000000 0.000000 0.000000 36
16 0.001848 0.027778 0.003466 36
17 0.000000 0.000000 0.000000 36
18 0.000000 0.000000 0.000000 36
19 0.943847 0.899391 0.921083 18726
20 0.750652 0.566929 0.645981 1524
avg / total 0.905440 0.852016 0.877281 20786
Classification report for turbine 5, turbine category 9.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 0
11 0.000000 0.000000 0.000000 0
12 0.000000 0.000000 0.000000 0
13 0.000000 0.000000 0.000000 0
14 0.000000 0.000000 0.000000 0
15 0.000000 0.000000 0.000000 0
16 0.000000 0.000000 0.000000 0
17 0.000000 0.000000 0.000000 0
18 0.000000 0.000000 0.000000 0
19 0.987011 0.974786 0.980860 18085
20 0.920641 0.850426 0.884142 2701
avg / total 0.978387 0.958626 0.968292 20786
Classification report for turbine 5, turbine category 9.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 0
11 0.000000 0.000000 0.000000 0
12 0.000000 0.000000 0.000000 0
13 0.000000 0.000000 0.000000 0
14 0.000000 0.000000 0.000000 0
15 0.000000 0.000000 0.000000 0
16 0.000000 0.000000 0.000000 0
17 0.000000 0.000000 0.000000 0
18 0.000000 0.000000 0.000000 0
19 0.986093 0.977000 0.981525 18217
20 0.914056 0.885948 0.899783 2569
avg / total 0.977190 0.965746 0.971423 20786
Classification report for turbine 5, turbine category 9.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 0
11 0.000000 0.000000 0.000000 0
12 0.000000 0.000000 0.000000 0
13 0.000000 0.000000 0.000000 0
14 0.000000 0.000000 0.000000 0
15 0.000000 0.000000 0.000000 0
16 0.000000 0.000000 0.000000 0
17 0.000000 0.000000 0.000000 0
18 0.000000 0.000000 0.000000 0
19 0.989873 0.983734 0.986794 19673
20 0.844294 0.784367 0.813228 1113
avg / total 0.982078 0.973059 0.977500 20786
Classification report for turbine 5, turbine category 9.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 0
11 0.000000 0.000000 0.000000 0
12 0.000000 0.000000 0.000000 0
13 0.000000 0.000000 0.000000 0
14 0.000000 0.000000 0.000000 0
15 0.000000 0.000000 0.000000 0
16 0.000000 0.000000 0.000000 0
17 0.000000 0.000000 0.000000 0
18 0.000000 0.000000 0.000000 0
19 0.994703 0.988975 0.991831 20317
20 0.782609 0.767591 0.775027 469
avg / total 0.989917 0.983980 0.986939 20786
------------------------------------------------------------------------
Classification report for turbine 5, turbine category 10.0
precision recall f1-score support
10 0.137931 0.082935 0.103586 627
11 0.066116 0.011050 0.018935 724
12 0.033784 0.008787 0.013947 569
13 0.023055 0.015209 0.018328 526
14 0.052910 0.020080 0.029112 498
15 0.136364 0.006410 0.012245 468
16 0.015267 0.004425 0.006861 452
17 0.000000 0.000000 0.000000 432
18 0.000000 0.000000 0.000000 397
19 0.773336 0.940143 0.848621 14919
20 0.685714 0.715503 0.700292 1174
avg / total 0.606427 0.719427 0.654396 20786
Classification report for turbine 5, turbine category 10.0
precision recall f1-score support
10 0.338770 0.464716 0.391872 581
11 0.051527 0.092784 0.066258 291
12 0.009547 0.013889 0.011315 288
13 0.012438 0.017361 0.014493 288
14 0.013441 0.017361 0.015152 288
15 0.035897 0.048611 0.041298 288
16 0.010959 0.013889 0.012251 288
17 0.015491 0.031250 0.020713 288
18 0.000000 0.000000 0.000000 245
19 0.863743 0.789181 0.824780 15824
20 0.810943 0.784128 0.797310 2117
avg / total 0.751689 0.696911 0.722572 20786
Classification report for turbine 5, turbine category 10.0
precision recall f1-score support
10 0.033058 0.183908 0.056042 174
11 0.000000 0.000000 0.000000 144
12 0.002445 0.006944 0.003617 144
13 0.026756 0.055556 0.036117 144
14 0.009785 0.034722 0.015267 144
15 0.005587 0.013889 0.007968 144
16 0.006667 0.020833 0.010101 144
17 0.007042 0.013889 0.009346 144
18 0.009662 0.013889 0.011396 144
19 0.919620 0.827259 0.870998 17066
20 0.909898 0.598997 0.722418 2394
avg / total 0.860582 0.750842 0.799441 20786
Classification report for turbine 5, turbine category 10.0
precision recall f1-score support
10 0.228033 0.240618 0.234157 453
11 0.052632 0.032209 0.039962 652
12 0.024169 0.015414 0.018824 519
13 0.038339 0.025641 0.030730 468
14 0.021053 0.018519 0.019704 432
15 0.011494 0.009828 0.010596 407
16 0.018116 0.012626 0.014881 396
17 0.027119 0.021978 0.024279 364
18 0.014218 0.009036 0.011050 332
19 0.802148 0.858912 0.829560 15912
20 0.690377 0.581669 0.631378 851
avg / total 0.652118 0.689887 0.669911 20786
Classification report for turbine 5, turbine category 10.0
precision recall f1-score support
10 0.529762 0.351779 0.422803 253
11 0.009302 0.022222 0.013115 180
12 0.015190 0.033520 0.020906 179
13 0.007264 0.020833 0.010772 144
14 0.002193 0.006944 0.003333 144
15 0.024831 0.076389 0.037479 144
16 0.002309 0.006944 0.003466 144
17 0.016216 0.041667 0.023346 144
18 0.020202 0.041667 0.027211 144
19 0.933920 0.837888 0.883301 18993
20 0.548387 0.589905 0.568389 317
avg / total 0.868889 0.780718 0.821948 20786
------------------------------------------------------------------------
Classification report for turbine 5, turbine category 11.0
precision recall f1-score support
10 0.200177 0.514221 0.288173 879
11 0.011511 0.014519 0.012841 551
12 0.056122 0.022587 0.032211 487
13 0.006993 0.004274 0.005305 468
14 0.017375 0.019231 0.018256 468
15 0.000000 0.000000 0.000000 437
16 0.002725 0.002778 0.002751 360
17 0.009050 0.011628 0.010178 344
18 0.007463 0.010417 0.008696 288
19 0.791534 0.764638 0.777854 15627
20 0.323810 0.155074 0.209715 877
avg / total 0.619675 0.604975 0.607790 20786
Classification report for turbine 5, turbine category 11.0
precision recall f1-score support
10 0.228519 0.370920 0.282805 1011
11 0.031136 0.027070 0.028961 628
12 0.036765 0.030303 0.033223 495
13 0.029240 0.037594 0.032895 399
14 0.018182 0.033803 0.023645 355
15 0.004662 0.006173 0.005312 324
16 0.000000 0.000000 0.000000 324
17 0.006623 0.006173 0.006390 324
18 0.004545 0.003086 0.003676 324
19 0.834251 0.810224 0.822062 14965
20 0.642468 0.432498 0.516977 1637
avg / total 0.665271 0.638507 0.649259 20786
Classification report for turbine 5, turbine category 11.0
precision recall f1-score support
10 0.178606 0.498630 0.263006 365
11 0.008141 0.027778 0.012592 216
12 0.009174 0.013889 0.011050 216
13 0.003460 0.004762 0.004008 210
14 0.002232 0.005556 0.003185 180
15 0.016667 0.022222 0.019048 180
16 0.000000 0.000000 0.000000 180
17 0.010830 0.016667 0.013129 180
18 0.004425 0.006711 0.005333 149
19 0.902941 0.838835 0.869708 16691
20 0.809556 0.542136 0.649393 2219
avg / total 0.815119 0.741124 0.772944 20786
Classification report for turbine 5, turbine category 11.0
precision recall f1-score support
10 0.174056 0.336508 0.229437 315
11 0.013514 0.021875 0.016706 320
12 0.013587 0.021368 0.016611 234
13 0.000000 0.000000 0.000000 216
14 0.008197 0.010989 0.009390 182
15 0.013761 0.016667 0.015075 180
16 0.009063 0.016667 0.011742 180
17 0.000000 0.000000 0.000000 180
18 0.016327 0.022222 0.018824 180
19 0.897793 0.855269 0.876016 17840
20 0.790952 0.528676 0.633750 959
avg / total 0.810451 0.764697 0.785496 20786
Classification report for turbine 5, turbine category 11.0
precision recall f1-score support
10 0.005714 0.250000 0.011173 4
11 0.000000 0.000000 0.000000 36
12 0.003460 0.027778 0.006154 36
13 0.000000 0.000000 0.000000 36
14 0.000000 0.000000 0.000000 36
15 0.024691 0.166667 0.043011 36
16 0.000000 0.000000 0.000000 36
17 0.000000 0.000000 0.000000 36
18 0.004484 0.027778 0.007722 36
19 0.981694 0.888822 0.932953 20031
20 0.731458 0.617711 0.669789 463
avg / total 0.962387 0.870730 0.914085 20786
------------------------------------------------------------------------
Classification report for turbine 5, turbine category 16.0
precision recall f1-score support
19 0.970635 0.989137 0.979799 19148
20 0.836606 0.650183 0.731707 1638
avg / total 0.960073 0.962427 0.960248 20786
Classification report for turbine 5, turbine category 16.0
precision recall f1-score support
19 0.992620 0.981698 0.987129 18085
20 0.885862 0.951129 0.917336 2701
avg / total 0.978747 0.977725 0.978059 20786
Classification report for turbine 5, turbine category 16.0
precision recall f1-score support
19 0.988650 0.989790 0.989220 18217
20 0.927002 0.919424 0.923197 2569
avg / total 0.981031 0.981093 0.981060 20786
Classification report for turbine 5, turbine category 16.0
precision recall f1-score support
19 0.991270 0.992782 0.992026 19673
20 0.868883 0.845463 0.857013 1113
avg / total 0.984717 0.984894 0.984796 20786
Classification report for turbine 5, turbine category 16.0
precision recall f1-score support
19 0.995080 0.995521 0.995301 20317
20 0.802174 0.786780 0.794403 469
avg / total 0.990728 0.990811 0.990768 20786
------------------------------------------------------------------------
Classification report for turbine 5, turbine category 18.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 34
11 0.000000 0.000000 0.000000 180
12 0.000000 0.000000 0.000000 180
13 0.000000 0.000000 0.000000 180
14 0.000000 0.000000 0.000000 180
15 0.000000 0.000000 0.000000 180
16 0.000000 0.000000 0.000000 174
17 0.000000 0.000000 0.000000 144
18 0.000000 0.000000 0.000000 144
19 0.903329 0.967273 0.934208 17814
20 0.657744 0.654822 0.656280 1576
avg / total 0.824041 0.878620 0.850393 20786
Classification report for turbine 5, turbine category 18.0
precision recall f1-score support
10 0.034483 0.076923 0.047619 13
11 0.013699 0.013889 0.013793 72
12 0.122807 0.097222 0.108527 72
13 0.000000 0.000000 0.000000 72
14 0.000000 0.000000 0.000000 72
15 0.000000 0.000000 0.000000 72
16 0.000000 0.000000 0.000000 72
17 0.000000 0.000000 0.000000 72
18 0.000000 0.000000 0.000000 72
19 0.959005 0.947609 0.953273 17503
20 0.897711 0.931700 0.914390 2694
avg / total 0.924381 0.919128 0.921675 20786
Classification report for turbine 5, turbine category 18.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 12
11 0.019231 0.027778 0.022727 72
12 0.000000 0.000000 0.000000 72
13 0.014925 0.013889 0.014388 72
14 0.000000 0.000000 0.000000 72
15 0.028986 0.027778 0.028369 72
16 0.000000 0.000000 0.000000 72
17 0.000000 0.000000 0.000000 72
18 0.000000 0.000000 0.000000 72
19 0.957421 0.945094 0.951217 17630
20 0.864011 0.734813 0.794192 2568
avg / total 0.919016 0.892620 0.905136 20786
Classification report for turbine 5, turbine category 18.0
precision recall f1-score support
10 0.035714 0.045455 0.040000 22
11 0.022989 0.013889 0.017316 144
12 0.008197 0.006944 0.007519 144
13 0.008772 0.006944 0.007752 144
14 0.000000 0.000000 0.000000 144
15 0.000000 0.000000 0.000000 144
16 0.015789 0.020833 0.017964 144
17 0.000000 0.000000 0.000000 144
18 0.000000 0.000000 0.000000 144
19 0.933380 0.944861 0.939085 18535
20 0.830959 0.812442 0.821596 1077
avg / total 0.875779 0.885019 0.880350 20786
Classification report for turbine 5, turbine category 18.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 0
11 0.000000 0.000000 0.000000 0
12 0.000000 0.000000 0.000000 0
13 0.000000 0.000000 0.000000 0
14 0.000000 0.000000 0.000000 0
15 0.000000 0.000000 0.000000 0
16 0.000000 0.000000 0.000000 0
17 0.000000 0.000000 0.000000 0
18 0.000000 0.000000 0.000000 0
19 0.994306 0.954029 0.973751 20317
20 0.760090 0.722814 0.740984 469
avg / total 0.989021 0.948812 0.968499 20786
------------------------------------------------------------------------
Classification report for turbine 5, turbine category 19.0
precision recall f1-score support
19 0.969853 0.991278 0.980449 19148
20 0.862551 0.639805 0.734665 1638
avg / total 0.961398 0.963581 0.961080 20786
Classification report for turbine 5, turbine category 19.0
precision recall f1-score support
19 0.991343 0.981421 0.986357 18085
20 0.883414 0.942614 0.912054 2701
avg / total 0.977318 0.976378 0.976702 20786
Classification report for turbine 5, turbine category 19.0
precision recall f1-score support
19 0.990236 0.990943 0.990589 18217
20 0.935446 0.930712 0.933073 2569
avg / total 0.983464 0.983499 0.983481 20786
Classification report for turbine 5, turbine category 19.0
precision recall f1-score support
19 0.990369 0.993138 0.991751 19673
20 0.872401 0.829290 0.850299 1113
avg / total 0.984052 0.984364 0.984177 20786
Classification report for turbine 5, turbine category 19.0
precision recall f1-score support
19 0.995222 0.994438 0.994830 20317
20 0.767010 0.793177 0.779874 469
avg / total 0.990073 0.989897 0.989980 20786
------------------------------------------------------------------------
Classification report for turbine 5, turbine category 20.0
precision recall f1-score support
19 0.970555 0.993263 0.981778 19148
20 0.891597 0.647741 0.750354 1638
avg / total 0.964333 0.966035 0.963541 20786
Classification report for turbine 5, turbine category 20.0
precision recall f1-score support
19 0.991034 0.983965 0.987486 18085
20 0.897527 0.940392 0.918460 2701
avg / total 0.978883 0.978303 0.978517 20786
Classification report for turbine 5, turbine category 20.0
precision recall f1-score support
19 0.988377 0.989625 0.989001 18217
20 0.925766 0.917478 0.921603 2569
avg / total 0.980639 0.980708 0.980671 20786
Classification report for turbine 5, turbine category 20.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 12
11 0.000000 0.000000 0.000000 36
12 0.000000 0.000000 0.000000 36
13 0.000000 0.000000 0.000000 36
14 0.000000 0.000000 0.000000 36
15 0.000000 0.000000 0.000000 36
16 0.000000 0.000000 0.000000 36
17 0.000000 0.000000 0.000000 36
18 0.000000 0.000000 0.000000 36
19 0.976300 0.992519 0.984343 19383
20 0.855689 0.838622 0.847070 1103
avg / total 0.955810 0.970028 0.962852 20786
Classification report for turbine 5, turbine category 20.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 0
11 0.000000 0.000000 0.000000 0
12 0.000000 0.000000 0.000000 0
13 0.000000 0.000000 0.000000 0
14 0.000000 0.000000 0.000000 0
15 0.000000 0.000000 0.000000 0
16 0.000000 0.000000 0.000000 0
17 0.000000 0.000000 0.000000 0
18 0.000000 0.000000 0.000000 0
19 0.995099 0.989467 0.992275 20317
20 0.758197 0.788913 0.773250 469
avg / total 0.989754 0.984942 0.987333 20786
------------------------------------------------------------------------
Classification report for turbine 6, turbine category 2.0
precision recall f1-score support
19 0.948950 0.988362 0.968255 19334
20 0.865591 0.584982 0.698145 2477
avg / total 0.939483 0.942552 0.937580 21811
Classification report for turbine 6, turbine category 2.0
precision recall f1-score support
19 0.992059 0.952612 0.971935 20195
20 0.604382 0.904703 0.724659 1616
avg / total 0.963335 0.949062 0.953614 21811
Classification report for turbine 6, turbine category 2.0
precision recall f1-score support
19 0.949492 0.964216 0.956797 14252
20 0.930499 0.903294 0.916695 7559
avg / total 0.942910 0.943102 0.942899 21811
Classification report for turbine 6, turbine category 2.0
precision recall f1-score support
19 0.988102 0.990099 0.989099 19795
20 0.900810 0.882937 0.891784 2016
avg / total 0.980033 0.980193 0.980104 21811
Classification report for turbine 6, turbine category 2.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 7
11 0.000000 0.000000 0.000000 36
12 0.000000 0.000000 0.000000 36
13 0.000000 0.000000 0.000000 36
14 0.000000 0.000000 0.000000 36
15 0.000000 0.000000 0.000000 36
16 0.000000 0.000000 0.000000 36
17 0.000000 0.000000 0.000000 36
18 0.000000 0.000000 0.000000 36
19 0.982417 0.994053 0.988201 20347
20 0.865086 0.905047 0.884615 1169
avg / total 0.962841 0.975838 0.969283 21811
------------------------------------------------------------------------
Classification report for turbine 6, turbine category 3.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 119
11 0.000000 0.000000 0.000000 36
12 0.000000 0.000000 0.000000 36
13 0.000000 0.000000 0.000000 36
14 0.000000 0.000000 0.000000 36
15 0.000000 0.000000 0.000000 36
16 0.000000 0.000000 0.000000 36
17 0.000000 0.000000 0.000000 36
18 0.000000 0.000000 0.000000 36
19 0.931084 0.989835 0.959561 18986
20 0.834050 0.561208 0.670952 2418
avg / total 0.902952 0.923846 0.909660 21811
Classification report for turbine 6, turbine category 3.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 0
11 0.000000 0.000000 0.000000 0
12 0.000000 0.000000 0.000000 0
13 0.000000 0.000000 0.000000 0
14 0.000000 0.000000 0.000000 0
15 0.000000 0.000000 0.000000 0
16 0.000000 0.000000 0.000000 0
17 0.000000 0.000000 0.000000 0
18 0.000000 0.000000 0.000000 0
19 0.992957 0.977371 0.985102 20195
20 0.839817 0.908416 0.872771 1616
avg / total 0.981611 0.972262 0.976779 21811
Classification report for turbine 6, turbine category 3.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 54
11 0.000000 0.000000 0.000000 108
12 0.000000 0.000000 0.000000 108
13 0.000000 0.000000 0.000000 101
14 0.000000 0.000000 0.000000 72
15 0.000000 0.000000 0.000000 72
16 0.000000 0.000000 0.000000 72
17 0.000000 0.000000 0.000000 72
18 0.000000 0.000000 0.000000 72
19 0.875724 0.953623 0.913015 13951
20 0.868894 0.766026 0.814224 7129
avg / total 0.844142 0.860346 0.850125 21811
Classification report for turbine 6, turbine category 3.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 0
11 0.000000 0.000000 0.000000 0
12 0.000000 0.000000 0.000000 0
13 0.000000 0.000000 0.000000 0
14 0.000000 0.000000 0.000000 0
15 0.000000 0.000000 0.000000 0
16 0.000000 0.000000 0.000000 0
17 0.000000 0.000000 0.000000 0
18 0.000000 0.000000 0.000000 0
19 0.986622 0.972367 0.979442 19795
20 0.871247 0.849206 0.860085 2016
avg / total 0.975957 0.960983 0.968410 21811
Classification report for turbine 6, turbine category 3.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 0
11 0.000000 0.000000 0.000000 0
12 0.000000 0.000000 0.000000 0
13 0.000000 0.000000 0.000000 0
14 0.000000 0.000000 0.000000 0
15 0.000000 0.000000 0.000000 0
16 0.000000 0.000000 0.000000 0
17 0.000000 0.000000 0.000000 0
18 0.000000 0.000000 0.000000 0
19 0.994327 0.987326 0.990815 20594
20 0.881188 0.877568 0.879374 1217
avg / total 0.988014 0.981202 0.984596 21811
------------------------------------------------------------------------
Classification report for turbine 6, turbine category 4.0
precision recall f1-score support
19 0.947277 0.988776 0.967582 19334
20 0.866871 0.570448 0.688093 2477
avg / total 0.938146 0.941268 0.935841 21811
Classification report for turbine 6, turbine category 4.0
precision recall f1-score support
19 0.991461 0.983115 0.987270 20195
20 0.809071 0.894183 0.849500 1616
avg / total 0.977947 0.976526 0.977063 21811
Classification report for turbine 6, turbine category 4.0
precision recall f1-score support
19 0.952094 0.963584 0.957804 14252
20 0.929741 0.908586 0.919042 7559
avg / total 0.944347 0.944523 0.944371 21811
Classification report for turbine 6, turbine category 4.0
precision recall f1-score support
19 0.988009 0.990705 0.989355 19795
20 0.906218 0.881944 0.893917 2016
avg / total 0.980449 0.980652 0.980534 21811
Classification report for turbine 6, turbine category 4.0
precision recall f1-score support
19 0.994700 0.993348 0.994023 20594
20 0.889960 0.910435 0.900081 1217
avg / total 0.988856 0.988721 0.988782 21811
------------------------------------------------------------------------
Classification report for turbine 6, turbine category 5.0
precision recall f1-score support
19 0.946590 0.990018 0.967817 19334
20 0.878616 0.563989 0.686993 2477
avg / total 0.938871 0.941635 0.935925 21811
Classification report for turbine 6, turbine category 5.0
precision recall f1-score support
19 0.992188 0.987423 0.989800 20195
20 0.851722 0.902847 0.876540 1616
avg / total 0.981781 0.981156 0.981408 21811
Classification report for turbine 6, turbine category 5.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 6
11 0.000000 0.000000 0.000000 36
12 0.000000 0.000000 0.000000 36
13 0.000000 0.000000 0.000000 36
14 0.000000 0.000000 0.000000 36
15 0.000000 0.000000 0.000000 36
16 0.000000 0.000000 0.000000 36
17 0.000000 0.000000 0.000000 36
18 0.000000 0.000000 0.000000 36
19 0.892494 0.968639 0.929008 14030
20 0.922084 0.810872 0.862910 7487
avg / total 0.890621 0.901426 0.893796 21811
Classification report for turbine 6, turbine category 5.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 0
11 0.000000 0.000000 0.000000 0
12 0.000000 0.000000 0.000000 0
13 0.000000 0.000000 0.000000 0
14 0.000000 0.000000 0.000000 0
15 0.000000 0.000000 0.000000 0
16 0.000000 0.000000 0.000000 0
17 0.000000 0.000000 0.000000 0
18 0.000000 0.000000 0.000000 0
19 0.987607 0.982268 0.984930 19795
20 0.890735 0.877480 0.884058 2016
avg / total 0.978653 0.972583 0.975607 21811
Classification report for turbine 6, turbine category 5.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 112
11 0.000000 0.000000 0.000000 36
12 0.000000 0.000000 0.000000 36
13 0.000000 0.000000 0.000000 36
14 0.000000 0.000000 0.000000 36
15 0.000000 0.000000 0.000000 36
16 0.000000 0.000000 0.000000 36
17 0.000000 0.000000 0.000000 36
18 0.000000 0.000000 0.000000 36
19 0.979893 0.986214 0.983043 20310
20 0.797599 0.844687 0.820468 1101
avg / total 0.952721 0.960983 0.956808 21811
------------------------------------------------------------------------
Classification report for turbine 6, turbine category 6.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 81
11 0.000000 0.000000 0.000000 36
12 0.000000 0.000000 0.000000 36
13 0.000000 0.000000 0.000000 36
14 0.000000 0.000000 0.000000 36
15 0.000000 0.000000 0.000000 36
16 0.000000 0.000000 0.000000 36
17 0.000000 0.000000 0.000000 36
18 0.000000 0.000000 0.000000 36
19 0.933938 0.988720 0.960548 19060
20 0.816289 0.559614 0.664010 2382
avg / total 0.905289 0.925130 0.911913 21811
Classification report for turbine 6, turbine category 6.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 40
11 0.000000 0.000000 0.000000 36
12 0.000000 0.000000 0.000000 36
13 0.000000 0.000000 0.000000 36
14 0.000000 0.000000 0.000000 36
15 0.000000 0.000000 0.000000 36
16 0.000000 0.000000 0.000000 36
17 0.000000 0.000000 0.000000 36
18 0.000000 0.000000 0.000000 36
19 0.980897 0.923259 0.951206 19911
20 0.497723 0.903944 0.641970 1572
avg / total 0.931322 0.907982 0.914613 21811
Classification report for turbine 6, turbine category 6.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 0
11 0.000000 0.000000 0.000000 0
12 0.000000 0.000000 0.000000 0
13 0.000000 0.000000 0.000000 0
14 0.000000 0.000000 0.000000 0
15 0.000000 0.000000 0.000000 0
16 0.000000 0.000000 0.000000 0
17 0.000000 0.000000 0.000000 0
18 0.000000 0.000000 0.000000 0
19 0.923425 0.958672 0.940719 14252
20 0.936765 0.842704 0.887248 7559
avg / total 0.928048 0.918482 0.922188 21811
Classification report for turbine 6, turbine category 6.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 223
11 0.000000 0.000000 0.000000 72
12 0.000000 0.000000 0.000000 72
13 0.000000 0.000000 0.000000 72
14 0.083333 0.013889 0.023810 72
15 0.000000 0.000000 0.000000 72
16 0.000000 0.000000 0.000000 72
17 0.000000 0.000000 0.000000 72
18 0.000000 0.000000 0.000000 72
19 0.954069 0.981250 0.967469 19200
20 0.786710 0.810155 0.798260 1812
avg / total 0.905490 0.931136 0.918049 21811
Classification report for turbine 6, turbine category 6.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 26
11 0.000000 0.000000 0.000000 36
12 0.000000 0.000000 0.000000 36
13 0.055556 0.027778 0.037037 36
14 0.000000 0.000000 0.000000 36
15 0.000000 0.000000 0.000000 36
16 0.000000 0.000000 0.000000 36
17 0.000000 0.000000 0.000000 36
18 0.000000 0.000000 0.000000 36
19 0.981061 0.981930 0.981495 20310
20 0.873355 0.894693 0.883895 1187
avg / total 0.961167 0.963092 0.962115 21811
------------------------------------------------------------------------
Classification report for turbine 6, turbine category 7.0
precision recall f1-score support
19 0.947303 0.984638 0.965610 19334
20 0.826822 0.572467 0.676527 2477
avg / total 0.933620 0.937830 0.932780 21811
Classification report for turbine 6, turbine category 7.0
precision recall f1-score support
19 0.990991 0.980441 0.985688 20195
20 0.784271 0.888614 0.833188 1616
avg / total 0.975675 0.973637 0.974389 21811
Classification report for turbine 6, turbine category 7.0
precision recall f1-score support
19 0.939922 0.961619 0.950647 14252
20 0.924343 0.884112 0.903780 7559
avg / total 0.934523 0.934758 0.934404 21811
Classification report for turbine 6, turbine category 7.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 102
11 0.000000 0.000000 0.000000 158
12 0.000000 0.000000 0.000000 92
13 0.000000 0.000000 0.000000 72
14 0.000000 0.000000 0.000000 46
15 0.000000 0.000000 0.000000 36
16 0.000000 0.000000 0.000000 36
17 0.000000 0.000000 0.000000 36
18 0.000000 0.000000 0.000000 36
19 0.962202 0.991083 0.976429 19290
20 0.868692 0.884636 0.876591 1907
avg / total 0.926940 0.953876 0.940213 21811
Classification report for turbine 6, turbine category 7.0
precision recall f1-score support
10 0.041667 0.076923 0.054054 13
11 0.000000 0.000000 0.000000 36
12 0.000000 0.000000 0.000000 36
13 0.000000 0.000000 0.000000 36
14 0.000000 0.000000 0.000000 36
15 0.000000 0.000000 0.000000 36
16 0.000000 0.000000 0.000000 36
17 0.000000 0.000000 0.000000 36
18 0.000000 0.000000 0.000000 36
19 0.981797 0.983727 0.982761 20341
20 0.866444 0.887938 0.877060 1169
avg / total 0.962090 0.965064 0.963566 21811
------------------------------------------------------------------------
Classification report for turbine 6, turbine category 8.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 128
11 0.000000 0.000000 0.000000 159
12 0.000000 0.000000 0.000000 108
13 0.000000 0.000000 0.000000 108
14 0.000000 0.000000 0.000000 108
15 0.000000 0.000000 0.000000 108
16 0.000000 0.000000 0.000000 108
17 0.000000 0.000000 0.000000 108
18 0.000000 0.000000 0.000000 108
19 0.919585 0.990224 0.953598 18720
20 0.633999 0.511719 0.566333 2048
avg / total 0.848795 0.897941 0.871634 21811
Classification report for turbine 6, turbine category 8.0
precision recall f1-score support
10 0.147287 0.033159 0.054131 573
11 0.006667 0.004000 0.005000 250
12 0.026316 0.004630 0.007874 216
13 0.044776 0.015385 0.022901 195
14 0.000000 0.000000 0.000000 180
15 0.000000 0.000000 0.000000 180
16 0.000000 0.000000 0.000000 180
17 0.000000 0.000000 0.000000 180
18 0.022222 0.011834 0.015444 169
19 0.916944 0.959856 0.937910 18633
20 0.485958 0.754502 0.591162 1055
avg / total 0.811625 0.857686 0.831727 21811
Classification report for turbine 6, turbine category 8.0
precision recall f1-score support
10 0.096017 0.213852 0.132530 823
11 0.000000 0.000000 0.000000 144
12 0.000000 0.000000 0.000000 144
13 0.015267 0.017094 0.016129 117
14 0.000000 0.000000 0.000000 108
15 0.007653 0.027778 0.012000 108
16 0.055641 0.333333 0.095364 108
17 0.000000 0.000000 0.000000 108
18 0.000000 0.000000 0.000000 91
19 0.881010 0.908289 0.894441 13597
20 0.803936 0.524679 0.634959 6463
avg / total 0.791462 0.731649 0.751365 21811
Classification report for turbine 6, turbine category 8.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 11
11 0.000000 0.000000 0.000000 64
12 0.000000 0.000000 0.000000 36
13 0.000000 0.000000 0.000000 36
14 0.000000 0.000000 0.000000 36
15 0.000000 0.000000 0.000000 36
16 0.000000 0.000000 0.000000 36
17 0.000000 0.000000 0.000000 36
18 0.000000 0.000000 0.000000 36
19 0.978119 0.935197 0.956177 19598
20 0.800296 0.573701 0.668314 1886
avg / total 0.948079 0.889918 0.916950 21811
Classification report for turbine 6, turbine category 8.0
precision recall f1-score support
10 0.241379 0.295775 0.265823 142
11 0.019194 0.039683 0.025873 252
12 0.010204 0.007937 0.008929 252
13 0.074866 0.055556 0.063781 252
14 0.007042 0.003968 0.005076 252
15 0.017143 0.011905 0.014052 252
16 0.000000 0.000000 0.000000 252
17 0.000000 0.000000 0.000000 252
18 0.011236 0.003968 0.005865 252
19 0.903926 0.927020 0.915327 18553
20 0.773065 0.662727 0.713656 1100
avg / total 0.811076 0.825318 0.817751 21811
------------------------------------------------------------------------
Classification report for turbine 6, turbine category 9.0
precision recall f1-score support
19 0.946808 0.988776 0.967337 19334
20 0.866049 0.566411 0.684891 2477
avg / total 0.937637 0.940810 0.935261 21811
Classification report for turbine 6, turbine category 9.0
precision recall f1-score support
19 0.990947 0.953949 0.972096 20195
20 0.607595 0.891089 0.722529 1616
avg / total 0.962544 0.949292 0.953605 21811
Classification report for turbine 6, turbine category 9.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 13
11 0.000000 0.000000 0.000000 72
12 0.000000 0.000000 0.000000 72
13 0.000000 0.000000 0.000000 72
14 0.000000 0.000000 0.000000 72
15 0.000000 0.000000 0.000000 72
16 0.000000 0.000000 0.000000 72
17 0.000000 0.000000 0.000000 72
18 0.000000 0.000000 0.000000 72
19 0.943019 0.963549 0.953174 13964
20 0.894869 0.930008 0.912101 7258
avg / total 0.901531 0.926367 0.913766 21811
Classification report for turbine 6, turbine category 9.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 0
11 0.000000 0.000000 0.000000 0
12 0.000000 0.000000 0.000000 0
13 0.000000 0.000000 0.000000 0
14 0.000000 0.000000 0.000000 0
15 0.000000 0.000000 0.000000 0
16 0.000000 0.000000 0.000000 0
17 0.000000 0.000000 0.000000 0
18 0.000000 0.000000 0.000000 0
19 0.986419 0.979692 0.983044 19795
20 0.872188 0.846230 0.859013 2016
avg / total 0.975861 0.967356 0.971580 21811
Classification report for turbine 6, turbine category 9.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 0
11 0.000000 0.000000 0.000000 0
12 0.000000 0.000000 0.000000 0
13 0.000000 0.000000 0.000000 0
14 0.000000 0.000000 0.000000 0
15 0.000000 0.000000 0.000000 0
16 0.000000 0.000000 0.000000 0
18 0.000000 0.000000 0.000000 0
19 0.994012 0.991405 0.992707 20594
20 0.886824 0.862777 0.874636 1217
avg / total 0.988031 0.984228 0.986119 21811
------------------------------------------------------------------------
Classification report for turbine 6, turbine category 10.0
precision recall f1-score support
10 0.222222 0.213333 0.217687 75
11 0.000000 0.000000 0.000000 108
12 0.010753 0.009259 0.009950 108
13 0.000000 0.000000 0.000000 108
14 0.000000 0.000000 0.000000 108
15 0.000000 0.000000 0.000000 108
16 0.000000 0.000000 0.000000 108
17 0.013889 0.009259 0.011111 108
18 0.007194 0.018519 0.010363 108
19 0.910665 0.961702 0.935488 18539
20 0.730219 0.415345 0.529508 2333
avg / total 0.853080 0.862776 0.852693 21811
Classification report for turbine 6, turbine category 10.0
precision recall f1-score support
10 0.372951 0.251381 0.300330 724
11 0.000000 0.000000 0.000000 221
12 0.004673 0.004630 0.004651 216
13 0.058824 0.041667 0.048780 216
14 0.016667 0.009259 0.011905 216
15 0.000000 0.000000 0.000000 216
16 0.030769 0.009259 0.014235 216
17 0.000000 0.000000 0.000000 216
18 0.000000 0.000000 0.000000 203
19 0.902805 0.939916 0.920987 18391
20 0.467312 0.593238 0.522799 976
avg / total 0.795633 0.828068 0.810726 21811
Classification report for turbine 6, turbine category 10.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 0
11 0.000000 0.000000 0.000000 0
12 0.000000 0.000000 0.000000 0
13 0.000000 0.000000 0.000000 0
14 0.000000 0.000000 0.000000 0
15 0.000000 0.000000 0.000000 0
16 0.000000 0.000000 0.000000 0
17 0.000000 0.000000 0.000000 0
18 0.000000 0.000000 0.000000 0
19 0.935605 0.889980 0.912223 14252
20 0.901722 0.547427 0.681264 7559
avg / total 0.923862 0.771262 0.832180 21811
Classification report for turbine 6, turbine category 10.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 0
11 0.000000 0.000000 0.000000 0
12 0.000000 0.000000 0.000000 0
13 0.000000 0.000000 0.000000 0
14 0.000000 0.000000 0.000000 0
15 0.000000 0.000000 0.000000 0
16 0.000000 0.000000 0.000000 0
17 0.000000 0.000000 0.000000 0
18 0.000000 0.000000 0.000000 0
19 0.986265 0.943167 0.964235 19795
20 0.878687 0.783234 0.828219 2016
avg / total 0.976322 0.928385 0.951663 21811
Classification report for turbine 6, turbine category 10.0
precision recall f1-score support
10 0.008439 0.080000 0.015267 25
11 0.000000 0.000000 0.000000 108
12 0.000000 0.000000 0.000000 108
13 0.000000 0.000000 0.000000 108
14 0.000000 0.000000 0.000000 108
15 0.026667 0.018519 0.021858 108
16 0.000000 0.000000 0.000000 108
17 0.000000 0.000000 0.000000 108
18 0.000000 0.000000 0.000000 108
19 0.961156 0.962606 0.961880 19896
20 0.721965 0.759259 0.740143 1026
avg / total 0.910870 0.913988 0.912370 21811
------------------------------------------------------------------------
Classification report for turbine 6, turbine category 11.0
precision recall f1-score support
10 0.767703 0.516860 0.617790 1720
11 0.020619 0.037267 0.026549 322
12 0.000000 0.000000 0.000000 221
13 0.000000 0.000000 0.000000 216
14 0.003831 0.004975 0.004329 201
15 0.001344 0.005556 0.002165 180
16 0.000000 0.000000 0.000000 180
17 0.003891 0.005556 0.004577 180
18 0.006452 0.011111 0.008163 180
19 0.862598 0.810739 0.835865 17748
20 0.598862 0.634992 0.616398 663
avg / total 0.781092 0.720554 0.748169 21811
Classification report for turbine 6, turbine category 11.0
precision recall f1-score support
10 0.003960 1.000000 0.007890 4
11 0.000000 0.000000 0.000000 36
12 0.000000 0.000000 0.000000 36
13 0.000000 0.000000 0.000000 36
14 0.052000 0.361111 0.090909 36
15 0.000000 0.000000 0.000000 36
16 0.000000 0.000000 0.000000 36
17 0.000000 0.000000 0.000000 36
18 0.005076 0.027778 0.008584 36
19 0.991250 0.893585 0.939887 20157
20 0.701937 0.345815 0.463355 1362
avg / total 0.960008 0.848242 0.897713 21811
Classification report for turbine 6, turbine category 11.0
precision recall f1-score support
10 0.098675 0.229231 0.137963 650
11 0.000000 0.000000 0.000000 73
12 0.000000 0.000000 0.000000 72
13 0.004202 0.009901 0.005900 101
14 0.044776 0.027778 0.034286 108
15 0.009901 0.009259 0.009569 108
16 0.000000 0.000000 0.000000 108
17 0.000000 0.000000 0.000000 108
18 0.013333 0.009259 0.010929 108
19 0.861834 0.920425 0.890166 13459
20 0.854954 0.621313 0.719645 6916
avg / total 0.806208 0.772087 0.781899 21811
Classification report for turbine 6, turbine category 11.0
precision recall f1-score support
10 0.256039 0.076369 0.117647 694
11 0.008130 0.006452 0.007194 155
12 0.000000 0.000000 0.000000 144
13 0.000000 0.000000 0.000000 115
14 0.000000 0.000000 0.000000 108
15 0.000000 0.000000 0.000000 108
16 0.000000 0.000000 0.000000 108
17 0.007353 0.009259 0.008197 108
18 0.000000 0.000000 0.000000 108
19 0.936456 0.937450 0.936953 18833
20 0.533768 0.677444 0.597084 1330
avg / total 0.849385 0.853285 0.849269 21811
Classification report for turbine 6, turbine category 11.0
precision recall f1-score support
10 0.607547 0.381517 0.468705 422
11 0.009585 0.018519 0.012632 162
12 0.000000 0.000000 0.000000 108
13 0.004484 0.009259 0.006042 108
14 0.006211 0.009259 0.007435 108
15 0.000000 0.000000 0.000000 108
16 0.000000 0.000000 0.000000 108
17 0.000000 0.000000 0.000000 108
18 0.000000 0.000000 0.000000 108
19 0.954489 0.929362 0.941758 19791
20 0.516977 0.694118 0.592593 680
avg / total 0.894087 0.872541 0.882242 21811
------------------------------------------------------------------------
Classification report for turbine 6, turbine category 16.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 4
11 0.000000 0.000000 0.000000 36
12 0.000000 0.000000 0.000000 36
13 0.000000 0.000000 0.000000 36
14 0.000000 0.000000 0.000000 36
15 0.000000 0.000000 0.000000 36
16 0.000000 0.000000 0.000000 36
17 0.000000 0.000000 0.000000 36
18 0.000000 0.000000 0.000000 36
19 0.931604 0.987929 0.958940 19054
20 0.849221 0.552941 0.669779 2465
avg / total 0.909822 0.925542 0.913422 21811
Classification report for turbine 6, turbine category 16.0
precision recall f1-score support
11 0.000000 0.000000 0.000000 0
13 0.000000 0.000000 0.000000 0
14 0.000000 0.000000 0.000000 0
15 0.000000 0.000000 0.000000 0
16 0.000000 0.000000 0.000000 0
18 0.000000 0.000000 0.000000 0
19 0.990936 0.985244 0.988082 20195
20 0.845562 0.884282 0.864489 1616
avg / total 0.980165 0.977764 0.978925 21811
Classification report for turbine 6, turbine category 16.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 0
11 0.000000 0.000000 0.000000 0
12 0.000000 0.000000 0.000000 0
13 0.000000 0.000000 0.000000 0
14 0.000000 0.000000 0.000000 0
15 0.000000 0.000000 0.000000 0
16 0.000000 0.000000 0.000000 0
18 0.000000 0.000000 0.000000 0
19 0.914346 0.965479 0.939217 14252
20 0.930108 0.829210 0.876766 7559
avg / total 0.919809 0.918252 0.917574 21811
Classification report for turbine 6, turbine category 16.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 0
12 0.000000 0.000000 0.000000 0
13 0.000000 0.000000 0.000000 0
14 0.000000 0.000000 0.000000 0
15 0.000000 0.000000 0.000000 0
18 0.000000 0.000000 0.000000 0
19 0.988025 0.987876 0.987951 19795
20 0.889780 0.880952 0.885344 2016
avg / total 0.978945 0.977993 0.978467 21811
Classification report for turbine 6, turbine category 16.0
precision recall f1-score support
12 0.000000 0.000000 0.000000 0
14 0.000000 0.000000 0.000000 0
15 0.000000 0.000000 0.000000 0
16 0.000000 0.000000 0.000000 0
18 0.000000 0.000000 0.000000 0
19 0.994122 0.993736 0.993929 20594
20 0.904211 0.899753 0.901977 1217
avg / total 0.989105 0.988492 0.988798 21811
------------------------------------------------------------------------
Classification report for turbine 6, turbine category 18.0
precision recall f1-score support
10 0.120000 0.060000 0.080000 50
11 0.015556 0.024306 0.018970 288
12 0.004310 0.003472 0.003846 288
13 0.000000 0.000000 0.000000 288
14 0.170213 0.027778 0.047761 288
15 0.022472 0.006944 0.010610 288
16 0.008403 0.003521 0.004963 284
17 0.051724 0.040724 0.045570 221
18 0.000000 0.000000 0.000000 216
19 0.858874 0.931839 0.893870 17268
20 0.706897 0.527444 0.604126 2332
avg / total 0.759275 0.795562 0.774060 21811
Classification report for turbine 6, turbine category 18.0
precision recall f1-score support
10 0.089286 0.312500 0.138889 16
11 0.000000 0.000000 0.000000 108
12 0.005319 0.018519 0.008264 108
13 0.000000 0.000000 0.000000 108
14 0.003953 0.009259 0.005540 108
15 0.009950 0.018519 0.012945 108
16 0.003012 0.009259 0.004545 108
17 0.000000 0.000000 0.000000 108
18 0.000000 0.000000 0.000000 108
19 0.949575 0.883258 0.915217 19359
20 0.774119 0.852417 0.811384 1572
avg / total 0.898793 0.845903 0.871064 21811
Classification report for turbine 6, turbine category 18.0
precision recall f1-score support
10 0.039474 0.088235 0.054545 34
11 0.053476 0.046296 0.049628 216
12 0.033149 0.027778 0.030227 216
13 0.000000 0.000000 0.000000 216
14 0.007843 0.018519 0.011019 216
15 0.007722 0.009259 0.008421 216
16 0.010791 0.013889 0.012146 216
17 0.010989 0.009259 0.010050 216
18 0.006211 0.004630 0.005305 216
19 0.795095 0.861982 0.827188 12636
20 0.913824 0.762444 0.831299 7413
avg / total 0.772567 0.759938 0.763102 21811
Classification report for turbine 6, turbine category 18.0
precision recall f1-score support
10 0.045455 0.083333 0.058824 24
11 0.033613 0.055556 0.041885 144
12 0.016598 0.027778 0.020779 144
13 0.005618 0.006944 0.006211 144
14 0.003759 0.006944 0.004878 144
15 0.000000 0.000000 0.000000 144
16 0.010753 0.013889 0.012121 144
17 0.000000 0.000000 0.000000 144
18 0.007463 0.006944 0.007194 144
19 0.932177 0.911878 0.921916 18690
20 0.865322 0.815938 0.839905 1945
avg / total 0.876518 0.855027 0.865574 21811
Classification report for turbine 6, turbine category 18.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 12
11 0.015748 0.027778 0.020101 72
12 0.015748 0.027778 0.020101 72
13 0.000000 0.000000 0.000000 72
14 0.003165 0.013889 0.005155 72
15 0.000000 0.000000 0.000000 72
16 0.000000 0.000000 0.000000 72
17 0.004132 0.013889 0.006369 72
18 0.000000 0.000000 0.000000 72
19 0.966879 0.915277 0.940371 20030
20 0.877224 0.826488 0.851101 1193
avg / total 0.936038 0.886021 0.910307 21811
------------------------------------------------------------------------
Classification report for turbine 6, turbine category 19.0
precision recall f1-score support
19 0.947384 0.989966 0.968207 19334
20 0.879353 0.570852 0.692289 2477
avg / total 0.939658 0.942369 0.936872 21811
Classification report for turbine 6, turbine category 19.0
precision recall f1-score support
19 0.992870 0.986036 0.989441 20195
20 0.839316 0.911510 0.873925 1616
avg / total 0.981493 0.980514 0.980883 21811
Classification report for turbine 6, turbine category 19.0
precision recall f1-score support
19 0.954360 0.968355 0.961307 14252
20 0.938639 0.912687 0.925481 7559
avg / total 0.948912 0.949062 0.948891 21811
Classification report for turbine 6, turbine category 19.0
precision recall f1-score support
19 0.988054 0.990301 0.989176 19795
20 0.902588 0.882440 0.892400 2016
avg / total 0.980155 0.980331 0.980231 21811
Classification report for turbine 6, turbine category 19.0
precision recall f1-score support
19 0.994797 0.993445 0.994121 20594
20 0.891566 0.912079 0.901706 1217
avg / total 0.989037 0.988905 0.988964 21811
------------------------------------------------------------------------
Classification report for turbine 6, turbine category 20.0
precision recall f1-score support
19 0.948350 0.988621 0.968067 19334
20 0.867150 0.579734 0.694895 2477
avg / total 0.939129 0.942185 0.937044 21811
Classification report for turbine 6, turbine category 20.0
precision recall f1-score support
19 0.992823 0.986432 0.989617 20195
20 0.843070 0.910891 0.875669 1616
avg / total 0.981728 0.980835 0.981175 21811
Classification report for turbine 6, turbine category 20.0
precision recall f1-score support
19 0.947492 0.960988 0.954192 14252
20 0.924415 0.899590 0.911834 7559
avg / total 0.939495 0.939709 0.939512 21811
Classification report for turbine 6, turbine category 20.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 15
11 0.000000 0.000000 0.000000 36
12 0.000000 0.000000 0.000000 36
13 0.000000 0.000000 0.000000 36
14 0.000000 0.000000 0.000000 36
15 0.000000 0.000000 0.000000 36
16 0.000000 0.000000 0.000000 36
17 0.000000 0.000000 0.000000 36
18 0.000000 0.000000 0.000000 36
19 0.972629 0.991130 0.981792 19504
20 0.904442 0.873752 0.888832 2004
avg / total 0.952852 0.966576 0.959612 21811
Classification report for turbine 6, turbine category 20.0
precision recall f1-score support
11 0.000000 0.000000 0.000000 0
12 0.000000 0.000000 0.000000 0
13 0.000000 0.000000 0.000000 0
14 0.000000 0.000000 0.000000 0
17 0.000000 0.000000 0.000000 0
18 0.000000 0.000000 0.000000 0
19 0.993867 0.991502 0.992683 20594
20 0.898682 0.896467 0.897573 1217
avg / total 0.988556 0.986200 0.987376 21811
------------------------------------------------------------------------
Classification report for turbine 7, turbine category 2.0
precision recall f1-score support
19 0.889258 0.932556 0.910393 8318
20 0.954016 0.923364 0.938440 12605
avg / total 0.928272 0.927018 0.927290 20923
Classification report for turbine 7, turbine category 2.0
precision recall f1-score support
19 0.976978 0.758089 0.853726 16010
20 0.544353 0.941787 0.689928 4913
avg / total 0.875392 0.801224 0.815264 20923
Classification report for turbine 7, turbine category 2.0
precision recall f1-score support
19 0.983240 0.979064 0.981148 16718
20 0.918148 0.933650 0.925834 4205
avg / total 0.970158 0.969937 0.970031 20923
Classification report for turbine 7, turbine category 2.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 152
11 0.000000 0.000000 0.000000 72
12 0.000000 0.000000 0.000000 72
13 0.000000 0.000000 0.000000 72
14 0.000000 0.000000 0.000000 72
15 0.000000 0.000000 0.000000 72
16 0.000000 0.000000 0.000000 72
17 0.000000 0.000000 0.000000 72
18 0.000000 0.000000 0.000000 72
19 0.974857 0.983914 0.979364 18836
20 0.635460 0.894040 0.742892 1359
avg / total 0.918893 0.943842 0.929929 20923
Classification report for turbine 7, turbine category 2.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 18
11 0.000000 0.000000 0.000000 36
12 0.000000 0.000000 0.000000 36
13 0.000000 0.000000 0.000000 36
14 0.000000 0.000000 0.000000 36
15 0.000000 0.000000 0.000000 36
16 0.000000 0.000000 0.000000 36
17 0.000000 0.000000 0.000000 36
18 0.000000 0.000000 0.000000 36
19 0.980597 0.985785 0.983184 19276
20 0.810109 0.884415 0.845633 1341
avg / total 0.955328 0.964871 0.959989 20923
------------------------------------------------------------------------
Classification report for turbine 7, turbine category 3.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 8
11 0.000000 0.000000 0.000000 36
12 0.000000 0.000000 0.000000 36
13 0.000000 0.000000 0.000000 36
14 0.000000 0.000000 0.000000 36
15 0.000000 0.000000 0.000000 36
16 0.000000 0.000000 0.000000 36
17 0.000000 0.000000 0.000000 36
18 0.000000 0.000000 0.000000 36
19 0.855253 0.935089 0.893391 8088
20 0.953974 0.919053 0.936187 12539
avg / total 0.902316 0.912250 0.906400 20923
Classification report for turbine 7, turbine category 3.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 0
11 0.000000 0.000000 0.000000 0
12 0.000000 0.000000 0.000000 0
13 0.000000 0.000000 0.000000 0
14 0.000000 0.000000 0.000000 0
15 0.000000 0.000000 0.000000 0
16 0.000000 0.000000 0.000000 0
17 0.000000 0.000000 0.000000 0
18 0.000000 0.000000 0.000000 0
19 0.966296 0.727046 0.829769 16010
20 0.506210 0.812945 0.623916 4913
avg / total 0.858262 0.747216 0.781432 20923
Classification report for turbine 7, turbine category 3.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 0
11 0.000000 0.000000 0.000000 0
12 0.000000 0.000000 0.000000 0
13 0.000000 0.000000 0.000000 0
14 0.000000 0.000000 0.000000 0
15 0.000000 0.000000 0.000000 0
16 0.000000 0.000000 0.000000 0
17 0.000000 0.000000 0.000000 0
18 0.000000 0.000000 0.000000 0
19 0.977015 0.968716 0.972848 16718
20 0.901942 0.905589 0.903762 4205
avg / total 0.961927 0.956029 0.958963 20923
Classification report for turbine 7, turbine category 3.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 0
11 0.000000 0.000000 0.000000 0
12 0.000000 0.000000 0.000000 0
13 0.000000 0.000000 0.000000 0
14 0.000000 0.000000 0.000000 0
15 0.000000 0.000000 0.000000 0
16 0.000000 0.000000 0.000000 0
17 0.000000 0.000000 0.000000 0
19 0.987721 0.973703 0.980662 19166
20 0.803175 0.863973 0.832465 1757
avg / total 0.972224 0.964489 0.968217 20923
Classification report for turbine 7, turbine category 3.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 0
11 0.000000 0.000000 0.000000 0
12 0.000000 0.000000 0.000000 0
13 0.000000 0.000000 0.000000 0
14 0.000000 0.000000 0.000000 0
15 0.000000 0.000000 0.000000 0
16 0.000000 0.000000 0.000000 0
17 0.000000 0.000000 0.000000 0
19 0.992422 0.986675 0.989540 19512
20 0.862329 0.892275 0.877046 1411
avg / total 0.983649 0.980309 0.981954 20923
------------------------------------------------------------------------
Classification report for turbine 7, turbine category 4.0
precision recall f1-score support
19 0.874819 0.941813 0.907080 8318
20 0.959559 0.911067 0.934684 12605
avg / total 0.925870 0.923290 0.923710 20923
Classification report for turbine 7, turbine category 4.0
precision recall f1-score support
19 0.971924 0.758963 0.852343 16010
20 0.541741 0.928557 0.684266 4913
avg / total 0.870912 0.798786 0.812876 20923
Classification report for turbine 7, turbine category 4.0
precision recall f1-score support
19 0.980587 0.978945 0.979765 16718
20 0.916844 0.922949 0.919886 4205
avg / total 0.967776 0.967691 0.967731 20923
Classification report for turbine 7, turbine category 4.0
precision recall f1-score support
19 0.991134 0.985704 0.988411 19166
20 0.852846 0.903813 0.877590 1757
avg / total 0.979521 0.978827 0.979105 20923
Classification report for turbine 7, turbine category 4.0
precision recall f1-score support
19 0.994447 0.991287 0.992865 19512
20 0.884589 0.923459 0.903606 1411
avg / total 0.987039 0.986713 0.986845 20923
------------------------------------------------------------------------
Classification report for turbine 7, turbine category 5.0
precision recall f1-score support
10 0.540219 1.000000 0.701483 11303
11 0.000000 0.000000 0.000000 108
12 0.000000 0.000000 0.000000 108
13 0.000000 0.000000 0.000000 108
14 0.000000 0.000000 0.000000 108
15 0.000000 0.000000 0.000000 108
16 0.000000 0.000000 0.000000 108
17 0.000000 0.000000 0.000000 108
18 0.000000 0.000000 0.000000 108
19 0.000000 0.000000 0.000000 6571
20 0.000000 0.000000 0.000000 2185
avg / total 0.291836 0.540219 0.378955 20923
Classification report for turbine 7, turbine category 5.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 0
11 0.000000 0.000000 0.000000 0
12 0.000000 0.000000 0.000000 0
13 0.000000 0.000000 0.000000 0
14 0.000000 0.000000 0.000000 0
15 0.000000 0.000000 0.000000 0
16 0.000000 0.000000 0.000000 0
17 0.000000 0.000000 0.000000 0
18 0.000000 0.000000 0.000000 0
19 0.964998 0.619925 0.754896 16010
20 0.561936 0.595563 0.578261 4913
avg / total 0.870353 0.614204 0.713420 20923
Classification report for turbine 7, turbine category 5.0
precision recall f1-score support
10 0.000987 0.031250 0.001914 32
11 0.000000 0.000000 0.000000 144
12 0.000000 0.000000 0.000000 144
13 0.000000 0.000000 0.000000 144
14 0.000000 0.000000 0.000000 144
15 0.000000 0.000000 0.000000 144
16 0.000000 0.000000 0.000000 144
17 0.000000 0.000000 0.000000 144
18 0.000000 0.000000 0.000000 144
19 0.914079 0.912443 0.913260 15647
20 0.859249 0.726540 0.787341 4092
avg / total 0.851631 0.824499 0.836957 20923
Classification report for turbine 7, turbine category 5.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 0
11 0.000000 0.000000 0.000000 0
12 0.000000 0.000000 0.000000 0
13 0.000000 0.000000 0.000000 0
14 0.000000 0.000000 0.000000 0
15 0.000000 0.000000 0.000000 0
16 0.000000 0.000000 0.000000 0
17 0.000000 0.000000 0.000000 0
18 0.000000 0.000000 0.000000 0
19 0.984407 0.892675 0.936299 19166
20 0.812719 0.792829 0.802651 1757
avg / total 0.969990 0.884290 0.925076 20923
Classification report for turbine 7, turbine category 5.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 0
11 0.000000 0.000000 0.000000 0
12 0.000000 0.000000 0.000000 0
13 0.000000 0.000000 0.000000 0
14 0.000000 0.000000 0.000000 0
15 0.000000 0.000000 0.000000 0
16 0.000000 0.000000 0.000000 0
17 0.000000 0.000000 0.000000 0
18 0.000000 0.000000 0.000000 0
19 0.990785 0.958846 0.974554 19512
20 0.847570 0.815734 0.831347 1411
avg / total 0.981127 0.949195 0.964896 20923
------------------------------------------------------------------------
Classification report for turbine 7, turbine category 6.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 69
11 0.000000 0.000000 0.000000 72
12 0.000000 0.000000 0.000000 72
13 0.000000 0.000000 0.000000 72
14 0.000000 0.000000 0.000000 72
15 0.000000 0.000000 0.000000 72
16 0.000000 0.000000 0.000000 65
17 0.000000 0.000000 0.000000 36
18 0.000000 0.000000 0.000000 36
19 0.834402 0.928508 0.878943 7847
20 0.946928 0.922782 0.934699 12510
avg / total 0.879110 0.899967 0.888503 20923
Classification report for turbine 7, turbine category 6.0
precision recall f1-score support
10 0.022059 0.000920 0.001767 3260
11 0.006993 0.000775 0.001395 1291
12 0.037037 0.006410 0.010929 1092
13 0.047059 0.004202 0.007715 952
14 0.034483 0.001199 0.002317 834
15 0.000000 0.000000 0.000000 749
16 0.000000 0.000000 0.000000 570
17 0.000000 0.000000 0.000000 407
18 0.095238 0.006250 0.011730 320
19 0.566258 0.852135 0.680387 8244
20 0.371795 0.905119 0.527081 3204
avg / total 0.290823 0.475219 0.350352 20923
Classification report for turbine 7, turbine category 6.0
precision recall f1-score support
10 0.600815 0.668934 0.633047 441
11 0.165785 0.208426 0.184676 451
12 0.056673 0.083558 0.067538 371
13 0.027972 0.044444 0.034335 360
14 0.035581 0.055556 0.043379 342
15 0.011782 0.029851 0.016895 268
16 0.008961 0.019841 0.012346 252
17 0.006079 0.007937 0.006885 252
18 0.017115 0.027778 0.021180 252
19 0.847153 0.776393 0.810231 14199
20 0.836849 0.722356 0.775399 3735
avg / total 0.743135 0.678631 0.708790 20923
Classification report for turbine 7, turbine category 6.0
precision recall f1-score support
10 0.137405 0.620690 0.225000 29
11 0.007788 0.138889 0.014749 36
12 0.000000 0.000000 0.000000 36
13 0.001736 0.027778 0.003268 36
14 0.000000 0.000000 0.000000 36
15 0.000000 0.000000 0.000000 36
16 0.004938 0.055556 0.009070 36
17 0.000000 0.000000 0.000000 36
18 0.000000 0.000000 0.000000 36
19 0.970806 0.775844 0.862444 18902
20 0.804878 0.774648 0.789474 1704
avg / total 0.942800 0.765234 0.843793 20923
Classification report for turbine 7, turbine category 6.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 0
11 0.000000 0.000000 0.000000 0
12 0.000000 0.000000 0.000000 0
13 0.000000 0.000000 0.000000 0
14 0.000000 0.000000 0.000000 0
15 0.000000 0.000000 0.000000 0
16 0.000000 0.000000 0.000000 0
17 0.000000 0.000000 0.000000 0
18 0.000000 0.000000 0.000000 0
19 0.990286 0.788899 0.878195 19512
20 0.757895 0.561304 0.644951 1411
avg / total 0.974614 0.773551 0.862465 20923
------------------------------------------------------------------------
Classification report for turbine 7, turbine category 7.0
precision recall f1-score support
19 0.887200 0.933277 0.909655 8318
20 0.954407 0.921698 0.937767 12605
avg / total 0.927689 0.926301 0.926591 20923
Classification report for turbine 7, turbine category 7.0
precision recall f1-score support
19 0.974254 0.761087 0.854578 16010
20 0.545509 0.934460 0.688874 4913
avg / total 0.873579 0.801797 0.815668 20923
Classification report for turbine 7, turbine category 7.0
precision recall f1-score support
19 0.980058 0.975954 0.978002 16718
20 0.905965 0.921046 0.913443 4205
avg / total 0.965167 0.964919 0.965027 20923
Classification report for turbine 7, turbine category 7.0
precision recall f1-score support
19 0.990922 0.985339 0.988123 19166
20 0.849330 0.901537 0.874655 1757
avg / total 0.979032 0.978301 0.978594 20923
Classification report for turbine 7, turbine category 7.0
precision recall f1-score support
19 0.994346 0.991390 0.992866 19512
20 0.885636 0.922041 0.903472 1411
avg / total 0.987015 0.986713 0.986837 20923
------------------------------------------------------------------------
Classification report for turbine 7, turbine category 8.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 2058
11 0.000000 0.000000 0.000000 378
12 0.000000 0.000000 0.000000 161
13 0.000000 0.000000 0.000000 138
14 0.000000 0.000000 0.000000 108
15 0.000000 0.000000 0.000000 108
16 0.000000 0.000000 0.000000 108
17 0.000000 0.000000 0.000000 108
18 0.000000 0.000000 0.000000 108
19 0.660823 0.917436 0.768268 6286
20 0.872007 0.936015 0.902878 11362
avg / total 0.672068 0.783922 0.721112 20923
Classification report for turbine 7, turbine category 8.0
precision recall f1-score support
10 0.002195 0.384615 0.004365 13
11 0.010309 0.157407 0.019351 108
12 0.000000 0.000000 0.000000 108
13 0.011561 0.018519 0.014235 108
14 0.002146 0.018519 0.003846 108
15 0.000000 0.000000 0.000000 108
16 0.000000 0.000000 0.000000 108
17 0.000000 0.000000 0.000000 108
18 0.000000 0.000000 0.000000 108
19 0.935986 0.592628 0.725745 15519
20 0.464770 0.544953 0.501678 4527
avg / total 0.794925 0.558715 0.647040 20923
Classification report for turbine 7, turbine category 8.0
precision recall f1-score support
10 0.067460 0.157407 0.094444 108
11 0.027027 0.009554 0.014118 314
12 0.000000 0.000000 0.000000 252
13 0.000000 0.000000 0.000000 252
14 0.006173 0.005291 0.005698 189
15 0.055556 0.022222 0.031746 180
16 0.000000 0.000000 0.000000 180
17 0.001908 0.005556 0.002841 180
18 0.000000 0.000000 0.000000 180
19 0.875956 0.895455 0.885598 15094
20 0.861231 0.851527 0.856352 3994
avg / total 0.797625 0.809779 0.803394 20923
Classification report for turbine 7, turbine category 8.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 0
11 0.000000 0.000000 0.000000 0
12 0.000000 0.000000 0.000000 0
13 0.000000 0.000000 0.000000 0
14 0.000000 0.000000 0.000000 0
15 0.000000 0.000000 0.000000 0
16 0.000000 0.000000 0.000000 0
17 0.000000 0.000000 0.000000 0
18 0.000000 0.000000 0.000000 0
19 0.984712 0.867056 0.922146 19166
20 0.826791 0.755265 0.789411 1757
avg / total 0.971451 0.857669 0.911000 20923
Classification report for turbine 7, turbine category 8.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 36
11 0.000000 0.000000 0.000000 145
12 0.000000 0.000000 0.000000 144
13 0.000000 0.000000 0.000000 144
14 0.021053 0.013889 0.016736 144
15 0.000000 0.000000 0.000000 144
16 0.000000 0.000000 0.000000 144
17 0.015625 0.013889 0.014706 144
18 0.000000 0.000000 0.000000 144
19 0.935439 0.942499 0.938955 18417
20 0.782576 0.798026 0.790226 1317
avg / total 0.872911 0.880036 0.876452 20923
------------------------------------------------------------------------
Classification report for turbine 7, turbine category 9.0
precision recall f1-score support
19 0.887413 0.931474 0.908910 8318
20 0.953248 0.922015 0.937371 12605
avg / total 0.927075 0.925775 0.926056 20923
Classification report for turbine 7, turbine category 9.0
precision recall f1-score support
19 0.974114 0.763898 0.856293 16010
20 0.548279 0.933849 0.690912 4913
avg / total 0.874122 0.803804 0.817459 20923
Classification report for turbine 7, turbine category 9.0
precision recall f1-score support
19 0.980962 0.977031 0.978992 16718
20 0.910112 0.924614 0.917306 4205
avg / total 0.966723 0.966496 0.966595 20923
Classification report for turbine 7, turbine category 9.0
precision recall f1-score support
19 0.991257 0.987843 0.989547 19166
20 0.872189 0.904952 0.888268 1757
avg / total 0.981258 0.980882 0.981042 20923
Classification report for turbine 7, turbine category 9.0
precision recall f1-score support
19 0.994804 0.990980 0.992888 19512
20 0.881561 0.928420 0.904384 1411
avg / total 0.987167 0.986761 0.986920 20923
------------------------------------------------------------------------
Classification report for turbine 7, turbine category 10.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 927
11 0.000000 0.000000 0.000000 324
12 0.000000 0.000000 0.000000 302
13 0.000000 0.000000 0.000000 257
14 0.000000 0.000000 0.000000 241
15 0.000000 0.000000 0.000000 216
16 0.000000 0.000000 0.000000 216
17 0.000000 0.000000 0.000000 216
18 0.000000 0.000000 0.000000 216
19 0.688129 0.917645 0.786485 6557
20 0.894573 0.951445 0.922133 11451
avg / total 0.705244 0.808297 0.751151 20923
Classification report for turbine 7, turbine category 10.0
precision recall f1-score support
10 0.017429 0.022663 0.019704 353
11 0.144509 0.029809 0.049423 2516
12 0.085349 0.030675 0.045130 1956
13 0.097674 0.013708 0.024041 1532
14 0.055679 0.021422 0.030941 1167
15 0.071104 0.048255 0.057492 974
16 0.050000 0.017687 0.026131 735
17 0.043253 0.043783 0.043516 571
18 0.039076 0.052758 0.044898 417
19 0.437657 0.506420 0.469534 7555
20 0.312194 0.771211 0.444465 3147
avg / total 0.247922 0.313005 0.256051 20923
Classification report for turbine 7, turbine category 10.0
precision recall f1-score support
10 0.032909 0.155779 0.054338 199
11 0.170831 0.304348 0.218831 966
12 0.058999 0.095874 0.073047 824
13 0.039004 0.064738 0.048679 726
14 0.039522 0.064083 0.048891 671
15 0.038546 0.056818 0.045932 616
16 0.038860 0.053476 0.045011 561
17 0.033628 0.039832 0.036468 477
18 0.028424 0.047009 0.035427 468
19 0.716937 0.551179 0.623225 11704
20 0.807354 0.568041 0.666878 3711
avg / total 0.560963 0.437748 0.487840 20923
Classification report for turbine 7, turbine category 10.0
precision recall f1-score support
10 0.367432 0.131343 0.193513 1340
11 0.044834 0.141393 0.068081 488
12 0.029595 0.081197 0.043379 468
13 0.011743 0.032828 0.017299 396
14 0.018680 0.041209 0.025707 364
15 0.025735 0.058333 0.035714 360
16 0.018072 0.025000 0.020979 360
17 0.012739 0.022222 0.016194 360
18 0.022449 0.030556 0.025882 360
19 0.760737 0.590536 0.664918 15237
20 0.472088 0.575630 0.518743 1190
avg / total 0.607997 0.479998 0.531150 20923
Classification report for turbine 7, turbine category 10.0
precision recall f1-score support
10 0.119454 0.084541 0.099010 414
11 0.007650 0.129630 0.014448 108
12 0.002410 0.027778 0.004435 108
13 0.001914 0.018519 0.003469 108
14 0.001381 0.009259 0.002404 108
15 0.001484 0.009259 0.002558 108
16 0.010067 0.055556 0.017045 108
17 0.002183 0.009259 0.003534 108
18 0.005970 0.018519 0.009029 108
19 0.945331 0.649735 0.770143 18683
20 0.674603 0.618503 0.645336 962
avg / total 0.877676 0.611719 0.719617 20923
------------------------------------------------------------------------
Classification report for turbine 7, turbine category 11.0
precision recall f1-score support
19 0.884297 0.936283 0.909547 8318
20 0.956256 0.919159 0.937341 12605
avg / total 0.927648 0.925967 0.926291 20923
Classification report for turbine 7, turbine category 11.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 2029
11 0.000000 0.000000 0.000000 120
12 0.000000 0.000000 0.000000 108
13 0.000000 0.000000 0.000000 96
14 0.000000 0.000000 0.000000 72
15 0.000000 0.000000 0.000000 72
16 0.000000 0.000000 0.000000 72
17 0.000000 0.000000 0.000000 72
18 0.000000 0.000000 0.000000 72
19 0.924234 0.755838 0.831596 15203
20 0.325324 0.918523 0.480473 3007
avg / total 0.718318 0.681212 0.673304 20923
Classification report for turbine 7, turbine category 11.0
precision recall f1-score support
10 0.105481 0.766917 0.185455 133
11 0.000000 0.000000 0.000000 72
12 0.000000 0.000000 0.000000 72
13 0.000000 0.000000 0.000000 72
14 0.000000 0.000000 0.000000 72
15 0.000000 0.000000 0.000000 72
16 0.000000 0.000000 0.000000 72
17 0.000000 0.000000 0.000000 72
18 0.000000 0.000000 0.000000 72
19 0.951116 0.943208 0.947145 16358
20 0.818945 0.708506 0.759733 3856
avg / total 0.895198 0.872867 0.881690 20923
Classification report for turbine 7, turbine category 11.0
precision recall f1-score support
10 0.061644 0.090909 0.073469 99
11 0.011905 0.013889 0.012821 72
12 0.007246 0.013889 0.009524 72
13 0.000000 0.000000 0.000000 72
14 0.000000 0.000000 0.000000 72
15 0.000000 0.000000 0.000000 72
16 0.013514 0.013889 0.013699 72
17 0.046512 0.055556 0.050633 72
18 0.000000 0.000000 0.000000 72
19 0.957577 0.955109 0.956342 18623
20 0.743437 0.766769 0.754923 1625
avg / total 0.910618 0.910433 0.910492 20923
Classification report for turbine 7, turbine category 11.0
precision recall f1-score support
10 0.484375 0.298077 0.369048 104
11 0.000000 0.000000 0.000000 108
12 0.000000 0.000000 0.000000 108
13 0.000000 0.000000 0.000000 108
14 0.000000 0.000000 0.000000 108
15 0.000000 0.000000 0.000000 108
16 0.015152 0.009259 0.011494 108
17 0.000000 0.000000 0.000000 108
18 0.000000 0.000000 0.000000 108
19 0.950063 0.961559 0.955777 18678
20 0.765766 0.865309 0.812500 1277
avg / total 0.897346 0.912728 0.904707 20923
------------------------------------------------------------------------
Classification report for turbine 7, turbine category 16.0
precision recall f1-score support
19 0.890380 0.933518 0.911438 8318
20 0.954680 0.924157 0.939170 12605
avg / total 0.929117 0.927878 0.928145 20923
Classification report for turbine 7, turbine category 16.0
precision recall f1-score support
19 0.970837 0.761024 0.853221 16010
20 0.543055 0.925504 0.684480 4913
avg / total 0.870388 0.799646 0.813599 20923
Classification report for turbine 7, turbine category 16.0
precision recall f1-score support
19 0.978674 0.979962 0.979317 16718
20 0.919914 0.915101 0.917501 4205
avg / total 0.966865 0.966926 0.966894 20923
Classification report for turbine 7, turbine category 16.0
precision recall f1-score support
19 0.990203 0.986121 0.988158 19166
20 0.855120 0.893569 0.873922 1757
avg / total 0.978859 0.978349 0.978565 20923
Classification report for turbine 7, turbine category 16.0
precision recall f1-score support
19 0.994905 0.990775 0.992836 19512
20 0.879357 0.929837 0.903893 1411
avg / total 0.987113 0.986665 0.986838 20923
------------------------------------------------------------------------
Classification report for turbine 7, turbine category 18.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 7
11 0.000000 0.000000 0.000000 36
12 0.000000 0.000000 0.000000 36
13 0.000000 0.000000 0.000000 36
14 0.000000 0.000000 0.000000 36
15 0.000000 0.000000 0.000000 36
16 0.000000 0.000000 0.000000 36
17 0.000000 0.000000 0.000000 36
18 0.000000 0.000000 0.000000 36
19 0.865677 0.939905 0.901265 8187
20 0.958285 0.926935 0.942349 12441
avg / total 0.908537 0.918941 0.912987 20923
Classification report for turbine 7, turbine category 18.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 0
11 0.000000 0.000000 0.000000 0
12 0.000000 0.000000 0.000000 0
13 0.000000 0.000000 0.000000 0
14 0.000000 0.000000 0.000000 0
16 0.000000 0.000000 0.000000 0
17 0.000000 0.000000 0.000000 0
19 0.978715 0.740974 0.843411 16010
20 0.537704 0.944840 0.685368 4913
avg / total 0.875159 0.788845 0.806301 20923
Classification report for turbine 7, turbine category 18.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 27
11 0.000000 0.000000 0.000000 144
12 0.000000 0.000000 0.000000 144
13 0.000000 0.000000 0.000000 144
14 0.000000 0.000000 0.000000 144
15 0.000000 0.000000 0.000000 144
16 0.000000 0.000000 0.000000 144
17 0.000000 0.000000 0.000000 144
18 0.000000 0.000000 0.000000 144
19 0.919748 0.971573 0.944951 15795
20 0.848244 0.893138 0.870112 3949
avg / total 0.854425 0.902022 0.877578 20923
Classification report for turbine 7, turbine category 18.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 12
11 0.033708 0.041667 0.037267 72
12 0.000000 0.000000 0.000000 72
13 0.000000 0.000000 0.000000 72
14 0.000000 0.000000 0.000000 72
15 0.014286 0.013889 0.014085 72
16 0.013699 0.013889 0.013793 72
17 0.000000 0.000000 0.000000 72
18 0.000000 0.000000 0.000000 72
19 0.957699 0.949216 0.953439 18628
20 0.776171 0.786175 0.781141 1707
avg / total 0.916187 0.909478 0.912812 20923
Classification report for turbine 7, turbine category 18.0
precision recall f1-score support
10 0.250000 0.230769 0.240000 13
11 0.014925 0.013889 0.014388 72
12 0.000000 0.000000 0.000000 72
13 0.016129 0.013889 0.014925 72
14 0.000000 0.000000 0.000000 72
15 0.049180 0.041667 0.045113 72
16 0.000000 0.000000 0.000000 72
17 0.000000 0.000000 0.000000 72
18 0.000000 0.000000 0.000000 72
19 0.963144 0.958467 0.960800 18949
20 0.813407 0.849819 0.831215 1385
avg / total 0.926550 0.924676 0.925580 20923
------------------------------------------------------------------------
Classification report for turbine 7, turbine category 19.0
precision recall f1-score support
19 0.886625 0.936403 0.910834 8318
20 0.956418 0.920984 0.938366 12605
avg / total 0.928671 0.927114 0.927421 20923
Classification report for turbine 7, turbine category 19.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 10
11 0.000000 0.000000 0.000000 36
12 0.000000 0.000000 0.000000 36
13 0.000000 0.000000 0.000000 36
14 0.000000 0.000000 0.000000 36
15 0.000000 0.000000 0.000000 36
16 0.000000 0.000000 0.000000 36
17 0.000000 0.000000 0.000000 36
18 0.000000 0.000000 0.000000 36
19 0.970784 0.762480 0.854115 15906
20 0.521827 0.932189 0.669100 4719
avg / total 0.855699 0.789896 0.800221 20923
Classification report for turbine 7, turbine category 19.0
precision recall f1-score support
11 0.000000 0.000000 0.000000 0
12 0.000000 0.000000 0.000000 0
17 0.000000 0.000000 0.000000 0
19 0.979904 0.974160 0.977023 16718
20 0.895929 0.884423 0.890139 4205
avg / total 0.963027 0.956125 0.959562 20923
Classification report for turbine 7, turbine category 19.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 0
11 0.000000 0.000000 0.000000 0
19 0.990678 0.987008 0.988840 19166
20 0.862050 0.885600 0.873666 1757
avg / total 0.979877 0.978493 0.979168 20923
Classification report for turbine 7, turbine category 19.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 0
19 0.994239 0.990621 0.992427 19512
20 0.878131 0.919206 0.898199 1411
avg / total 0.986409 0.985805 0.986072 20923
------------------------------------------------------------------------
Classification report for turbine 7, turbine category 20.0
precision recall f1-score support
19 0.888302 0.930272 0.908803 8318
20 0.952506 0.922808 0.937422 12605
avg / total 0.926981 0.925775 0.926044 20923
Classification report for turbine 7, turbine category 20.0
precision recall f1-score support
19 0.974247 0.751405 0.848438 16010
20 0.535860 0.935274 0.681346 4913
avg / total 0.871308 0.794580 0.809203 20923
Classification report for turbine 7, turbine category 20.0
precision recall f1-score support
19 0.982335 0.977928 0.980126 16718
20 0.913785 0.930083 0.921862 4205
avg / total 0.968558 0.968312 0.968417 20923
Classification report for turbine 7, turbine category 20.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 49
11 0.000000 0.000000 0.000000 136
12 0.000000 0.000000 0.000000 108
13 0.000000 0.000000 0.000000 108
14 0.000000 0.000000 0.000000 108
15 0.000000 0.000000 0.000000 108
16 0.000000 0.000000 0.000000 108
17 0.000000 0.000000 0.000000 108
18 0.000000 0.000000 0.000000 72
19 0.949449 0.986112 0.967433 18361
20 0.804101 0.899215 0.849003 1657
avg / total 0.896871 0.936577 0.916209 20923
Classification report for turbine 7, turbine category 20.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 0
11 0.000000 0.000000 0.000000 0
12 0.000000 0.000000 0.000000 0
13 0.000000 0.000000 0.000000 0
14 0.000000 0.000000 0.000000 0
15 0.000000 0.000000 0.000000 0
16 0.000000 0.000000 0.000000 0
17 0.000000 0.000000 0.000000 0
18 0.000000 0.000000 0.000000 0
19 0.992616 0.964586 0.978400 19512
20 0.862304 0.896527 0.879083 1411
avg / total 0.983828 0.959996 0.971703 20923
------------------------------------------------------------------------
Classification report for turbine 8, turbine category 2.0
precision recall f1-score support
10 0.200000 0.004484 0.008772 446
11 0.000000 0.000000 0.000000 392
12 0.020000 0.002778 0.004878 360
13 0.014599 0.018349 0.016260 327
14 0.016667 0.006897 0.009756 290
15 0.049261 0.035714 0.041408 280
16 0.009524 0.003968 0.005602 252
17 0.000000 0.000000 0.000000 224
18 0.000000 0.000000 0.000000 216
19 0.822169 0.929022 0.872336 12511
20 0.547745 0.543183 0.545455 2281
avg / total 0.663164 0.732920 0.693145 17579
Classification report for turbine 8, turbine category 2.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 0
11 0.000000 0.000000 0.000000 0
12 0.000000 0.000000 0.000000 0
13 0.000000 0.000000 0.000000 0
14 0.000000 0.000000 0.000000 0
15 0.000000 0.000000 0.000000 0
16 0.000000 0.000000 0.000000 0
17 0.000000 0.000000 0.000000 0
18 0.000000 0.000000 0.000000 0
19 0.944166 0.848722 0.893904 12672
20 0.883706 0.274098 0.418417 4907
avg / total 0.927289 0.688321 0.761176 17579
Classification report for turbine 8, turbine category 2.0
precision recall f1-score support
10 0.015385 0.027211 0.019656 147
11 0.000000 0.000000 0.000000 86
12 0.007673 0.041667 0.012959 72
13 0.000000 0.000000 0.000000 72
14 0.000000 0.000000 0.000000 72
15 0.000000 0.000000 0.000000 72
16 0.000000 0.000000 0.000000 72
17 0.000000 0.000000 0.000000 72
18 0.000000 0.000000 0.000000 72
19 0.924530 0.946740 0.935503 13237
20 0.893121 0.637448 0.743930 3605
avg / total 0.879488 0.844018 0.857213 17579
Classification report for turbine 8, turbine category 2.0
precision recall f1-score support
10 0.182609 0.109375 0.136808 192
11 0.005208 0.003322 0.004057 301
12 0.034014 0.017361 0.022989 288
13 0.035461 0.018051 0.023923 277
14 0.000000 0.000000 0.000000 233
15 0.000000 0.000000 0.000000 216
16 0.230769 0.065574 0.102128 183
17 0.006211 0.005556 0.005865 180
18 0.000000 0.000000 0.000000 180
19 0.874405 0.933462 0.902969 13977
20 0.719489 0.725515 0.722490 1552
avg / total 0.764424 0.808806 0.785175 17579
Classification report for turbine 8, turbine category 2.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 7
11 0.000000 0.000000 0.000000 36
12 0.000000 0.000000 0.000000 36
13 0.000000 0.000000 0.000000 36
14 0.000000 0.000000 0.000000 36
15 0.000000 0.000000 0.000000 36
16 0.000000 0.000000 0.000000 36
17 0.023041 0.138889 0.039526 36
18 0.000000 0.000000 0.000000 36
19 0.973251 0.940600 0.956647 15202
20 0.892595 0.758405 0.820047 2082
avg / total 0.947413 0.903521 0.924495 17579
------------------------------------------------------------------------
Classification report for turbine 8, turbine category 3.0
precision recall f1-score support
19 0.934585 0.960959 0.947589 14139
20 0.818481 0.723547 0.768091 3440
avg / total 0.911865 0.914500 0.912463 17579
Classification report for turbine 8, turbine category 3.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 6
11 0.000000 0.000000 0.000000 36
12 0.000000 0.000000 0.000000 36
13 0.000000 0.000000 0.000000 36
14 0.000000 0.000000 0.000000 36
15 0.000000 0.000000 0.000000 36
16 0.000000 0.000000 0.000000 36
17 0.000000 0.000000 0.000000 36
18 0.000000 0.000000 0.000000 36
19 0.976103 0.970364 0.973225 12586
20 0.881389 0.950415 0.914602 4699
avg / total 0.934460 0.948803 0.941278 17579
Classification report for turbine 8, turbine category 3.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 0
11 0.000000 0.000000 0.000000 0
12 0.000000 0.000000 0.000000 0
13 0.000000 0.000000 0.000000 0
14 0.000000 0.000000 0.000000 0
15 0.000000 0.000000 0.000000 0
16 0.000000 0.000000 0.000000 0
19 0.974230 0.981984 0.978092 13821
20 0.940420 0.894625 0.916951 3758
avg / total 0.967002 0.963308 0.965021 17579
Classification report for turbine 8, turbine category 3.0
precision recall f1-score support
11 0.000000 0.000000 0.000000 0
12 0.000000 0.000000 0.000000 0
13 0.000000 0.000000 0.000000 0
19 0.985868 0.988826 0.987345 15662
20 0.916126 0.883151 0.899336 1917
avg / total 0.978263 0.977302 0.977748 17579
Classification report for turbine 8, turbine category 3.0
precision recall f1-score support
11 0.000000 0.000000 0.000000 0
12 0.000000 0.000000 0.000000 0
13 0.000000 0.000000 0.000000 0
19 0.990492 0.993125 0.991807 15419
20 0.953103 0.931481 0.942168 2160
avg / total 0.985897 0.985551 0.985707 17579
------------------------------------------------------------------------
Classification report for turbine 8, turbine category 4.0
precision recall f1-score support
19 0.912364 0.946177 0.928963 14139
20 0.739026 0.626453 0.678099 3440
avg / total 0.878444 0.883611 0.879872 17579
Classification report for turbine 8, turbine category 4.0
precision recall f1-score support
19 0.980088 0.967172 0.973587 12672
20 0.918013 0.949256 0.933373 4907
avg / total 0.962760 0.962171 0.962362 17579
Classification report for turbine 8, turbine category 4.0
precision recall f1-score support
19 0.975166 0.985891 0.980499 13821
20 0.945923 0.907664 0.926399 3758
avg / total 0.968915 0.969168 0.968934 17579
Classification report for turbine 8, turbine category 4.0
precision recall f1-score support
19 0.986769 0.990487 0.988624 15662
20 0.919806 0.891497 0.905430 1917
avg / total 0.979467 0.979692 0.979552 17579
Classification report for turbine 8, turbine category 4.0
precision recall f1-score support
19 0.989843 0.992282 0.991061 15419
20 0.943921 0.927315 0.935544 2160
avg / total 0.984200 0.984299 0.984239 17579
------------------------------------------------------------------------
Classification report for turbine 8, turbine category 5.0
precision recall f1-score support
19 0.909210 0.984511 0.945363 14139
20 0.903482 0.595930 0.718164 3440
avg / total 0.908089 0.908470 0.900903 17579
Classification report for turbine 8, turbine category 5.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 6
11 0.000000 0.000000 0.000000 36
12 0.000000 0.000000 0.000000 36
13 0.000000 0.000000 0.000000 36
14 0.000000 0.000000 0.000000 36
15 0.000000 0.000000 0.000000 36
16 0.000000 0.000000 0.000000 36
17 0.000000 0.000000 0.000000 36
18 0.000000 0.000000 0.000000 36
19 0.949478 0.968390 0.958841 12401
20 0.915230 0.924038 0.919613 4884
avg / total 0.924083 0.939871 0.931906 17579
Classification report for turbine 8, turbine category 5.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 123
11 0.000000 0.000000 0.000000 36
12 0.000000 0.000000 0.000000 36
13 0.000000 0.000000 0.000000 36
14 0.000000 0.000000 0.000000 36
15 0.000000 0.000000 0.000000 36
16 0.000000 0.000000 0.000000 36
17 0.000000 0.000000 0.000000 36
18 0.000000 0.000000 0.000000 36
19 0.955852 0.980786 0.968158 13532
20 0.916620 0.910066 0.913331 3636
avg / total 0.925389 0.943228 0.934182 17579
Classification report for turbine 8, turbine category 5.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 43
11 0.000000 0.000000 0.000000 36
12 0.029412 0.027778 0.028571 36
13 0.000000 0.000000 0.000000 36
14 0.000000 0.000000 0.000000 36
15 0.000000 0.000000 0.000000 36
16 0.000000 0.000000 0.000000 36
17 0.000000 0.000000 0.000000 36
18 0.000000 0.000000 0.000000 36
19 0.963962 0.959078 0.961513 15395
20 0.867839 0.825688 0.846239 1853
avg / total 0.935739 0.927015 0.931316 17579
Classification report for turbine 8, turbine category 5.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 0
11 0.000000 0.000000 0.000000 0
12 0.000000 0.000000 0.000000 0
13 0.000000 0.000000 0.000000 0
14 0.000000 0.000000 0.000000 0
15 0.000000 0.000000 0.000000 0
16 0.000000 0.000000 0.000000 0
17 0.000000 0.000000 0.000000 0
18 0.000000 0.000000 0.000000 0
19 0.989250 0.960892 0.974865 15419
20 0.933204 0.892593 0.912447 2160
avg / total 0.982364 0.952500 0.967196 17579
------------------------------------------------------------------------
Classification report for turbine 8, turbine category 6.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 4
11 0.000000 0.000000 0.000000 36
12 0.000000 0.000000 0.000000 36
13 0.000000 0.000000 0.000000 36
14 0.000000 0.000000 0.000000 36
15 0.000000 0.000000 0.000000 36
16 0.000000 0.000000 0.000000 36
17 0.000000 0.000000 0.000000 36
18 0.000000 0.000000 0.000000 36
19 0.901552 0.934529 0.917744 14052
20 0.747196 0.494281 0.594977 3235
avg / total 0.858171 0.837989 0.843102 17579
Classification report for turbine 8, turbine category 6.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 0
11 0.000000 0.000000 0.000000 0
12 0.000000 0.000000 0.000000 0
13 0.000000 0.000000 0.000000 0
14 0.000000 0.000000 0.000000 0
15 0.000000 0.000000 0.000000 0
16 0.000000 0.000000 0.000000 0
17 0.000000 0.000000 0.000000 0
18 0.000000 0.000000 0.000000 0
19 0.969125 0.961095 0.965094 12672
20 0.913702 0.701243 0.793497 4907
avg / total 0.953654 0.888560 0.917194 17579
Classification report for turbine 8, turbine category 6.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 0
11 0.000000 0.000000 0.000000 0
12 0.000000 0.000000 0.000000 0
13 0.000000 0.000000 0.000000 0
14 0.000000 0.000000 0.000000 0
15 0.000000 0.000000 0.000000 0
16 0.000000 0.000000 0.000000 0
17 0.000000 0.000000 0.000000 0
18 0.000000 0.000000 0.000000 0
19 0.967534 0.965994 0.966763 13821
20 0.953065 0.864556 0.906656 3758
avg / total 0.964441 0.944309 0.953914 17579
Classification report for turbine 8, turbine category 6.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 97
11 0.000000 0.000000 0.000000 36
12 0.000000 0.000000 0.000000 36
13 0.000000 0.000000 0.000000 36
14 0.000000 0.000000 0.000000 36
15 0.000000 0.000000 0.000000 36
16 0.000000 0.000000 0.000000 36
17 0.000000 0.000000 0.000000 36
18 0.000000 0.000000 0.000000 36
19 0.962132 0.988375 0.975077 15398
20 0.868843 0.815145 0.841138 1796
avg / total 0.931529 0.949030 0.940037 17579
Classification report for turbine 8, turbine category 6.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 31
11 0.000000 0.000000 0.000000 36
12 0.000000 0.000000 0.000000 36
13 0.000000 0.000000 0.000000 36
14 0.000000 0.000000 0.000000 36
15 0.000000 0.000000 0.000000 36
16 0.000000 0.000000 0.000000 36
17 0.000000 0.000000 0.000000 36
18 0.000000 0.000000 0.000000 36
19 0.975962 0.990010 0.982936 15215
20 0.894226 0.901222 0.897711 2045
avg / total 0.948743 0.961716 0.955184 17579
------------------------------------------------------------------------
Classification report for turbine 8, turbine category 7.0
precision recall f1-score support
19 0.954577 0.978004 0.966148 14139
20 0.899450 0.808721 0.851676 3440
avg / total 0.943789 0.944877 0.943748 17579
Classification report for turbine 8, turbine category 7.0
precision recall f1-score support
19 0.977819 0.967093 0.972426 12672
20 0.917360 0.943346 0.930172 4907
avg / total 0.960942 0.960464 0.960631 17579
Classification report for turbine 8, turbine category 7.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 33
11 0.000000 0.000000 0.000000 172
12 0.000000 0.000000 0.000000 144
13 0.000000 0.000000 0.000000 136
14 0.000000 0.000000 0.000000 108
15 0.000000 0.000000 0.000000 108
16 0.000000 0.000000 0.000000 108
17 0.000000 0.000000 0.000000 108
18 0.000000 0.000000 0.000000 108
19 0.917079 0.987716 0.951088 12944
20 0.915063 0.922161 0.918598 3610
avg / total 0.863192 0.916662 0.888960 17579
Classification report for turbine 8, turbine category 7.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 16
11 0.000000 0.000000 0.000000 129
12 0.000000 0.000000 0.000000 108
13 0.000000 0.000000 0.000000 108
14 0.024390 0.009259 0.013423 108
15 0.000000 0.000000 0.000000 108
16 0.000000 0.000000 0.000000 108
17 0.000000 0.000000 0.000000 108
18 0.000000 0.000000 0.000000 108
19 0.925380 0.972594 0.948400 14778
20 0.894913 0.842632 0.867986 1900
avg / total 0.874807 0.908755 0.891181 17579
Classification report for turbine 8, turbine category 7.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 0
11 0.000000 0.000000 0.000000 0
12 0.000000 0.000000 0.000000 0
13 0.000000 0.000000 0.000000 0
14 0.000000 0.000000 0.000000 0
15 0.000000 0.000000 0.000000 0
16 0.000000 0.000000 0.000000 0
17 0.000000 0.000000 0.000000 0
18 0.000000 0.000000 0.000000 0
19 0.988410 0.951294 0.969497 15419
20 0.944551 0.914815 0.929445 2160
avg / total 0.983021 0.946812 0.964575 17579
------------------------------------------------------------------------
Classification report for turbine 8, turbine category 8.0
precision recall f1-score support
10 0.467721 0.318386 0.378869 1115
11 0.000000 0.000000 0.000000 72
12 0.000000 0.000000 0.000000 72
13 0.030000 0.093750 0.045455 64
14 0.000000 0.000000 0.000000 36
15 0.000000 0.000000 0.000000 36
16 0.000000 0.000000 0.000000 36
17 0.000000 0.000000 0.000000 36
18 0.000000 0.000000 0.000000 36
19 0.888400 0.862806 0.875416 13572
20 0.808352 0.564297 0.664628 2504
avg / total 0.830816 0.767052 0.794739 17579
Classification report for turbine 8, turbine category 8.0
precision recall f1-score support
10 0.020478 0.400000 0.038961 15
11 0.000000 0.000000 0.000000 46
12 0.000000 0.000000 0.000000 36
13 0.000000 0.000000 0.000000 36
14 0.017857 0.027778 0.021739 36
15 0.050000 0.055556 0.052632 36
16 0.000000 0.000000 0.000000 36
17 0.000000 0.000000 0.000000 36
18 0.000000 0.000000 0.000000 36
19 0.932091 0.929830 0.930959 12370
20 0.905046 0.835172 0.868706 4896
avg / total 0.908119 0.887422 0.897230 17579
Classification report for turbine 8, turbine category 8.0
precision recall f1-score support
10 0.006166 0.020690 0.009501 290
11 0.040000 0.025000 0.030769 80
12 0.038462 0.013889 0.020408 72
13 0.000000 0.000000 0.000000 72
14 0.036364 0.029851 0.032787 67
15 0.000000 0.000000 0.000000 36
16 0.000000 0.000000 0.000000 36
17 0.000000 0.000000 0.000000 36
18 0.000000 0.000000 0.000000 36
19 0.941991 0.941991 0.941991 13498
20 0.804188 0.652265 0.720303 3356
avg / total 0.877413 0.848456 0.861324 17579
Classification report for turbine 8, turbine category 8.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 0
11 0.000000 0.000000 0.000000 0
12 0.000000 0.000000 0.000000 0
13 0.000000 0.000000 0.000000 0
14 0.000000 0.000000 0.000000 0
15 0.000000 0.000000 0.000000 0
16 0.000000 0.000000 0.000000 0
17 0.000000 0.000000 0.000000 0
18 0.000000 0.000000 0.000000 0
19 0.980285 0.952433 0.966158 15662
20 0.893215 0.789776 0.838317 1917
avg / total 0.970790 0.934695 0.952217 17579
Classification report for turbine 8, turbine category 8.0
precision recall f1-score support
10 0.013423 0.023529 0.017094 85
11 0.122807 0.027778 0.045307 252
12 0.000000 0.000000 0.000000 252
13 0.000000 0.000000 0.000000 252
14 0.018182 0.003968 0.006515 252
15 0.000000 0.000000 0.000000 252
16 0.000000 0.000000 0.000000 252
17 0.047619 0.007937 0.013605 252
18 0.035714 0.003968 0.007143 252
19 0.885364 0.961842 0.922020 13811
20 0.712720 0.897421 0.794477 1667
avg / total 0.766456 0.841515 0.800850 17579
------------------------------------------------------------------------
Classification report for turbine 8, turbine category 9.0
precision recall f1-score support
19 0.930207 0.976590 0.952834 14139
20 0.878976 0.698837 0.778623 3440
avg / total 0.920182 0.922237 0.918743 17579
Classification report for turbine 8, turbine category 9.0
precision recall f1-score support
19 0.971237 0.969934 0.970585 12672
20 0.922624 0.925820 0.924219 4907
avg / total 0.957667 0.957620 0.957642 17579
Classification report for turbine 8, turbine category 9.0
precision recall f1-score support
19 0.967847 0.986615 0.977141 13821
20 0.946991 0.879457 0.911976 3758
avg / total 0.963389 0.963707 0.963210 17579
Classification report for turbine 8, turbine category 9.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 125
11 0.000000 0.000000 0.000000 63
12 0.000000 0.000000 0.000000 36
13 0.000000 0.000000 0.000000 36
14 0.000000 0.000000 0.000000 36
15 0.000000 0.000000 0.000000 36
16 0.000000 0.000000 0.000000 36
17 0.000000 0.000000 0.000000 36
18 0.000000 0.000000 0.000000 36
19 0.971888 0.990064 0.980892 15399
20 0.823996 0.895977 0.858480 1740
avg / total 0.932923 0.955970 0.944224 17579
Classification report for turbine 8, turbine category 9.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 0
11 0.000000 0.000000 0.000000 0
12 0.000000 0.000000 0.000000 0
13 0.000000 0.000000 0.000000 0
14 0.000000 0.000000 0.000000 0
15 0.000000 0.000000 0.000000 0
16 0.000000 0.000000 0.000000 0
17 0.000000 0.000000 0.000000 0
18 0.000000 0.000000 0.000000 0
19 0.988638 0.987548 0.988093 15419
20 0.937808 0.879630 0.907788 2160
avg / total 0.982392 0.974288 0.978225 17579
------------------------------------------------------------------------
Classification report for turbine 8, turbine category 10.0
precision recall f1-score support
10 0.074074 0.031915 0.044610 752
11 0.000000 0.000000 0.000000 146
12 0.000000 0.000000 0.000000 111
13 0.000000 0.000000 0.000000 108
14 0.010989 0.018519 0.013793 108
15 0.000000 0.000000 0.000000 108
16 0.000000 0.000000 0.000000 108
17 0.000000 0.000000 0.000000 108
18 0.000000 0.000000 0.000000 104
19 0.871249 0.916192 0.893156 13531
20 0.604396 0.505219 0.550375 2395
avg / total 0.756203 0.775528 0.764462 17579
Classification report for turbine 8, turbine category 10.0
precision recall f1-score support
10 0.093488 0.863469 0.168709 271
11 0.021277 0.027778 0.024096 180
12 0.016393 0.008547 0.011236 117
13 0.000000 0.000000 0.000000 108
14 0.066667 0.018519 0.028986 108
15 0.052632 0.027778 0.036364 108
16 0.021277 0.046296 0.029155 108
17 0.009901 0.009259 0.009569 108
18 0.000000 0.000000 0.000000 108
19 0.911829 0.906079 0.908945 11893
20 0.793580 0.398210 0.530314 4470
avg / total 0.821379 0.728540 0.753354 17579
Classification report for turbine 8, turbine category 10.0
precision recall f1-score support
10 0.010235 0.714286 0.020182 14
11 0.000000 0.000000 0.000000 72
12 0.000000 0.000000 0.000000 72
13 0.000000 0.000000 0.000000 72
14 0.019417 0.027778 0.022857 72
15 0.000000 0.000000 0.000000 72
16 0.000000 0.000000 0.000000 72
17 0.000000 0.000000 0.000000 72
18 0.000000 0.000000 0.000000 72
19 0.912659 0.917260 0.914953 13488
20 0.887850 0.434162 0.583157 3501
avg / total 0.877174 0.790944 0.818275 17579
Classification report for turbine 8, turbine category 10.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 0
11 0.000000 0.000000 0.000000 0
12 0.000000 0.000000 0.000000 0
13 0.000000 0.000000 0.000000 0
14 0.000000 0.000000 0.000000 0
15 0.000000 0.000000 0.000000 0
16 0.000000 0.000000 0.000000 0
17 0.000000 0.000000 0.000000 0
18 0.000000 0.000000 0.000000 0
19 0.980983 0.945282 0.962802 15662
20 0.907810 0.739697 0.815177 1917
avg / total 0.973004 0.922863 0.946703 17579
Classification report for turbine 8, turbine category 10.0
precision recall f1-score support
10 0.234043 0.401460 0.295699 137
11 0.000000 0.000000 0.000000 117
12 0.017544 0.011905 0.014184 84
13 0.000000 0.000000 0.000000 72
14 0.000000 0.000000 0.000000 72
15 0.000000 0.000000 0.000000 72
16 0.000000 0.000000 0.000000 72
17 0.000000 0.000000 0.000000 72
18 0.000000 0.000000 0.000000 72
19 0.952052 0.963456 0.957720 14859
20 0.887571 0.882564 0.885060 1950
avg / total 0.905105 0.915467 0.910082 17579
------------------------------------------------------------------------
Classification report for turbine 8, turbine category 11.0
precision recall f1-score support
10 0.008584 0.043478 0.014337 92
11 0.000000 0.000000 0.000000 72
12 0.000000 0.000000 0.000000 72
13 0.000000 0.000000 0.000000 72
14 0.000000 0.000000 0.000000 72
15 0.000000 0.000000 0.000000 72
16 0.000000 0.000000 0.000000 72
17 0.000000 0.000000 0.000000 72
18 0.000000 0.000000 0.000000 72
19 0.914112 0.913000 0.913555 13977
20 0.810893 0.548057 0.654057 2934
avg / total 0.862193 0.817623 0.835604 17579
Classification report for turbine 8, turbine category 11.0
precision recall f1-score support
10 0.039216 0.047337 0.042895 169
11 0.000000 0.000000 0.000000 36
12 0.000000 0.000000 0.000000 36
13 0.000000 0.000000 0.000000 36
14 0.000000 0.000000 0.000000 36
15 0.000000 0.000000 0.000000 36
16 0.000000 0.000000 0.000000 36
17 0.000000 0.000000 0.000000 36
18 0.000000 0.000000 0.000000 36
19 0.895794 0.918288 0.906902 12385
20 0.876739 0.478995 0.619522 4737
avg / total 0.867748 0.776495 0.806297 17579
Classification report for turbine 8, turbine category 11.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 0
11 0.000000 0.000000 0.000000 0
12 0.000000 0.000000 0.000000 0
13 0.000000 0.000000 0.000000 0
14 0.000000 0.000000 0.000000 0
15 0.000000 0.000000 0.000000 0
16 0.000000 0.000000 0.000000 0
17 0.000000 0.000000 0.000000 0
18 0.000000 0.000000 0.000000 0
19 0.947714 0.949497 0.948605 13821
20 0.900450 0.531932 0.668786 3758
avg / total 0.937610 0.860231 0.888786 17579
Classification report for turbine 8, turbine category 11.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 0
11 0.000000 0.000000 0.000000 0
12 0.000000 0.000000 0.000000 0
13 0.000000 0.000000 0.000000 0
14 0.000000 0.000000 0.000000 0
15 0.000000 0.000000 0.000000 0
16 0.000000 0.000000 0.000000 0
17 0.000000 0.000000 0.000000 0
18 0.000000 0.000000 0.000000 0
19 0.983127 0.967246 0.975121 15662
20 0.879207 0.763172 0.817090 1917
avg / total 0.971794 0.944991 0.957888 17579
Classification report for turbine 8, turbine category 11.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 5
11 0.000000 0.000000 0.000000 36
12 0.000000 0.000000 0.000000 36
13 0.000000 0.000000 0.000000 36
14 0.000000 0.000000 0.000000 36
15 0.000000 0.000000 0.000000 36
16 0.000000 0.000000 0.000000 36
17 0.000000 0.000000 0.000000 36
18 0.000000 0.000000 0.000000 36
19 0.969278 0.981247 0.975226 15144
20 0.931693 0.866013 0.897653 2142
avg / total 0.948543 0.950850 0.949519 17579
------------------------------------------------------------------------
Classification report for turbine 8, turbine category 16.0
precision recall f1-score support
19 0.919876 0.963010 0.940949 14139
20 0.811667 0.655233 0.725109 3440
avg / total 0.898701 0.902782 0.898711 17579
Classification report for turbine 8, turbine category 16.0
precision recall f1-score support
19 0.977284 0.970960 0.974111 12672
20 0.926238 0.941716 0.933913 4907
avg / total 0.963035 0.962797 0.962890 17579
Classification report for turbine 8, turbine category 16.0
precision recall f1-score support
19 0.975849 0.988134 0.981953 13821
20 0.954241 0.910059 0.931626 3758
avg / total 0.971229 0.971443 0.971194 17579
Classification report for turbine 8, turbine category 16.0
precision recall f1-score support
19 0.986764 0.990103 0.988431 15662
20 0.916845 0.891497 0.903994 1917
avg / total 0.979140 0.979350 0.979223 17579
Classification report for turbine 8, turbine category 16.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 65
11 0.000000 0.000000 0.000000 72
12 0.000000 0.000000 0.000000 72
13 0.000000 0.000000 0.000000 65
14 0.000000 0.000000 0.000000 36
15 0.000000 0.000000 0.000000 36
16 0.000000 0.000000 0.000000 36
17 0.000000 0.000000 0.000000 36
18 0.000000 0.000000 0.000000 36
19 0.971248 0.993588 0.982291 15129
20 0.873930 0.920341 0.896535 1996
avg / total 0.935114 0.959611 0.947185 17579
------------------------------------------------------------------------
Classification report for turbine 8, turbine category 18.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 30
11 0.000000 0.000000 0.000000 180
12 0.000000 0.000000 0.000000 180
13 0.000000 0.000000 0.000000 180
14 0.000000 0.000000 0.000000 180
15 0.000000 0.000000 0.000000 180
16 0.000000 0.000000 0.000000 180
17 0.000000 0.000000 0.000000 180
18 0.000000 0.000000 0.000000 180
19 0.828598 0.984343 0.899781 12710
20 0.906048 0.661077 0.764416 3399
avg / total 0.774284 0.839524 0.798365 17579
Classification report for turbine 8, turbine category 18.0
precision recall f1-score support
10 0.107143 0.125000 0.115385 24
11 0.000000 0.000000 0.000000 144
12 0.031250 0.027778 0.029412 144
13 0.005376 0.006944 0.006061 144
14 0.000000 0.000000 0.000000 144
15 0.020408 0.013889 0.016529 144
16 0.000000 0.000000 0.000000 144
17 0.071429 0.020833 0.032258 144
18 0.009804 0.006944 0.008130 144
19 0.907027 0.895778 0.901368 11773
20 0.879533 0.942981 0.910152 4630
avg / total 0.840386 0.849081 0.844296 17579
Classification report for turbine 8, turbine category 18.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 7
11 0.000000 0.000000 0.000000 36
12 0.000000 0.000000 0.000000 36
13 0.000000 0.000000 0.000000 36
14 0.000000 0.000000 0.000000 36
15 0.000000 0.000000 0.000000 36
16 0.015385 0.055556 0.024096 36
17 0.000000 0.000000 0.000000 36
18 0.000000 0.000000 0.000000 36
19 0.944834 0.904618 0.924289 13556
20 0.947733 0.807403 0.871958 3728
avg / total 0.929625 0.868935 0.897729 17579
Classification report for turbine 8, turbine category 18.0
precision recall f1-score support
10 0.111111 0.105263 0.108108 19
11 0.008264 0.009259 0.008734 108
12 0.016667 0.018519 0.017544 108
13 0.007463 0.009259 0.008264 108
14 0.000000 0.000000 0.000000 108
15 0.000000 0.000000 0.000000 108
16 0.000000 0.000000 0.000000 108
17 0.000000 0.000000 0.000000 108
18 0.000000 0.000000 0.000000 108
19 0.927150 0.937036 0.932067 14818
20 0.890771 0.812034 0.849582 1878
avg / total 0.877012 0.876955 0.876766 17579
Classification report for turbine 8, turbine category 18.0
precision recall f1-score support
10 0.030303 0.052632 0.038462 19
11 0.027523 0.027778 0.027650 108
12 0.000000 0.000000 0.000000 108
13 0.000000 0.000000 0.000000 108
14 0.000000 0.000000 0.000000 108
15 0.011628 0.009259 0.010309 108
16 0.000000 0.000000 0.000000 108
17 0.000000 0.000000 0.000000 108
18 0.010309 0.009259 0.009756 108
19 0.937466 0.948194 0.942800 14593
20 0.912130 0.908226 0.910174 2103
avg / total 0.887682 0.896126 0.891874 17579
------------------------------------------------------------------------
Classification report for turbine 8, turbine category 19.0
precision recall f1-score support
19 0.930490 0.975175 0.952309 14139
20 0.872872 0.700581 0.777294 3440
avg / total 0.919215 0.921440 0.918060 17579
Classification report for turbine 8, turbine category 19.0
precision recall f1-score support
19 0.979802 0.968513 0.974125 12672
20 0.921037 0.948441 0.934538 4907
avg / total 0.963398 0.962910 0.963075 17579
Classification report for turbine 8, turbine category 19.0
precision recall f1-score support
19 0.976779 0.986108 0.981421 13821
20 0.947049 0.913784 0.930119 3758
avg / total 0.970424 0.970647 0.970454 17579
Classification report for turbine 8, turbine category 19.0
precision recall f1-score support
19 0.986839 0.990997 0.988914 15662
20 0.923825 0.892019 0.907643 1917
avg / total 0.979967 0.980204 0.980051 17579
Classification report for turbine 8, turbine category 19.0
precision recall f1-score support
19 0.990038 0.992607 0.991321 15419
20 0.946226 0.928704 0.937383 2160
avg / total 0.984655 0.984755 0.984693 17579
------------------------------------------------------------------------
Classification report for turbine 8, turbine category 20.0
precision recall f1-score support
19 0.931252 0.961878 0.946317 14139
20 0.818824 0.708140 0.759470 3440
avg / total 0.909251 0.912225 0.909754 17579
Classification report for turbine 8, turbine category 20.0
precision recall f1-score support
19 0.972860 0.970249 0.971553 12672
20 0.923700 0.930100 0.926889 4907
avg / total 0.959137 0.959042 0.959085 17579
Classification report for turbine 8, turbine category 20.0
precision recall f1-score support
19 0.975116 0.986687 0.980867 13821
20 0.948804 0.907398 0.927639 3758
avg / total 0.969491 0.969737 0.969488 17579
Classification report for turbine 8, turbine category 20.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 13
11 0.000000 0.000000 0.000000 36
12 0.000000 0.000000 0.000000 36
13 0.000000 0.000000 0.000000 36
14 0.000000 0.000000 0.000000 36
15 0.000000 0.000000 0.000000 36
16 0.000000 0.000000 0.000000 36
17 0.000000 0.000000 0.000000 36
18 0.000000 0.000000 0.000000 36
19 0.969475 0.989528 0.979399 15374
20 0.908320 0.900210 0.904247 1904
avg / total 0.946251 0.962910 0.954489 17579
Classification report for turbine 8, turbine category 20.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 8
11 0.000000 0.000000 0.000000 36
12 0.000000 0.000000 0.000000 36
13 0.000000 0.000000 0.000000 36
14 0.000000 0.000000 0.000000 36
15 0.000000 0.000000 0.000000 36
16 0.000000 0.000000 0.000000 36
17 0.000000 0.000000 0.000000 36
18 0.000000 0.000000 0.000000 36
19 0.970983 0.983748 0.977324 15137
20 0.942354 0.921715 0.931920 2146
avg / total 0.951139 0.959611 0.955325 17579
------------------------------------------------------------------------
Classification report for turbine 9, turbine category 2.0
precision recall f1-score support
19 0.985133 0.934277 0.959031 17589
20 0.707268 0.918448 0.799142 3041
avg / total 0.944174 0.931944 0.935462 20630
Classification report for turbine 9, turbine category 2.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 79
11 0.000000 0.000000 0.000000 55
12 0.000000 0.000000 0.000000 36
13 0.000000 0.000000 0.000000 36
14 0.000000 0.000000 0.000000 36
15 0.000000 0.000000 0.000000 46
16 0.000000 0.000000 0.000000 72
17 0.000000 0.000000 0.000000 72
18 0.000000 0.000000 0.000000 72
19 0.935277 0.950914 0.943031 10288
20 0.945231 0.977129 0.960916 9838
avg / total 0.917175 0.940184 0.928521 20630
Classification report for turbine 9, turbine category 2.0
precision recall f1-score support
10 0.059211 0.043269 0.050000 208
11 0.019608 0.010929 0.014035 183
12 0.000000 0.000000 0.000000 125
13 0.000000 0.000000 0.000000 58
14 0.000000 0.000000 0.000000 36
15 0.000000 0.000000 0.000000 26
16 0.000000 0.000000 0.000000 4
17 0.000000 0.000000 0.000000 36
18 0.000000 0.000000 0.000000 36
19 0.943396 0.962131 0.952672 16214
20 0.944302 0.897138 0.920116 3704
avg / total 0.911771 0.917790 0.914576 20630
Classification report for turbine 9, turbine category 2.0
precision recall f1-score support
10 0.040816 0.033333 0.036697 60
11 0.000000 0.000000 0.000000 36
12 0.000000 0.000000 0.000000 36
13 0.000000 0.000000 0.000000 36
14 0.000000 0.000000 0.000000 36
15 0.000000 0.000000 0.000000 36
16 0.000000 0.000000 0.000000 32
17 0.000000 0.000000 0.000000 0
18 0.000000 0.000000 0.000000 0
19 0.976196 0.969695 0.972935 17720
20 0.895810 0.915845 0.905717 2638
avg / total 0.953165 0.950121 0.951618 20630
Classification report for turbine 9, turbine category 2.0
precision recall f1-score support
10 0.150538 0.269231 0.193103 52
11 0.000000 0.000000 0.000000 36
12 0.000000 0.000000 0.000000 36
13 0.000000 0.000000 0.000000 36
14 0.000000 0.000000 0.000000 36
15 0.000000 0.000000 0.000000 36
16 0.000000 0.000000 0.000000 36
17 0.000000 0.000000 0.000000 36
18 0.000000 0.000000 0.000000 36
19 0.975743 0.974686 0.975215 17540
20 0.928391 0.933455 0.930916 2750
avg / total 0.953730 0.953805 0.953724 20630
------------------------------------------------------------------------
Classification report for turbine 9, turbine category 3.0
precision recall f1-score support
19 0.986057 0.969015 0.977462 17589
20 0.837070 0.920750 0.876918 3041
avg / total 0.964096 0.961900 0.962641 20630
Classification report for turbine 9, turbine category 3.0
precision recall f1-score support
19 0.973246 0.951415 0.962206 10744
20 0.948455 0.971576 0.959876 9886
avg / total 0.961366 0.961076 0.961090 20630
Classification report for turbine 9, turbine category 3.0
precision recall f1-score support
19 0.991295 0.984020 0.987644 16896
20 0.930016 0.960900 0.945205 3734
avg / total 0.980204 0.979835 0.979963 20630
Classification report for turbine 9, turbine category 3.0
precision recall f1-score support
19 0.988797 0.989128 0.988963 17936
20 0.927455 0.925390 0.926421 2694
avg / total 0.980787 0.980805 0.980796 20630
Classification report for turbine 9, turbine category 3.0
precision recall f1-score support
19 0.991874 0.992820 0.992347 17827
20 0.954056 0.948270 0.951154 2803
avg / total 0.986736 0.986767 0.986750 20630
------------------------------------------------------------------------
Classification report for turbine 9, turbine category 4.0
precision recall f1-score support
19 0.985411 0.975382 0.980371 17589
20 0.865528 0.916475 0.890273 3041
avg / total 0.967739 0.966699 0.967090 20630
Classification report for turbine 9, turbine category 4.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 9
11 0.000000 0.000000 0.000000 36
12 0.000000 0.000000 0.000000 36
13 0.000000 0.000000 0.000000 36
14 0.000000 0.000000 0.000000 36
15 0.000000 0.000000 0.000000 36
16 0.000000 0.000000 0.000000 36
17 0.000000 0.000000 0.000000 36
18 0.000000 0.000000 0.000000 36
19 0.944825 0.949976 0.947394 10455
20 0.947519 0.970541 0.958892 9878
avg / total 0.932513 0.946146 0.939260 20630
Classification report for turbine 9, turbine category 4.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 0
11 0.000000 0.000000 0.000000 0
12 0.000000 0.000000 0.000000 0
13 0.000000 0.000000 0.000000 0
14 0.000000 0.000000 0.000000 0
15 0.000000 0.000000 0.000000 0
16 0.000000 0.000000 0.000000 0
17 0.000000 0.000000 0.000000 0
18 0.000000 0.000000 0.000000 0
19 0.988855 0.971532 0.980117 16896
20 0.942880 0.950455 0.946652 3734
avg / total 0.980534 0.967717 0.974060 20630
Classification report for turbine 9, turbine category 4.0
precision recall f1-score support
11 0.000000 0.000000 0.000000 0
12 0.000000 0.000000 0.000000 0
13 0.000000 0.000000 0.000000 0
14 0.000000 0.000000 0.000000 0
15 0.000000 0.000000 0.000000 0
16 0.000000 0.000000 0.000000 0
17 0.000000 0.000000 0.000000 0
18 0.000000 0.000000 0.000000 0
19 0.986875 0.980988 0.983923 17936
20 0.920314 0.913140 0.916713 2694
avg / total 0.978183 0.972128 0.975146 20630
Classification report for turbine 9, turbine category 4.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 0
11 0.000000 0.000000 0.000000 0
12 0.000000 0.000000 0.000000 0
13 0.000000 0.000000 0.000000 0
14 0.000000 0.000000 0.000000 0
15 0.000000 0.000000 0.000000 0
16 0.000000 0.000000 0.000000 0
17 0.000000 0.000000 0.000000 0
18 0.000000 0.000000 0.000000 0
19 0.992615 0.987659 0.990131 17827
20 0.946638 0.949340 0.947987 2803
avg / total 0.986368 0.982453 0.984405 20630
------------------------------------------------------------------------
Classification report for turbine 9, turbine category 5.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 0
11 0.000000 0.000000 0.000000 0
12 0.000000 0.000000 0.000000 0
13 0.000000 0.000000 0.000000 0
14 0.000000 0.000000 0.000000 0
19 0.972062 0.975212 0.973634 17589
20 0.856025 0.827031 0.841278 3041
avg / total 0.954957 0.953369 0.954124 20630
Classification report for turbine 9, turbine category 5.0
precision recall f1-score support
10 0.357143 0.098039 0.153846 102
11 0.000000 0.000000 0.000000 64
12 0.000000 0.000000 0.000000 36
13 0.000000 0.000000 0.000000 36
14 0.000000 0.000000 0.000000 36
15 0.000000 0.000000 0.000000 36
16 0.000000 0.000000 0.000000 36
17 0.000000 0.000000 0.000000 36
18 0.000000 0.000000 0.000000 36
19 0.907451 0.950067 0.928270 10434
20 0.938173 0.909388 0.923556 9778
avg / total 0.905392 0.912021 0.907988 20630
Classification report for turbine 9, turbine category 5.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 6
11 0.000000 0.000000 0.000000 36
12 0.000000 0.000000 0.000000 36
13 0.000000 0.000000 0.000000 36
14 0.000000 0.000000 0.000000 36
15 0.000000 0.000000 0.000000 36
16 0.000000 0.000000 0.000000 36
17 0.000000 0.000000 0.000000 36
18 0.000000 0.000000 0.000000 36
19 0.973408 0.970307 0.971855 16637
20 0.923569 0.937551 0.930507 3699
avg / total 0.950600 0.950606 0.950591 20630
Classification report for turbine 9, turbine category 5.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 0
11 0.000000 0.000000 0.000000 0
12 0.000000 0.000000 0.000000 0
13 0.000000 0.000000 0.000000 0
14 0.000000 0.000000 0.000000 0
15 0.000000 0.000000 0.000000 0
16 0.000000 0.000000 0.000000 0
17 0.000000 0.000000 0.000000 0
18 0.000000 0.000000 0.000000 0
19 0.986800 0.971120 0.978897 17936
20 0.892285 0.888641 0.890459 2694
avg / total 0.974457 0.960349 0.967348 20630
Classification report for turbine 9, turbine category 5.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 39
11 0.000000 0.000000 0.000000 36
12 0.000000 0.000000 0.000000 36
13 0.000000 0.000000 0.000000 36
14 0.000000 0.000000 0.000000 36
15 0.000000 0.000000 0.000000 36
16 0.000000 0.000000 0.000000 36
17 0.000000 0.000000 0.000000 36
18 0.000000 0.000000 0.000000 36
19 0.981588 0.987370 0.984470 17656
20 0.891320 0.907820 0.899495 2647
avg / total 0.954447 0.961512 0.957963 20630
------------------------------------------------------------------------
Classification report for turbine 9, turbine category 6.0
precision recall f1-score support
19 0.985433 0.980727 0.983074 17589
20 0.891520 0.916146 0.903665 3041
avg / total 0.971589 0.971207 0.971369 20630
Classification report for turbine 9, turbine category 6.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 5
11 0.000000 0.000000 0.000000 36
12 0.000000 0.000000 0.000000 36
13 0.000000 0.000000 0.000000 36
14 0.000000 0.000000 0.000000 36
15 0.000000 0.000000 0.000000 36
16 0.000000 0.000000 0.000000 36
17 0.000000 0.000000 0.000000 36
18 0.000000 0.000000 0.000000 36
19 0.970529 0.948476 0.959376 10694
20 0.922291 0.973556 0.947230 9643
avg / total 0.934197 0.946728 0.940073 20630
Classification report for turbine 9, turbine category 6.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 8
11 0.000000 0.000000 0.000000 36
12 0.000000 0.000000 0.000000 36
13 0.000000 0.000000 0.000000 36
14 0.000000 0.000000 0.000000 36
15 0.000000 0.000000 0.000000 36
16 0.000000 0.000000 0.000000 36
17 0.000000 0.000000 0.000000 36
18 0.000000 0.000000 0.000000 36
19 0.970938 0.984157 0.977503 16600
20 0.937400 0.942421 0.939904 3734
avg / total 0.950937 0.962482 0.956672 20630
Classification report for turbine 9, turbine category 6.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 53
11 0.088235 0.027778 0.042254 108
12 0.000000 0.000000 0.000000 108
13 0.088889 0.037037 0.052288 108
14 0.000000 0.000000 0.000000 108
15 0.000000 0.000000 0.000000 108
16 0.000000 0.000000 0.000000 108
17 0.000000 0.000000 0.000000 108
18 0.000000 0.000000 0.000000 108
19 0.948792 0.974770 0.961606 17202
20 0.826245 0.905217 0.863930 2511
avg / total 0.892630 0.923316 0.907469 20630
Classification report for turbine 9, turbine category 6.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 33
11 0.000000 0.000000 0.000000 72
12 0.000000 0.000000 0.000000 72
13 0.000000 0.000000 0.000000 72
14 0.000000 0.000000 0.000000 72
15 0.000000 0.000000 0.000000 72
16 0.000000 0.000000 0.000000 72
17 0.000000 0.000000 0.000000 72
18 0.000000 0.000000 0.000000 72
19 0.957470 0.958968 0.958219 17255
20 0.892199 0.909617 0.900823 2766
avg / total 0.920454 0.924043 0.922237 20630
------------------------------------------------------------------------
Classification report for turbine 9, turbine category 7.0
precision recall f1-score support
19 0.985946 0.977202 0.981554 17589
20 0.874570 0.919434 0.896441 3041
avg / total 0.969529 0.968686 0.969008 20630
Classification report for turbine 9, turbine category 7.0
precision recall f1-score support
19 0.973717 0.951694 0.962579 10744
20 0.948761 0.972082 0.960280 9886
avg / total 0.961758 0.961464 0.961477 20630
Classification report for turbine 9, turbine category 7.0
precision recall f1-score support
19 0.986989 0.987749 0.987369 16896
20 0.944370 0.941082 0.942723 3734
avg / total 0.979275 0.979302 0.979288 20630
Classification report for turbine 9, turbine category 7.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 203
11 0.000000 0.000000 0.000000 187
12 0.000000 0.000000 0.000000 156
13 0.000000 0.000000 0.000000 144
14 0.000000 0.000000 0.000000 144
15 0.000000 0.000000 0.000000 125
16 0.000000 0.000000 0.000000 108
17 0.000000 0.000000 0.000000 98
18 0.000000 0.000000 0.000000 72
19 0.936749 0.988552 0.961954 17034
20 0.801055 0.901229 0.848195 2359
avg / total 0.865064 0.919292 0.891266 20630
Classification report for turbine 9, turbine category 7.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 275
11 0.000000 0.000000 0.000000 289
12 0.000000 0.000000 0.000000 206
13 0.000000 0.000000 0.000000 180
14 0.000000 0.000000 0.000000 180
15 0.028571 0.005988 0.009901 167
16 0.136364 0.020833 0.036145 144
17 0.076923 0.006944 0.012739 144
18 0.000000 0.000000 0.000000 144
19 0.925156 0.967643 0.945923 16658
20 0.742972 0.907267 0.816941 2243
avg / total 0.829531 0.880223 0.853043 20630
------------------------------------------------------------------------
Classification report for turbine 9, turbine category 8.0
precision recall f1-score support
10 0.156250 0.006790 0.013015 2209
11 0.000000 0.000000 0.000000 122
12 0.000000 0.000000 0.000000 72
13 0.000000 0.000000 0.000000 72
14 0.000000 0.000000 0.000000 72
15 0.000000 0.000000 0.000000 72
16 0.000000 0.000000 0.000000 72
17 0.000000 0.000000 0.000000 72
18 0.000000 0.000000 0.000000 72
19 0.921964 0.908815 0.915342 15496
20 0.614770 0.803828 0.696701 2299
avg / total 0.777764 0.772952 0.766583 20630
Classification report for turbine 9, turbine category 8.0
precision recall f1-score support
10 0.181165 0.630556 0.281463 360
11 0.000000 0.000000 0.000000 108
12 0.000000 0.000000 0.000000 108
13 0.000000 0.000000 0.000000 108
14 0.000000 0.000000 0.000000 108
15 0.000000 0.000000 0.000000 108
16 0.000000 0.000000 0.000000 108
17 0.000000 0.000000 0.000000 108
18 0.000000 0.000000 0.000000 108
19 0.882483 0.899479 0.890900 10177
20 0.911785 0.846679 0.878027 9229
avg / total 0.846395 0.833495 0.837195 20630
Classification report for turbine 9, turbine category 8.0
precision recall f1-score support
10 0.002000 0.029412 0.003745 68
11 0.000000 0.000000 0.000000 72
12 0.000000 0.000000 0.000000 72
13 0.031579 0.041667 0.035928 72
14 0.000000 0.000000 0.000000 72
15 0.000000 0.000000 0.000000 72
16 0.000000 0.000000 0.000000 72
17 0.000000 0.000000 0.000000 72
18 0.000000 0.000000 0.000000 72
19 0.954017 0.943160 0.948557 16432
20 0.854708 0.592572 0.699900 3554
avg / total 0.907244 0.853563 0.876247 20630
Classification report for turbine 9, turbine category 8.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 0
11 0.000000 0.000000 0.000000 0
12 0.000000 0.000000 0.000000 0
13 0.000000 0.000000 0.000000 0
14 0.000000 0.000000 0.000000 0
15 0.000000 0.000000 0.000000 0
16 0.000000 0.000000 0.000000 0
17 0.000000 0.000000 0.000000 0
18 0.000000 0.000000 0.000000 0
19 0.981656 0.951773 0.966484 17936
20 0.864627 0.765776 0.812205 2694
avg / total 0.966374 0.927484 0.946337 20630
Classification report for turbine 9, turbine category 8.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 45
11 0.000000 0.000000 0.000000 144
12 0.000000 0.000000 0.000000 123
13 0.000000 0.000000 0.000000 108
14 0.024390 0.009259 0.013423 108
15 0.000000 0.000000 0.000000 108
16 0.000000 0.000000 0.000000 108
17 0.018868 0.009259 0.012422 108
18 0.000000 0.000000 0.000000 108
19 0.940616 0.970656 0.955400 16971
20 0.890476 0.900704 0.895561 2699
avg / total 0.890512 0.916432 0.903248 20630
------------------------------------------------------------------------
Classification report for turbine 9, turbine category 9.0
precision recall f1-score support
19 0.985679 0.962590 0.973998 17589
20 0.809441 0.919106 0.860795 3041
avg / total 0.959700 0.956180 0.957311 20630
Classification report for turbine 9, turbine category 9.0
precision recall f1-score support
19 0.975549 0.954393 0.964855 10744
20 0.951576 0.974004 0.962659 9886
avg / total 0.964061 0.963791 0.963803 20630
Classification report for turbine 9, turbine category 9.0
precision recall f1-score support
19 0.991447 0.987926 0.989683 16896
20 0.946231 0.961435 0.953773 3734
avg / total 0.983263 0.983131 0.983184 20630
Classification report for turbine 9, turbine category 9.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 34
11 0.000000 0.000000 0.000000 36
12 0.000000 0.000000 0.000000 36
13 0.000000 0.000000 0.000000 36
14 0.000000 0.000000 0.000000 36
15 0.000000 0.000000 0.000000 36
16 0.000000 0.000000 0.000000 36
17 0.000000 0.000000 0.000000 36
18 0.000000 0.000000 0.000000 36
19 0.979350 0.988898 0.984101 17745
20 0.882006 0.933281 0.906919 2563
avg / total 0.951971 0.966554 0.959152 20630
Classification report for turbine 9, turbine category 9.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 0
11 0.000000 0.000000 0.000000 0
12 0.000000 0.000000 0.000000 0
13 0.000000 0.000000 0.000000 0
16 0.000000 0.000000 0.000000 0
18 0.000000 0.000000 0.000000 0
19 0.991793 0.989735 0.990763 17827
20 0.940527 0.942205 0.941365 2803
avg / total 0.984828 0.983277 0.984051 20630
------------------------------------------------------------------------
Classification report for turbine 9, turbine category 10.0
precision recall f1-score support
10 0.093464 0.560784 0.160224 255
11 0.000000 0.000000 0.000000 36
12 0.000000 0.000000 0.000000 57
13 0.000000 0.000000 0.000000 72
14 0.000000 0.000000 0.000000 72
15 0.000000 0.000000 0.000000 72
16 0.000000 0.000000 0.000000 72
17 0.000000 0.000000 0.000000 72
18 0.000000 0.000000 0.000000 72
19 0.937736 0.879537 0.907705 16918
20 0.796661 0.813779 0.805129 2932
avg / total 0.883387 0.843868 0.860787 20630
Classification report for turbine 9, turbine category 10.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 0
11 0.000000 0.000000 0.000000 0
12 0.000000 0.000000 0.000000 0
13 0.000000 0.000000 0.000000 0
14 0.000000 0.000000 0.000000 0
15 0.000000 0.000000 0.000000 0
16 0.000000 0.000000 0.000000 0
17 0.000000 0.000000 0.000000 0
18 0.000000 0.000000 0.000000 0
19 0.963224 0.928797 0.945697 10744
20 0.961114 0.802549 0.874704 9886
avg / total 0.962213 0.868299 0.911677 20630
Classification report for turbine 9, turbine category 10.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 8
11 0.000000 0.000000 0.000000 72
12 0.000000 0.000000 0.000000 72
13 0.000000 0.000000 0.000000 72
14 0.000000 0.000000 0.000000 72
15 0.000000 0.000000 0.000000 72
16 0.022222 0.013889 0.017094 72
17 0.000000 0.000000 0.000000 72
18 0.000000 0.000000 0.000000 77
19 0.953229 0.948716 0.950967 16477
20 0.865047 0.899270 0.881827 3564
avg / total 0.910857 0.913136 0.911932 20630
Classification report for turbine 9, turbine category 10.0
precision recall f1-score support
10 0.018868 0.003367 0.005714 297
11 0.000000 0.000000 0.000000 72
12 0.000000 0.000000 0.000000 72
13 0.000000 0.000000 0.000000 72
14 0.000000 0.000000 0.000000 72
15 0.000000 0.000000 0.000000 72
16 0.000000 0.000000 0.000000 72
17 0.000000 0.000000 0.000000 72
18 0.017544 0.014925 0.016129 67
19 0.958046 0.964415 0.961220 17451
20 0.763884 0.874946 0.815651 2311
avg / total 0.896315 0.913912 0.904605 20630
Classification report for turbine 9, turbine category 10.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 0
11 0.000000 0.000000 0.000000 0
12 0.000000 0.000000 0.000000 0
13 0.000000 0.000000 0.000000 0
14 0.000000 0.000000 0.000000 0
15 0.000000 0.000000 0.000000 0
16 0.000000 0.000000 0.000000 0
17 0.000000 0.000000 0.000000 0
18 0.000000 0.000000 0.000000 0
19 0.988780 0.963987 0.976226 17827
20 0.939832 0.880485 0.909191 2803
avg / total 0.982130 0.952642 0.967118 20630
------------------------------------------------------------------------
Classification report for turbine 9, turbine category 11.0
precision recall f1-score support
10 0.465932 0.860580 0.604550 1621
11 0.018509 0.468182 0.035609 220
12 0.005783 0.077778 0.010765 180
13 0.007059 0.050000 0.012371 180
14 0.001172 0.005556 0.001936 180
15 0.005348 0.027778 0.008969 180
16 0.007109 0.016667 0.009967 180
17 0.003236 0.005917 0.004184 169
18 0.000000 0.000000 0.000000 144
19 0.929120 0.293124 0.445651 16099
20 0.618357 0.173324 0.270756 1477
avg / total 0.806392 0.315366 0.415457 20630
Classification report for turbine 9, turbine category 11.0
precision recall f1-score support
10 0.848949 0.682419 0.756629 8697
11 0.007339 0.007313 0.007326 547
12 0.005695 0.014286 0.008143 350
13 0.002618 0.003472 0.002985 288
14 0.029268 0.022472 0.025424 267
15 0.000000 0.000000 0.000000 223
16 0.008299 0.009346 0.008791 214
17 0.000000 0.000000 0.000000 180
18 0.006579 0.005556 0.006024 180
19 0.645724 0.750068 0.693996 7358
20 0.498261 0.492691 0.495460 2326
avg / total 0.645227 0.611682 0.623206 20630
Classification report for turbine 9, turbine category 11.0
precision recall f1-score support
10 0.086241 0.527578 0.148248 417
11 0.029412 0.039841 0.033841 502
12 0.031429 0.026442 0.028721 416
13 0.019939 0.036932 0.025896 352
14 0.031429 0.038194 0.034483 288
15 0.004739 0.003861 0.004255 259
16 0.010610 0.015873 0.012719 252
17 0.004184 0.004292 0.004237 233
18 0.004149 0.004630 0.004376 216
19 0.830943 0.782505 0.805997 14290
20 0.910644 0.407048 0.562614 3405
avg / total 0.730032 0.622879 0.656783 20630
Classification report for turbine 9, turbine category 11.0
precision recall f1-score support
10 0.418367 0.738000 0.534009 1000
11 0.068966 0.051844 0.059192 1003
12 0.036660 0.021557 0.027149 835
13 0.055684 0.031579 0.040302 760
14 0.052632 0.021038 0.030060 713
15 0.079470 0.035088 0.048682 684
16 0.039267 0.022222 0.028382 675
17 0.038348 0.021207 0.027311 613
18 0.034483 0.019164 0.024636 574
19 0.694653 0.817924 0.751265 12341
20 0.591085 0.425978 0.495130 1432
avg / total 0.491580 0.562967 0.520206 20630
Classification report for turbine 9, turbine category 11.0
precision recall f1-score support
10 0.516667 0.632175 0.568614 1324
11 0.082102 0.079745 0.080906 1254
12 0.073638 0.045455 0.056211 1100
13 0.083179 0.043817 0.057398 1027
14 0.047934 0.031453 0.037983 922
15 0.050000 0.032258 0.039216 899
16 0.029070 0.024184 0.026403 827
17 0.023121 0.015504 0.018561 774
18 0.032751 0.021097 0.025663 711
19 0.586716 0.712409 0.643482 10428
20 0.616038 0.478739 0.538779 1364
avg / total 0.391002 0.446873 0.414199 20630
------------------------------------------------------------------------
Classification report for turbine 9, turbine category 16.0
precision recall f1-score support
19 0.985716 0.961226 0.973317 17589
20 0.803910 0.919434 0.857800 3041
avg / total 0.958917 0.955065 0.956289 20630
Classification report for turbine 9, turbine category 16.0
precision recall f1-score support
19 0.973541 0.952066 0.962684 10744
20 0.949126 0.971879 0.960368 9886
avg / total 0.961841 0.961561 0.961574 20630
Classification report for turbine 9, turbine category 16.0
precision recall f1-score support
19 0.991915 0.987571 0.989738 16896
20 0.944853 0.963578 0.954124 3734
avg / total 0.983397 0.983228 0.983292 20630
Classification report for turbine 9, turbine category 16.0
precision recall f1-score support
19 0.989501 0.987846 0.988673 17936
20 0.919971 0.930215 0.925065 2694
avg / total 0.980421 0.980320 0.980366 20630
Classification report for turbine 9, turbine category 16.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 7
11 0.000000 0.000000 0.000000 36
12 0.000000 0.000000 0.000000 36
13 0.000000 0.000000 0.000000 36
14 0.000000 0.000000 0.000000 36
15 0.000000 0.000000 0.000000 36
16 0.000000 0.000000 0.000000 36
17 0.000000 0.000000 0.000000 36
18 0.000000 0.000000 0.000000 36
19 0.976104 0.991679 0.983830 17547
20 0.942918 0.947991 0.945448 2788
avg / total 0.957661 0.971595 0.964575 20630
------------------------------------------------------------------------
Classification report for turbine 9, turbine category 18.0
precision recall f1-score support
10 0.021277 0.078947 0.033520 38
11 0.000000 0.000000 0.000000 216
12 0.014583 0.032407 0.020115 216
13 0.004687 0.013889 0.007009 216
14 0.003297 0.013889 0.005329 216
15 0.023346 0.027778 0.025370 216
16 0.000000 0.000000 0.000000 216
17 0.000000 0.000000 0.000000 216
18 0.000000 0.000000 0.000000 216
19 0.879190 0.798356 0.836825 15934
20 0.798872 0.821502 0.810029 2930
avg / total 0.793041 0.734367 0.762051 20630
Classification report for turbine 9, turbine category 18.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 0
11 0.000000 0.000000 0.000000 0
12 0.000000 0.000000 0.000000 0
13 0.000000 0.000000 0.000000 0
14 0.000000 0.000000 0.000000 0
15 0.000000 0.000000 0.000000 0
16 0.000000 0.000000 0.000000 0
17 0.000000 0.000000 0.000000 0
18 0.000000 0.000000 0.000000 0
19 0.920942 0.895570 0.908079 10744
20 0.953743 0.863443 0.906350 9886
avg / total 0.936660 0.880175 0.907250 20630
Classification report for turbine 9, turbine category 18.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 18
11 0.000000 0.000000 0.000000 108
12 0.000000 0.000000 0.000000 108
13 0.000000 0.000000 0.000000 108
14 0.000000 0.000000 0.000000 108
15 0.011765 0.018519 0.014388 108
16 0.000000 0.000000 0.000000 108
17 0.026316 0.018519 0.021739 108
18 0.000000 0.000000 0.000000 108
19 0.932465 0.928625 0.930541 16028
20 0.927380 0.926882 0.927131 3720
avg / total 0.891881 0.888803 0.890331 20630
Classification report for turbine 9, turbine category 18.0
precision recall f1-score support
10 0.037037 0.083333 0.051282 12
11 0.000000 0.000000 0.000000 72
12 0.000000 0.000000 0.000000 72
13 0.000000 0.000000 0.000000 72
14 0.008621 0.013889 0.010638 72
15 0.005525 0.013889 0.007905 72
16 0.000000 0.000000 0.000000 72
17 0.000000 0.000000 0.000000 72
18 0.007143 0.013889 0.009434 72
19 0.951588 0.927655 0.939469 17375
20 0.905698 0.846269 0.874976 2667
avg / total 0.918629 0.890887 0.904482 20630
Classification report for turbine 9, turbine category 18.0
precision recall f1-score support
10 0.071429 0.083333 0.076923 12
11 0.010526 0.013889 0.011976 72
12 0.000000 0.000000 0.000000 72
13 0.000000 0.000000 0.000000 72
14 0.008065 0.013889 0.010204 72
15 0.000000 0.000000 0.000000 72
16 0.000000 0.000000 0.000000 72
17 0.000000 0.000000 0.000000 72
18 0.000000 0.000000 0.000000 72
19 0.957947 0.940014 0.948896 17254
20 0.926612 0.932927 0.929759 2788
avg / total 0.926515 0.912409 0.919386 20630
------------------------------------------------------------------------
Classification report for turbine 9, turbine category 19.0
precision recall f1-score support
19 0.986134 0.978509 0.982307 17589
20 0.881020 0.920421 0.900289 3041
avg / total 0.970640 0.969947 0.970217 20630
Classification report for turbine 9, turbine category 19.0
precision recall f1-score support
19 0.977351 0.951880 0.964447 10744
20 0.949144 0.976027 0.962398 9886
avg / total 0.963834 0.963451 0.963465 20630
Classification report for turbine 9, turbine category 19.0
precision recall f1-score support
19 0.990443 0.987512 0.988975 16896
20 0.944239 0.956883 0.950519 3734
avg / total 0.982080 0.981968 0.982015 20630
Classification report for turbine 9, turbine category 19.0
precision recall f1-score support
19 0.989849 0.989518 0.989684 17936
20 0.930370 0.932442 0.931405 2694
avg / total 0.982082 0.982065 0.982073 20630
Classification report for turbine 9, turbine category 19.0
precision recall f1-score support
19 0.992025 0.990800 0.991412 17827
20 0.941947 0.949340 0.945629 2803
avg / total 0.985221 0.985167 0.985192 20630
------------------------------------------------------------------------
Classification report for turbine 9, turbine category 20.0
precision recall f1-score support
19 0.968552 0.964808 0.966676 17589
20 0.800901 0.818810 0.809756 3041
avg / total 0.943839 0.943286 0.943545 20630
Classification report for turbine 9, turbine category 20.0
precision recall f1-score support
19 0.974807 0.950763 0.962635 10744
20 0.947887 0.973296 0.960423 9886
avg / total 0.961907 0.961561 0.961575 20630
Classification report for turbine 9, turbine category 20.0
precision recall f1-score support
19 0.989282 0.988814 0.989048 16896
20 0.949492 0.951527 0.950508 3734
avg / total 0.982080 0.982065 0.982072 20630
Classification report for turbine 9, turbine category 20.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 316
11 0.000000 0.000000 0.000000 432
12 0.000000 0.000000 0.000000 432
13 0.000000 0.000000 0.000000 424
14 0.000000 0.000000 0.000000 339
15 0.000000 0.000000 0.000000 288
16 0.000000 0.000000 0.000000 288
17 0.000000 0.000000 0.000000 280
18 0.000000 0.000000 0.000000 229
19 0.848446 0.988622 0.913186 15380
20 0.767811 0.936094 0.843642 2222
avg / total 0.715229 0.837857 0.771661 20630
Classification report for turbine 9, turbine category 20.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 0
11 0.000000 0.000000 0.000000 0
12 0.000000 0.000000 0.000000 0
13 0.000000 0.000000 0.000000 0
14 0.000000 0.000000 0.000000 0
15 0.000000 0.000000 0.000000 0
16 0.000000 0.000000 0.000000 0
17 0.000000 0.000000 0.000000 0
18 0.000000 0.000000 0.000000 0
19 0.988699 0.932406 0.959727 17827
20 0.933881 0.891902 0.912409 2803
avg / total 0.981251 0.926903 0.953298 20630
------------------------------------------------------------------------
Classification report for turbine 10, turbine category 2.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 0
11 0.000000 0.000000 0.000000 0
12 0.000000 0.000000 0.000000 0
13 0.000000 0.000000 0.000000 0
14 0.000000 0.000000 0.000000 0
15 0.000000 0.000000 0.000000 0
16 0.000000 0.000000 0.000000 0
17 0.000000 0.000000 0.000000 0
18 0.000000 0.000000 0.000000 0
19 0.982384 0.746439 0.848311 19798
20 0.668750 0.679531 0.674097 2047
avg / total 0.952995 0.740169 0.831986 21845
Classification report for turbine 10, turbine category 2.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 0
11 0.000000 0.000000 0.000000 0
12 0.000000 0.000000 0.000000 0
13 0.000000 0.000000 0.000000 0
14 0.000000 0.000000 0.000000 0
15 0.000000 0.000000 0.000000 0
16 0.000000 0.000000 0.000000 0
17 0.000000 0.000000 0.000000 0
18 0.000000 0.000000 0.000000 0
19 0.982420 0.951921 0.966930 18844
20 0.867470 0.719760 0.786742 3001
avg / total 0.966628 0.920027 0.942176 21845
Classification report for turbine 10, turbine category 2.0
precision recall f1-score support
10 0.084034 0.069930 0.076336 143
11 0.047619 0.041667 0.044444 72
12 0.000000 0.000000 0.000000 72
13 0.000000 0.000000 0.000000 38
14 0.000000 0.000000 0.000000 36
15 0.000000 0.000000 0.000000 36
16 0.000000 0.000000 0.000000 36
17 0.000000 0.000000 0.000000 36
18 0.000000 0.000000 0.000000 36
19 0.951998 0.953998 0.952997 14282
20 0.910205 0.894729 0.902401 7058
avg / total 0.917194 0.913390 0.915265 21845
Classification report for turbine 10, turbine category 2.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 0
11 0.000000 0.000000 0.000000 0
12 0.000000 0.000000 0.000000 0
13 0.000000 0.000000 0.000000 0
14 0.000000 0.000000 0.000000 0
15 0.000000 0.000000 0.000000 0
16 0.000000 0.000000 0.000000 0
17 0.000000 0.000000 0.000000 0
18 0.000000 0.000000 0.000000 0
19 0.996394 0.976672 0.986434 21219
20 0.720488 0.848243 0.779164 626
avg / total 0.988488 0.972992 0.980495 21845
Classification report for turbine 10, turbine category 2.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 0
11 0.000000 0.000000 0.000000 0
12 0.000000 0.000000 0.000000 0
13 0.000000 0.000000 0.000000 0
14 0.000000 0.000000 0.000000 0
15 0.000000 0.000000 0.000000 0
16 0.000000 0.000000 0.000000 0
17 0.000000 0.000000 0.000000 0
18 0.000000 0.000000 0.000000 0
19 0.997532 0.990389 0.993948 21225
20 0.825702 0.901613 0.861989 620
avg / total 0.992656 0.987869 0.990202 21845
------------------------------------------------------------------------
Classification report for turbine 10, turbine category 3.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 9
11 0.000000 0.000000 0.000000 36
12 0.000000 0.000000 0.000000 36
13 0.000000 0.000000 0.000000 36
14 0.000000 0.000000 0.000000 36
15 0.000000 0.000000 0.000000 36
16 0.000000 0.000000 0.000000 36
17 0.000000 0.000000 0.000000 36
18 0.000000 0.000000 0.000000 36
19 0.968601 0.967707 0.968154 19509
20 0.716653 0.827366 0.768040 2039
avg / total 0.931915 0.941451 0.936313 21845
Classification report for turbine 10, turbine category 3.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 8
11 0.000000 0.000000 0.000000 72
12 0.000000 0.000000 0.000000 72
13 0.000000 0.000000 0.000000 72
14 0.000000 0.000000 0.000000 47
15 0.000000 0.000000 0.000000 36
16 0.000000 0.000000 0.000000 36
17 0.000000 0.000000 0.000000 36
18 0.000000 0.000000 0.000000 36
19 0.953969 0.984756 0.969118 18499
20 0.884842 0.820539 0.851478 2931
avg / total 0.926571 0.944015 0.934923 21845
Classification report for turbine 10, turbine category 3.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 74
11 0.000000 0.000000 0.000000 36
12 0.000000 0.000000 0.000000 36
13 0.000000 0.000000 0.000000 36
14 0.000000 0.000000 0.000000 36
15 0.000000 0.000000 0.000000 36
16 0.000000 0.000000 0.000000 36
17 0.000000 0.000000 0.000000 36
18 0.000000 0.000000 0.000000 36
19 0.915408 0.951831 0.933264 14200
20 0.926725 0.866539 0.895622 7283
avg / total 0.904012 0.907622 0.905249 21845
Classification report for turbine 10, turbine category 3.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 0
11 0.000000 0.000000 0.000000 0
12 0.000000 0.000000 0.000000 0
13 0.000000 0.000000 0.000000 0
14 0.000000 0.000000 0.000000 0
15 0.000000 0.000000 0.000000 0
16 0.000000 0.000000 0.000000 0
17 0.000000 0.000000 0.000000 0
18 0.000000 0.000000 0.000000 0
19 0.995671 0.975588 0.985527 21219
20 0.693122 0.837061 0.758321 626
avg / total 0.987001 0.971618 0.979016 21845
Classification report for turbine 10, turbine category 3.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 0
11 0.000000 0.000000 0.000000 0
12 0.000000 0.000000 0.000000 0
13 0.000000 0.000000 0.000000 0
14 0.000000 0.000000 0.000000 0
15 0.000000 0.000000 0.000000 0
16 0.000000 0.000000 0.000000 0
17 0.000000 0.000000 0.000000 0
18 0.000000 0.000000 0.000000 0
19 0.997992 0.983604 0.990746 21225
20 0.811533 0.930645 0.867017 620
avg / total 0.992700 0.982101 0.987234 21845
------------------------------------------------------------------------
Classification report for turbine 10, turbine category 4.0
precision recall f1-score support
19 0.981324 0.905041 0.941640 19798
20 0.475739 0.833415 0.605716 2047
avg / total 0.933948 0.898329 0.910162 21845
Classification report for turbine 10, turbine category 4.0
precision recall f1-score support
19 0.989234 0.989864 0.989549 18844
20 0.936099 0.932356 0.934224 3001
avg / total 0.981935 0.981964 0.981949 21845
Classification report for turbine 10, turbine category 4.0
precision recall f1-score support
19 0.978738 0.970471 0.974587 14562
20 0.941939 0.957847 0.949826 7283
avg / total 0.966470 0.966262 0.966332 21845
Classification report for turbine 10, turbine category 4.0
precision recall f1-score support
19 0.995830 0.990292 0.993053 21219
20 0.723118 0.859425 0.785401 626
avg / total 0.988015 0.986542 0.987102 21845
Classification report for turbine 10, turbine category 4.0
precision recall f1-score support
19 0.998202 0.993828 0.996010 21225
20 0.816269 0.938710 0.873218 620
avg / total 0.993038 0.992264 0.992525 21845
------------------------------------------------------------------------
Classification report for turbine 10, turbine category 5.0
precision recall f1-score support
10 0.024390 0.002037 0.003759 491
11 0.028369 0.007782 0.012214 514
12 0.000000 0.000000 0.000000 375
13 0.025641 0.009934 0.014320 302
14 0.050000 0.007547 0.013115 265
15 0.033333 0.003968 0.007092 252
16 0.039216 0.007937 0.013201 252
17 0.011696 0.007937 0.009456 252
18 0.027778 0.007937 0.012346 252
19 0.854027 0.926584 0.888827 17326
20 0.477963 0.714194 0.572674 1564
avg / total 0.715046 0.786816 0.747174 21845
Classification report for turbine 10, turbine category 5.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 0
11 0.000000 0.000000 0.000000 0
12 0.000000 0.000000 0.000000 0
13 0.000000 0.000000 0.000000 0
14 0.000000 0.000000 0.000000 0
15 0.000000 0.000000 0.000000 0
16 0.000000 0.000000 0.000000 0
17 0.000000 0.000000 0.000000 0
18 0.000000 0.000000 0.000000 0
19 0.975437 0.952558 0.963862 18844
20 0.902319 0.791070 0.843040 3001
avg / total 0.965393 0.930373 0.947264 21845
Classification report for turbine 10, turbine category 5.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 7
11 0.000000 0.000000 0.000000 36
12 0.000000 0.000000 0.000000 36
13 0.000000 0.000000 0.000000 36
14 0.000000 0.000000 0.000000 36
15 0.000000 0.000000 0.000000 36
16 0.000000 0.000000 0.000000 36
17 0.000000 0.000000 0.000000 36
18 0.000000 0.000000 0.000000 36
19 0.963195 0.936944 0.949888 14273
20 0.945853 0.943383 0.944616 7277
avg / total 0.944411 0.926436 0.935305 21845
Classification report for turbine 10, turbine category 5.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 0
11 0.000000 0.000000 0.000000 0
12 0.000000 0.000000 0.000000 0
13 0.000000 0.000000 0.000000 0
14 0.000000 0.000000 0.000000 0
15 0.000000 0.000000 0.000000 0
16 0.000000 0.000000 0.000000 0
17 0.000000 0.000000 0.000000 0
18 0.000000 0.000000 0.000000 0
19 0.996214 0.979735 0.987906 21219
20 0.697174 0.827476 0.756757 626
avg / total 0.987645 0.975372 0.981282 21845
Classification report for turbine 10, turbine category 5.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 0
11 0.000000 0.000000 0.000000 0
12 0.000000 0.000000 0.000000 0
13 0.000000 0.000000 0.000000 0
14 0.000000 0.000000 0.000000 0
15 0.000000 0.000000 0.000000 0
16 0.000000 0.000000 0.000000 0
17 0.000000 0.000000 0.000000 0
18 0.000000 0.000000 0.000000 0
19 0.997859 0.988316 0.993065 21225
20 0.755039 0.785484 0.769960 620
avg / total 0.990968 0.982559 0.986733 21845
------------------------------------------------------------------------
Classification report for turbine 10, turbine category 6.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 32
11 0.000000 0.000000 0.000000 72
12 0.000000 0.000000 0.000000 72
13 0.000000 0.000000 0.000000 43
14 0.000000 0.000000 0.000000 36
15 0.000000 0.000000 0.000000 36
16 0.000000 0.000000 0.000000 36
17 0.002370 0.027778 0.004367 36
18 0.002532 0.027778 0.004640 36
19 0.955927 0.780409 0.859297 19427
20 0.630947 0.676573 0.652964 2019
avg / total 0.908439 0.756649 0.824546 21845
Classification report for turbine 10, turbine category 6.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 0
11 0.000000 0.000000 0.000000 0
12 0.000000 0.000000 0.000000 0
13 0.000000 0.000000 0.000000 0
14 0.000000 0.000000 0.000000 0
15 0.000000 0.000000 0.000000 0
16 0.000000 0.000000 0.000000 0
17 0.000000 0.000000 0.000000 0
18 0.000000 0.000000 0.000000 0
19 0.985536 0.965400 0.975364 18844
20 0.871392 0.794735 0.831300 3001
avg / total 0.969855 0.941955 0.955573 21845
Classification report for turbine 10, turbine category 6.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 25
11 0.000000 0.000000 0.000000 72
12 0.000000 0.000000 0.000000 72
13 0.027778 0.013889 0.018519 72
14 0.000000 0.000000 0.000000 72
15 0.000000 0.000000 0.000000 72
16 0.000000 0.000000 0.000000 72
17 0.000000 0.000000 0.000000 72
18 0.000000 0.000000 0.000000 72
19 0.938604 0.968746 0.953437 13982
20 0.941905 0.942165 0.942035 7262
avg / total 0.913970 0.933303 0.923477 21845
Classification report for turbine 10, turbine category 6.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 0
11 0.000000 0.000000 0.000000 0
12 0.000000 0.000000 0.000000 0
13 0.000000 0.000000 0.000000 0
14 0.000000 0.000000 0.000000 0
15 0.000000 0.000000 0.000000 0
16 0.000000 0.000000 0.000000 0
17 0.000000 0.000000 0.000000 0
18 0.000000 0.000000 0.000000 0
19 0.996100 0.974881 0.985376 21219
20 0.722071 0.846645 0.779412 626
avg / total 0.988247 0.971206 0.979474 21845
Classification report for turbine 10, turbine category 6.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 15
11 0.000000 0.000000 0.000000 36
12 0.000000 0.000000 0.000000 36
13 0.000000 0.000000 0.000000 36
14 0.000000 0.000000 0.000000 36
15 0.000000 0.000000 0.000000 36
16 0.000000 0.000000 0.000000 36
17 0.000000 0.000000 0.000000 36
18 0.000000 0.000000 0.000000 36
19 0.984366 0.986294 0.985329 20939
20 0.786567 0.873964 0.827965 603
avg / total 0.965253 0.969512 0.967318 21845
------------------------------------------------------------------------
Classification report for turbine 10, turbine category 7.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 0
11 0.000000 0.000000 0.000000 0
12 0.000000 0.000000 0.000000 0
13 0.000000 0.000000 0.000000 0
14 0.000000 0.000000 0.000000 0
15 0.000000 0.000000 0.000000 0
16 0.000000 0.000000 0.000000 0
17 0.000000 0.000000 0.000000 0
18 0.000000 0.000000 0.000000 0
19 0.981842 0.898576 0.938365 19798
20 0.570470 0.788959 0.662157 2047
avg / total 0.943294 0.888304 0.912483 21845
Classification report for turbine 10, turbine category 7.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 0
11 0.000000 0.000000 0.000000 0
12 0.000000 0.000000 0.000000 0
13 0.000000 0.000000 0.000000 0
14 0.000000 0.000000 0.000000 0
15 0.000000 0.000000 0.000000 0
16 0.000000 0.000000 0.000000 0
17 0.000000 0.000000 0.000000 0
18 0.000000 0.000000 0.000000 0
19 0.980543 0.978826 0.979684 18844
20 0.907354 0.838720 0.871688 3001
avg / total 0.970489 0.959579 0.964848 21845
Classification report for turbine 10, turbine category 7.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 0
11 0.000000 0.000000 0.000000 0
12 0.000000 0.000000 0.000000 0
13 0.000000 0.000000 0.000000 0
14 0.000000 0.000000 0.000000 0
15 0.000000 0.000000 0.000000 0
16 0.000000 0.000000 0.000000 0
17 0.000000 0.000000 0.000000 0
18 0.000000 0.000000 0.000000 0
19 0.967069 0.961956 0.964506 14562
20 0.932070 0.877935 0.904193 7283
avg / total 0.955401 0.933944 0.944398 21845
Classification report for turbine 10, turbine category 7.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 154
11 0.000000 0.000000 0.000000 224
12 0.000000 0.000000 0.000000 198
13 0.000000 0.000000 0.000000 168
14 0.000000 0.000000 0.000000 138
15 0.000000 0.000000 0.000000 108
16 0.000000 0.000000 0.000000 108
17 0.000000 0.000000 0.000000 108
18 0.000000 0.000000 0.000000 108
19 0.937803 0.987492 0.962006 19987
20 0.642366 0.858456 0.734854 544
avg / total 0.874036 0.924880 0.898484 21845
Classification report for turbine 10, turbine category 7.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 23
11 0.000000 0.000000 0.000000 72
12 0.000000 0.000000 0.000000 72
13 0.009434 0.013889 0.011236 72
14 0.000000 0.000000 0.000000 72
15 0.000000 0.000000 0.000000 72
16 0.000000 0.000000 0.000000 72
17 0.000000 0.000000 0.000000 72
18 0.000000 0.000000 0.000000 72
19 0.972422 0.954420 0.963337 20689
20 0.734663 0.859964 0.792390 557
avg / total 0.939726 0.925887 0.932600 21845
------------------------------------------------------------------------
Classification report for turbine 10, turbine category 8.0
precision recall f1-score support
10 0.027027 0.023810 0.025316 42
11 0.057377 0.048611 0.052632 144
12 0.000000 0.000000 0.000000 144
13 0.003509 0.013889 0.005602 144
14 0.041534 0.090278 0.056893 144
15 0.000000 0.000000 0.000000 144
16 0.000000 0.000000 0.000000 144
17 0.008000 0.013889 0.010152 144
18 0.010526 0.006944 0.008368 144
19 0.937883 0.879745 0.907884 18810
20 0.653649 0.763715 0.704409 1841
avg / total 0.863515 0.823072 0.842043 21845
Classification report for turbine 10, turbine category 8.0
precision recall f1-score support
10 0.462222 0.304094 0.366843 342
11 0.000000 0.000000 0.000000 83
12 0.006873 0.027778 0.011019 72
13 0.022222 0.097222 0.036176 72
14 0.000000 0.000000 0.000000 72
15 0.000000 0.000000 0.000000 72
16 0.000000 0.000000 0.000000 72
17 0.000000 0.000000 0.000000 72
18 0.000000 0.000000 0.000000 72
19 0.949635 0.930718 0.940081 18172
20 0.761421 0.655977 0.704777 2744
avg / total 0.892940 0.861799 0.876444 21845
Classification report for turbine 10, turbine category 8.0
precision recall f1-score support
10 0.079545 0.022013 0.034483 636
11 0.000000 0.000000 0.000000 95
12 0.000000 0.000000 0.000000 45
13 0.000000 0.000000 0.000000 36
14 0.000000 0.000000 0.000000 36
15 0.000000 0.000000 0.000000 36
16 0.000000 0.000000 0.000000 36
17 0.000000 0.000000 0.000000 36
18 0.000000 0.000000 0.000000 36
19 0.938428 0.917072 0.927627 14193
20 0.864164 0.871171 0.867654 6660
avg / total 0.875488 0.862074 0.868222 21845
Classification report for turbine 10, turbine category 8.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 10
11 0.036585 0.053571 0.043478 56
12 0.000000 0.000000 0.000000 36
13 0.000000 0.000000 0.000000 36
14 0.000000 0.000000 0.000000 36
15 0.000000 0.000000 0.000000 36
16 0.000000 0.000000 0.000000 36
17 0.000000 0.000000 0.000000 43
18 0.000000 0.000000 0.000000 72
19 0.981677 0.968300 0.974943 20915
20 0.657593 0.806678 0.724546 569
avg / total 0.957107 0.948226 0.952421 21845
Classification report for turbine 10, turbine category 8.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 85
11 0.008621 0.005556 0.006757 180
12 0.021739 0.005556 0.008850 180
13 0.000000 0.000000 0.000000 180
14 0.018868 0.005556 0.008584 180
15 0.014925 0.005556 0.008097 180
16 0.011494 0.005556 0.007491 180
17 0.021739 0.011561 0.015094 173
18 0.000000 0.000000 0.000000 144
19 0.935957 0.966725 0.951092 19925
20 0.495948 0.698630 0.580095 438
avg / total 0.864434 0.896086 0.879577 21845
------------------------------------------------------------------------
Classification report for turbine 10, turbine category 9.0
precision recall f1-score support
19 0.984699 0.952419 0.968290 19798
20 0.650593 0.856864 0.739616 2047
avg / total 0.953391 0.943465 0.946862 21845
Classification report for turbine 10, turbine category 9.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 63
11 0.000000 0.000000 0.000000 99
12 0.000000 0.000000 0.000000 72
13 0.000000 0.000000 0.000000 51
14 0.000000 0.000000 0.000000 36
15 0.000000 0.000000 0.000000 36
16 0.000000 0.000000 0.000000 36
17 0.000000 0.000000 0.000000 36
18 0.000000 0.000000 0.000000 36
19 0.967154 0.989217 0.978061 18455
20 0.909060 0.922735 0.915847 2925
avg / total 0.938788 0.959258 0.948911 21845
Classification report for turbine 10, turbine category 9.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 0
11 0.000000 0.000000 0.000000 0
12 0.000000 0.000000 0.000000 0
13 0.000000 0.000000 0.000000 0
14 0.000000 0.000000 0.000000 0
15 0.000000 0.000000 0.000000 0
16 0.000000 0.000000 0.000000 0
17 0.000000 0.000000 0.000000 0
19 0.977032 0.964016 0.970480 14562
20 0.948153 0.951668 0.949907 7283
avg / total 0.967404 0.959899 0.963622 21845
Classification report for turbine 10, turbine category 9.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 0
11 0.000000 0.000000 0.000000 0
12 0.000000 0.000000 0.000000 0
13 0.000000 0.000000 0.000000 0
14 0.000000 0.000000 0.000000 0
15 0.000000 0.000000 0.000000 0
16 0.000000 0.000000 0.000000 0
17 0.000000 0.000000 0.000000 0
18 0.000000 0.000000 0.000000 0
19 0.995691 0.980065 0.987816 21219
20 0.707880 0.832268 0.765051 626
avg / total 0.987443 0.975830 0.981433 21845
Classification report for turbine 10, turbine category 9.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 0
11 0.000000 0.000000 0.000000 0
12 0.000000 0.000000 0.000000 0
13 0.000000 0.000000 0.000000 0
14 0.000000 0.000000 0.000000 0
15 0.000000 0.000000 0.000000 0
16 0.000000 0.000000 0.000000 0
17 0.000000 0.000000 0.000000 0
18 0.000000 0.000000 0.000000 0
19 0.997436 0.989729 0.993568 21225
20 0.827485 0.912903 0.868098 620
avg / total 0.992613 0.987549 0.990007 21845
------------------------------------------------------------------------
Classification report for turbine 10, turbine category 10.0
precision recall f1-score support
10 0.098958 0.256757 0.142857 222
11 0.066298 0.108499 0.082305 553
12 0.048135 0.074074 0.058352 540
13 0.027858 0.053903 0.036732 538
14 0.017691 0.037698 0.024081 504
15 0.008264 0.015873 0.010870 504
16 0.023991 0.046122 0.031564 477
17 0.017241 0.021368 0.019084 468
18 0.020325 0.032051 0.024876 468
19 0.792655 0.650224 0.714410 15833
20 0.534637 0.377445 0.442496 1738
avg / total 0.623530 0.513207 0.561321 21845
Classification report for turbine 10, turbine category 10.0
precision recall f1-score support
10 0.012442 0.055172 0.020305 145
11 0.033101 0.074219 0.045783 256
12 0.019920 0.039683 0.026525 252
13 0.007317 0.011905 0.009063 252
14 0.000000 0.000000 0.000000 252
15 0.013283 0.027778 0.017972 252
16 0.003774 0.003968 0.003868 252
17 0.030588 0.052846 0.038748 246
18 0.000000 0.000000 0.000000 216
19 0.897326 0.837730 0.866504 16984
20 0.807711 0.604456 0.691456 2738
avg / total 0.800213 0.729870 0.762123 21845
Classification report for turbine 10, turbine category 10.0
precision recall f1-score support
10 0.072025 0.450980 0.124212 153
11 0.011194 0.025862 0.015625 116
12 0.000000 0.000000 0.000000 108
13 0.006173 0.009259 0.007407 108
14 0.002268 0.009259 0.003643 108
15 0.002674 0.009259 0.004149 108
16 0.000000 0.000000 0.000000 108
17 0.011494 0.018519 0.014184 108
18 0.004202 0.009259 0.005780 108
19 0.912659 0.851557 0.881050 13682
20 0.945261 0.810451 0.872681 7138
avg / total 0.881185 0.801740 0.838102 21845
Classification report for turbine 10, turbine category 10.0
precision recall f1-score support
10 0.606838 0.645455 0.625551 110
11 0.044444 0.083333 0.057971 144
12 0.007491 0.016129 0.010230 124
13 0.004167 0.009259 0.005747 108
14 0.014124 0.046296 0.021645 108
15 0.008511 0.018519 0.011662 108
16 0.003534 0.009259 0.005115 108
17 0.000000 0.000000 0.000000 84
18 0.018382 0.069444 0.029070 72
19 0.958706 0.893525 0.924969 20371
20 0.649123 0.728346 0.686456 508
avg / total 0.912714 0.854704 0.882424 21845
Classification report for turbine 10, turbine category 10.0
precision recall f1-score support
10 0.007812 0.021739 0.011494 46
11 0.002976 0.013889 0.004902 72
12 0.004049 0.013889 0.006270 72
13 0.005155 0.013889 0.007519 72
14 0.003937 0.013889 0.006135 72
15 0.004405 0.013889 0.006689 72
16 0.000000 0.000000 0.000000 72
17 0.000000 0.000000 0.000000 72
18 0.000000 0.000000 0.000000 72
19 0.973467 0.903607 0.937237 20707
20 0.677632 0.798450 0.733096 516
avg / total 0.938845 0.875669 0.905857 21845
------------------------------------------------------------------------
Classification report for turbine 10, turbine category 11.0
precision recall f1-score support
10 0.706579 0.710317 0.708443 756
11 0.000000 0.000000 0.000000 72
12 0.030303 0.069444 0.042194 72
13 0.004587 0.013889 0.006897 72
14 0.008811 0.027778 0.013378 72
15 0.006849 0.041667 0.011765 72
16 0.006270 0.027778 0.010230 72
17 0.000000 0.000000 0.000000 72
18 0.003030 0.013889 0.004975 72
19 0.952282 0.838715 0.891898 19202
20 0.521003 0.633867 0.571920 1311
avg / total 0.892984 0.800504 0.843124 21845
Classification report for turbine 10, turbine category 11.0
precision recall f1-score support
10 0.817708 0.524791 0.639294 1795
11 0.081218 0.141593 0.103226 339
12 0.015660 0.023810 0.018893 294
13 0.007299 0.003472 0.004706 288
14 0.029126 0.010417 0.015345 288
15 0.024691 0.013889 0.017778 288
16 0.016949 0.003472 0.005764 288
17 0.019608 0.003472 0.005900 288
18 0.000000 0.000000 0.000000 288
19 0.868758 0.926514 0.896707 16561
20 0.528582 0.664007 0.588605 1128
avg / total 0.755861 0.782788 0.765239 21845
Classification report for turbine 10, turbine category 11.0
precision recall f1-score support
10 0.001974 0.069767 0.003839 86
11 0.001669 0.013889 0.002981 72
12 0.000000 0.000000 0.000000 72
13 0.000000 0.000000 0.000000 72
14 0.000000 0.000000 0.000000 72
15 0.019417 0.027778 0.022857 72
16 0.000000 0.000000 0.000000 72
17 0.000000 0.000000 0.000000 72
18 0.000000 0.000000 0.000000 72
19 0.916605 0.869921 0.892653 14176
20 0.870922 0.438133 0.582985 7007
avg / total 0.874252 0.705470 0.766373 21845
Classification report for turbine 10, turbine category 11.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 0
11 0.000000 0.000000 0.000000 0
12 0.000000 0.000000 0.000000 0
13 0.000000 0.000000 0.000000 0
14 0.000000 0.000000 0.000000 0
15 0.000000 0.000000 0.000000 0
16 0.000000 0.000000 0.000000 0
17 0.000000 0.000000 0.000000 0
18 0.000000 0.000000 0.000000 0
19 0.994643 0.918799 0.955218 21219
20 0.670279 0.691693 0.680818 626
avg / total 0.985348 0.912291 0.947355 21845
Classification report for turbine 10, turbine category 11.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 5
11 0.006944 0.027778 0.011111 36
12 0.000000 0.000000 0.000000 36
13 0.000000 0.000000 0.000000 36
14 0.000000 0.000000 0.000000 36
15 0.000000 0.000000 0.000000 36
16 0.000000 0.000000 0.000000 36
17 0.000000 0.000000 0.000000 36
18 0.000000 0.000000 0.000000 36
19 0.983903 0.954717 0.969090 20935
20 0.736031 0.619125 0.672535 617
avg / total 0.963716 0.932479 0.947734 21845
------------------------------------------------------------------------
Classification report for turbine 10, turbine category 16.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 0
11 0.000000 0.000000 0.000000 0
12 0.000000 0.000000 0.000000 0
13 0.000000 0.000000 0.000000 0
14 0.000000 0.000000 0.000000 0
15 0.000000 0.000000 0.000000 0
16 0.000000 0.000000 0.000000 0
17 0.000000 0.000000 0.000000 0
18 0.000000 0.000000 0.000000 0
19 0.980484 0.951611 0.965832 19798
20 0.696855 0.811920 0.750000 2047
avg / total 0.953906 0.938521 0.945607 21845
Classification report for turbine 10, turbine category 16.0
precision recall f1-score support
11 0.000000 0.000000 0.000000 0
12 0.000000 0.000000 0.000000 0
13 0.000000 0.000000 0.000000 0
14 0.000000 0.000000 0.000000 0
19 0.978747 0.982435 0.980587 18844
20 0.904679 0.863379 0.883546 3001
avg / total 0.968572 0.966079 0.967256 21845
Classification report for turbine 10, turbine category 16.0
precision recall f1-score support
12 0.000000 0.000000 0.000000 0
13 0.000000 0.000000 0.000000 0
14 0.000000 0.000000 0.000000 0
19 0.976895 0.972669 0.974777 14562
20 0.946981 0.954002 0.950479 7283
avg / total 0.966922 0.966445 0.966676 21845
Classification report for turbine 10, turbine category 16.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 0
11 0.000000 0.000000 0.000000 0
12 0.000000 0.000000 0.000000 0
13 0.000000 0.000000 0.000000 0
19 0.995921 0.989585 0.992743 21219
20 0.719839 0.857827 0.782799 626
avg / total 0.988010 0.985809 0.986727 21845
Classification report for turbine 10, turbine category 16.0
precision recall f1-score support
12 0.000000 0.000000 0.000000 0
13 0.000000 0.000000 0.000000 0
19 0.998108 0.994111 0.996105 21225
20 0.829757 0.935484 0.879454 620
avg / total 0.993330 0.992447 0.992795 21845
------------------------------------------------------------------------
Classification report for turbine 10, turbine category 18.0
precision recall f1-score support
10 0.230769 0.048387 0.080000 62
11 0.000000 0.000000 0.000000 360
12 0.000000 0.000000 0.000000 360
13 0.000000 0.000000 0.000000 360
14 0.080000 0.005556 0.010390 360
15 0.000000 0.000000 0.000000 360
16 0.052632 0.002959 0.005602 338
17 0.000000 0.000000 0.000000 324
18 0.000000 0.000000 0.000000 324
19 0.856370 0.949479 0.900524 17181
20 0.568250 0.829846 0.674575 1816
avg / total 0.723559 0.816022 0.764822 21845
Classification report for turbine 10, turbine category 18.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 11
11 0.014388 0.083333 0.024540 72
12 0.000000 0.000000 0.000000 72
13 0.002933 0.013889 0.004843 72
14 0.003077 0.013889 0.005038 72
15 0.003195 0.013889 0.005195 72
16 0.000000 0.000000 0.000000 72
17 0.000000 0.000000 0.000000 72
18 0.000000 0.000000 0.000000 72
19 0.944365 0.861365 0.900957 18307
20 0.877574 0.779736 0.825767 2951
avg / total 0.910044 0.827604 0.866721 21845
Classification report for turbine 10, turbine category 18.0
precision recall f1-score support
10 0.010870 0.083333 0.019231 24
11 0.017794 0.034722 0.023529 144
12 0.034483 0.027778 0.030769 144
13 0.007905 0.013889 0.010076 144
14 0.005556 0.013889 0.007937 144
15 0.000000 0.000000 0.000000 144
16 0.000000 0.000000 0.000000 144
17 0.006211 0.006944 0.006557 144
18 0.010526 0.006944 0.008368 144
19 0.900101 0.852794 0.875809 13566
20 0.928978 0.826834 0.874935 7103
avg / total 0.861590 0.799222 0.828973 21845
Classification report for turbine 10, turbine category 18.0
precision recall f1-score support
10 0.040000 0.058824 0.047619 17
11 0.003311 0.009259 0.004878 108
12 0.000000 0.000000 0.000000 108
13 0.004484 0.009259 0.006042 108
14 0.005236 0.009259 0.006689 108
15 0.000000 0.000000 0.000000 108
16 0.022422 0.046296 0.030211 108
17 0.004926 0.009259 0.006431 108
18 0.000000 0.000000 0.000000 108
19 0.955662 0.909783 0.932159 20351
20 0.698895 0.825449 0.756918 613
avg / total 0.910146 0.871183 0.889953 21845
Classification report for turbine 10, turbine category 18.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 24
11 0.009709 0.027778 0.014388 144
12 0.003289 0.006944 0.004464 144
13 0.000000 0.000000 0.000000 144
14 0.019608 0.027778 0.022989 144
15 0.000000 0.000000 0.000000 144
16 0.011111 0.020833 0.014493 144
17 0.000000 0.000000 0.000000 144
18 0.011765 0.013889 0.012739 144
19 0.942981 0.902787 0.922446 20059
20 0.786364 0.850820 0.817323 610
avg / total 0.888209 0.853376 0.870307 21845
------------------------------------------------------------------------
Classification report for turbine 10, turbine category 19.0
precision recall f1-score support
19 0.982621 0.971007 0.976780 19798
20 0.748356 0.833903 0.788817 2047
avg / total 0.960669 0.958160 0.959166 21845
Classification report for turbine 10, turbine category 19.0
precision recall f1-score support
19 0.988761 0.989758 0.989259 18844
20 0.935278 0.929357 0.932308 3001
avg / total 0.981414 0.981460 0.981436 21845
Classification report for turbine 10, turbine category 19.0
precision recall f1-score support
19 0.983190 0.976034 0.979599 14562
20 0.952768 0.966635 0.959651 7283
avg / total 0.973048 0.972900 0.972948 21845
Classification report for turbine 10, turbine category 19.0
precision recall f1-score support
19 0.996395 0.989820 0.993097 21219
20 0.718016 0.878594 0.790230 626
avg / total 0.988417 0.986633 0.987283 21845
Classification report for turbine 10, turbine category 19.0
precision recall f1-score support
19 0.998296 0.993781 0.996033 21225
20 0.815642 0.941935 0.874251 620
avg / total 0.993112 0.992309 0.992577 21845
------------------------------------------------------------------------
Classification report for turbine 10, turbine category 20.0
precision recall f1-score support
19 0.981222 0.968633 0.974887 19798
20 0.730117 0.820713 0.772769 2047
avg / total 0.957692 0.954772 0.955947 21845
Classification report for turbine 10, turbine category 20.0
precision recall f1-score support
19 0.984856 0.986999 0.985926 18844
20 0.917230 0.904698 0.910921 3001
avg / total 0.975565 0.975692 0.975622 21845
Classification report for turbine 10, turbine category 20.0
precision recall f1-score support
19 0.984231 0.977270 0.980738 14562
20 0.955185 0.968694 0.961892 7283
avg / total 0.974548 0.974411 0.974455 21845
Classification report for turbine 10, turbine category 20.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 13
11 0.000000 0.000000 0.000000 36
12 0.000000 0.000000 0.000000 36
13 0.000000 0.000000 0.000000 36
14 0.000000 0.000000 0.000000 36
15 0.000000 0.000000 0.000000 36
16 0.000000 0.000000 0.000000 36
17 0.000000 0.000000 0.000000 36
18 0.000000 0.000000 0.000000 36
19 0.984275 0.991649 0.987948 20956
20 0.710383 0.884354 0.787879 588
avg / total 0.963341 0.975097 0.968950 21845
Classification report for turbine 10, turbine category 20.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 6
11 0.000000 0.000000 0.000000 36
12 0.000000 0.000000 0.000000 36
13 0.000000 0.000000 0.000000 36
14 0.000000 0.000000 0.000000 36
15 0.000000 0.000000 0.000000 36
16 0.000000 0.000000 0.000000 36
17 0.000000 0.000000 0.000000 36
18 0.000000 0.000000 0.000000 36
19 0.987952 0.986825 0.987388 21024
20 0.714939 0.889943 0.792899 527
avg / total 0.968070 0.971206 0.969407 21845
------------------------------------------------------------------------
Classification report for turbine 11, turbine category 2.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 4
11 0.000000 0.000000 0.000000 36
12 0.000000 0.000000 0.000000 36
13 0.000000 0.000000 0.000000 36
14 0.000000 0.000000 0.000000 36
15 0.000000 0.000000 0.000000 36
16 0.000000 0.000000 0.000000 36
17 0.000000 0.000000 0.000000 36
18 0.000000 0.000000 0.000000 36
19 0.975108 0.989869 0.982433 16582
20 0.893055 0.902365 0.897686 3933
avg / total 0.945914 0.959437 0.952627 20807
Classification report for turbine 11, turbine category 2.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 26
11 0.000000 0.000000 0.000000 36
12 0.000000 0.000000 0.000000 36
13 0.000000 0.000000 0.000000 36
14 0.000000 0.000000 0.000000 36
15 0.000000 0.000000 0.000000 36
16 0.000000 0.000000 0.000000 36
17 0.000000 0.000000 0.000000 36
18 0.000000 0.000000 0.000000 36
19 0.966258 0.815622 0.884573 18538
20 0.275335 0.672634 0.390729 1955
avg / total 0.886758 0.789878 0.824823 20807
Classification report for turbine 11, turbine category 2.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 0
11 0.000000 0.000000 0.000000 0
12 0.000000 0.000000 0.000000 0
13 0.000000 0.000000 0.000000 0
14 0.000000 0.000000 0.000000 0
15 0.000000 0.000000 0.000000 0
16 0.000000 0.000000 0.000000 0
17 0.000000 0.000000 0.000000 0
18 0.000000 0.000000 0.000000 0
19 0.954202 0.972512 0.963270 13497
20 0.957653 0.770315 0.853829 7310
avg / total 0.955414 0.901475 0.924821 20807
Classification report for turbine 11, turbine category 2.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 12
11 0.000000 0.000000 0.000000 36
12 0.000000 0.000000 0.000000 36
13 0.000000 0.000000 0.000000 36
14 0.000000 0.000000 0.000000 36
15 0.000000 0.000000 0.000000 36
16 0.000000 0.000000 0.000000 36
17 0.000000 0.000000 0.000000 36
18 0.000000 0.000000 0.000000 36
19 0.962208 0.981028 0.971527 18712
20 0.794723 0.688022 0.737534 1795
avg / total 0.933886 0.941606 0.937333 20807
Classification report for turbine 11, turbine category 2.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 0
11 0.000000 0.000000 0.000000 0
12 0.000000 0.000000 0.000000 0
13 0.000000 0.000000 0.000000 0
14 0.000000 0.000000 0.000000 0
15 0.000000 0.000000 0.000000 0
16 0.000000 0.000000 0.000000 0
17 0.000000 0.000000 0.000000 0
18 0.000000 0.000000 0.000000 0
19 0.988897 0.987702 0.988299 19027
20 0.917668 0.857865 0.886760 1780
avg / total 0.982804 0.976594 0.979613 20807
------------------------------------------------------------------------
Classification report for turbine 11, turbine category 3.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 0
11 0.000000 0.000000 0.000000 0
12 0.000000 0.000000 0.000000 0
13 0.000000 0.000000 0.000000 0
14 0.000000 0.000000 0.000000 0
15 0.000000 0.000000 0.000000 0
16 0.000000 0.000000 0.000000 0
17 0.000000 0.000000 0.000000 0
18 0.000000 0.000000 0.000000 0
19 0.968789 0.924685 0.946223 16650
20 0.945868 0.870099 0.906403 4157
avg / total 0.964210 0.913779 0.938268 20807
Classification report for turbine 11, turbine category 3.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 0
11 0.000000 0.000000 0.000000 0
12 0.000000 0.000000 0.000000 0
13 0.000000 0.000000 0.000000 0
14 0.000000 0.000000 0.000000 0
15 0.000000 0.000000 0.000000 0
16 0.000000 0.000000 0.000000 0
17 0.000000 0.000000 0.000000 0
18 0.000000 0.000000 0.000000 0
19 0.971176 0.964767 0.967961 18789
20 0.764737 0.707136 0.734809 2018
avg / total 0.951154 0.939780 0.945348 20807
Classification report for turbine 11, turbine category 3.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 4
11 0.000000 0.000000 0.000000 36
12 0.000000 0.000000 0.000000 36
13 0.000000 0.000000 0.000000 36
14 0.000000 0.000000 0.000000 36
15 0.000000 0.000000 0.000000 36
16 0.000000 0.000000 0.000000 36
17 0.000000 0.000000 0.000000 36
18 0.000000 0.000000 0.000000 36
19 0.934000 0.950434 0.942146 13356
20 0.941124 0.881967 0.910586 7159
avg / total 0.923344 0.913539 0.918065 20807
Classification report for turbine 11, turbine category 3.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 0
11 0.000000 0.000000 0.000000 0
12 0.000000 0.000000 0.000000 0
13 0.000000 0.000000 0.000000 0
14 0.000000 0.000000 0.000000 0
15 0.000000 0.000000 0.000000 0
16 0.000000 0.000000 0.000000 0
17 0.000000 0.000000 0.000000 0
18 0.000000 0.000000 0.000000 0
19 0.973919 0.976892 0.975403 18998
20 0.824134 0.709784 0.762697 1809
avg / total 0.960896 0.953669 0.956910 20807
Classification report for turbine 11, turbine category 3.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 0
11 0.000000 0.000000 0.000000 0
12 0.000000 0.000000 0.000000 0
13 0.000000 0.000000 0.000000 0
14 0.000000 0.000000 0.000000 0
15 0.000000 0.000000 0.000000 0
16 0.000000 0.000000 0.000000 0
17 0.000000 0.000000 0.000000 0
18 0.000000 0.000000 0.000000 0
19 0.987649 0.987649 0.987649 19027
20 0.908201 0.833708 0.869361 1780
avg / total 0.980852 0.974480 0.977530 20807
------------------------------------------------------------------------
Classification report for turbine 11, turbine category 4.0
precision recall f1-score support
19 0.979931 0.985345 0.982631 16650
20 0.939975 0.919172 0.929458 4157
avg / total 0.971948 0.972125 0.972007 20807
Classification report for turbine 11, turbine category 4.0
precision recall f1-score support
19 0.979127 0.983661 0.981389 18789
20 0.841015 0.804757 0.822487 2018
avg / total 0.965732 0.966309 0.965977 20807
Classification report for turbine 11, turbine category 4.0
precision recall f1-score support
19 0.947956 0.981107 0.964247 13497
20 0.962708 0.900547 0.930591 7310
avg / total 0.953139 0.952804 0.952423 20807
Classification report for turbine 11, turbine category 4.0
precision recall f1-score support
19 0.976770 0.984893 0.980815 18998
20 0.826166 0.754008 0.788439 1809
avg / total 0.963676 0.964820 0.964089 20807
Classification report for turbine 11, turbine category 4.0
precision recall f1-score support
19 0.988756 0.993693 0.991219 19027
20 0.928783 0.879213 0.903319 1780
avg / total 0.983626 0.983900 0.983699 20807
------------------------------------------------------------------------
Classification report for turbine 11, turbine category 5.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 0
11 0.000000 0.000000 0.000000 0
12 0.000000 0.000000 0.000000 0
13 0.000000 0.000000 0.000000 0
14 0.000000 0.000000 0.000000 0
15 0.000000 0.000000 0.000000 0
16 0.000000 0.000000 0.000000 0
17 0.000000 0.000000 0.000000 0
18 0.000000 0.000000 0.000000 0
19 0.977077 0.931832 0.953918 16650
20 0.949004 0.778927 0.855595 4157
avg / total 0.971468 0.901283 0.934274 20807
Classification report for turbine 11, turbine category 5.0
precision recall f1-score support
10 0.083333 0.003968 0.007576 252
11 0.000000 0.000000 0.000000 292
12 0.045455 0.003968 0.007299 252
13 0.000000 0.000000 0.000000 236
14 0.000000 0.000000 0.000000 216
15 0.000000 0.000000 0.000000 183
16 0.224490 0.061111 0.096070 180
17 0.000000 0.000000 0.000000 180
18 0.000000 0.000000 0.000000 180
19 0.884153 0.969958 0.925070 17043
20 0.701105 0.707752 0.704413 1793
avg / total 0.788127 0.856106 0.819437 20807
Classification report for turbine 11, turbine category 5.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 6
11 0.016667 0.027778 0.020833 36
12 0.000000 0.000000 0.000000 36
13 0.000000 0.000000 0.000000 36
14 0.000000 0.000000 0.000000 36
15 0.000000 0.000000 0.000000 36
16 0.000000 0.000000 0.000000 36
17 0.000000 0.000000 0.000000 36
18 0.020408 0.027778 0.023529 36
19 0.900421 0.905465 0.902936 13212
20 0.943773 0.834543 0.885804 7301
avg / total 0.902975 0.867881 0.884243 20807
Classification report for turbine 11, turbine category 5.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 0
11 0.000000 0.000000 0.000000 0
12 0.000000 0.000000 0.000000 0
13 0.000000 0.000000 0.000000 0
14 0.000000 0.000000 0.000000 0
15 0.000000 0.000000 0.000000 0
16 0.000000 0.000000 0.000000 0
17 0.000000 0.000000 0.000000 0
18 0.000000 0.000000 0.000000 0
19 0.979570 0.943889 0.961398 18998
20 0.818643 0.713654 0.762552 1809
avg / total 0.965578 0.923872 0.944110 20807
Classification report for turbine 11, turbine category 5.0
precision recall f1-score support
10 0.028571 0.032258 0.030303 31
11 0.000000 0.000000 0.000000 36
12 0.000000 0.000000 0.000000 36
13 0.000000 0.000000 0.000000 36
14 0.000000 0.000000 0.000000 36
15 0.000000 0.000000 0.000000 36
16 0.000000 0.000000 0.000000 36
17 0.000000 0.000000 0.000000 36
18 0.000000 0.000000 0.000000 36
19 0.979182 0.957688 0.968316 18860
20 0.834234 0.853194 0.843608 1628
avg / total 0.952872 0.934878 0.943758 20807
------------------------------------------------------------------------
Classification report for turbine 11, turbine category 6.0
precision recall f1-score support
19 0.982783 0.987387 0.985080 16650
20 0.948517 0.930719 0.939534 4157
avg / total 0.975937 0.976066 0.975980 20807
Classification report for turbine 11, turbine category 6.0
precision recall f1-score support
19 0.977182 0.982383 0.979776 18789
20 0.827424 0.786422 0.806402 2018
avg / total 0.962658 0.963378 0.962961 20807
Classification report for turbine 11, turbine category 6.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 269
11 0.000000 0.000000 0.000000 42
12 0.000000 0.000000 0.000000 36
13 0.000000 0.000000 0.000000 36
14 0.000000 0.000000 0.000000 36
15 0.000000 0.000000 0.000000 36
16 0.000000 0.000000 0.000000 36
17 0.000000 0.000000 0.000000 36
18 0.000000 0.000000 0.000000 36
19 0.931044 0.980014 0.954902 13309
20 0.909091 0.891132 0.900022 6935
avg / total 0.898535 0.923872 0.910772 20807
Classification report for turbine 11, turbine category 6.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 96
11 0.000000 0.000000 0.000000 44
12 0.000000 0.000000 0.000000 36
13 0.000000 0.000000 0.000000 36
14 0.000000 0.000000 0.000000 36
15 0.000000 0.000000 0.000000 36
16 0.000000 0.000000 0.000000 36
17 0.000000 0.000000 0.000000 36
18 0.000000 0.000000 0.000000 36
19 0.958218 0.981182 0.969564 18652
20 0.792872 0.668746 0.725538 1763
avg / total 0.926155 0.936223 0.930621 20807
Classification report for turbine 11, turbine category 6.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 0
11 0.000000 0.000000 0.000000 0
12 0.000000 0.000000 0.000000 0
13 0.000000 0.000000 0.000000 0
14 0.000000 0.000000 0.000000 0
15 0.000000 0.000000 0.000000 0
16 0.000000 0.000000 0.000000 0
17 0.000000 0.000000 0.000000 0
18 0.000000 0.000000 0.000000 0
19 0.988743 0.987912 0.988327 19027
20 0.913201 0.851124 0.881070 1780
avg / total 0.982281 0.976210 0.979152 20807
------------------------------------------------------------------------
Classification report for turbine 11, turbine category 7.0
precision recall f1-score support
19 0.978861 0.987327 0.983076 16650
20 0.947421 0.914602 0.930722 4157
avg / total 0.972580 0.972798 0.972616 20807
Classification report for turbine 11, turbine category 7.0
precision recall f1-score support
19 0.978400 0.983607 0.980997 18789
20 0.839416 0.797820 0.818089 2018
avg / total 0.964921 0.965589 0.965197 20807
Classification report for turbine 11, turbine category 7.0
precision recall f1-score support
19 0.959043 0.976736 0.967808 13497
20 0.955530 0.922982 0.938974 7310
avg / total 0.957809 0.957851 0.957678 20807
Classification report for turbine 11, turbine category 7.0
precision recall f1-score support
19 0.977694 0.985156 0.981411 18998
20 0.830529 0.763958 0.795854 1809
avg / total 0.964899 0.965925 0.965278 20807
Classification report for turbine 11, turbine category 7.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 1127
11 0.000000 0.000000 0.000000 720
12 0.000000 0.000000 0.000000 300
13 0.000000 0.000000 0.000000 159
14 0.000000 0.000000 0.000000 108
15 0.000000 0.000000 0.000000 108
16 0.000000 0.000000 0.000000 108
17 0.000000 0.000000 0.000000 108
18 0.000000 0.000000 0.000000 108
19 0.893240 0.995803 0.941737 17157
20 0.404762 0.845771 0.547504 804
avg / total 0.752187 0.853799 0.797692 20807
------------------------------------------------------------------------
Classification report for turbine 11, turbine category 8.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 1111
11 0.000000 0.000000 0.000000 108
12 0.000000 0.000000 0.000000 108
13 0.000000 0.000000 0.000000 108
14 0.000000 0.000000 0.000000 108
15 0.000000 0.000000 0.000000 108
16 0.000000 0.000000 0.000000 108
17 0.000000 0.000000 0.000000 108
18 0.000000 0.000000 0.000000 108
19 0.906485 0.979672 0.941659 15594
20 0.709454 0.790303 0.747699 3238
avg / total 0.789780 0.857212 0.822092 20807
Classification report for turbine 11, turbine category 8.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 0
11 0.000000 0.000000 0.000000 0
12 0.000000 0.000000 0.000000 0
13 0.000000 0.000000 0.000000 0
14 0.000000 0.000000 0.000000 0
15 0.000000 0.000000 0.000000 0
16 0.000000 0.000000 0.000000 0
17 0.000000 0.000000 0.000000 0
18 0.000000 0.000000 0.000000 0
19 0.974506 0.937889 0.955847 18789
20 0.760943 0.559960 0.645161 2018
avg / total 0.953794 0.901235 0.925715 20807
Classification report for turbine 11, turbine category 8.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 0
11 0.000000 0.000000 0.000000 0
12 0.000000 0.000000 0.000000 0
13 0.000000 0.000000 0.000000 0
14 0.000000 0.000000 0.000000 0
15 0.000000 0.000000 0.000000 0
16 0.000000 0.000000 0.000000 0
17 0.000000 0.000000 0.000000 0
18 0.000000 0.000000 0.000000 0
19 0.945725 0.924354 0.934917 13497
20 0.949349 0.828181 0.884635 7310
avg / total 0.946998 0.890566 0.917252 20807
Classification report for turbine 11, turbine category 8.0
precision recall f1-score support
10 0.005319 0.010989 0.007168 91
11 0.000000 0.000000 0.000000 226
12 0.008264 0.004630 0.005935 216
13 0.043478 0.004630 0.008368 216
14 0.000000 0.000000 0.000000 181
15 0.032258 0.006803 0.011236 147
16 0.000000 0.000000 0.000000 144
17 0.000000 0.000000 0.000000 144
18 0.000000 0.000000 0.000000 144
19 0.908561 0.972356 0.939376 17617
20 0.753238 0.657347 0.702033 1681
avg / total 0.830908 0.876580 0.852334 20807
Classification report for turbine 11, turbine category 8.0
precision recall f1-score support
10 0.038835 0.200000 0.065041 20
11 0.000000 0.000000 0.000000 180
12 0.000000 0.000000 0.000000 180
13 0.016393 0.005556 0.008299 180
14 0.013514 0.005556 0.007874 180
15 0.000000 0.000000 0.000000 180
16 0.000000 0.000000 0.000000 180
17 0.038462 0.011111 0.017241 180
18 0.000000 0.000000 0.000000 180
19 0.918972 0.969565 0.943591 17710
20 0.858521 0.815516 0.836466 1637
avg / total 0.850362 0.889797 0.869304 20807
------------------------------------------------------------------------
Classification report for turbine 11, turbine category 9.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 47
11 0.000000 0.000000 0.000000 36
12 0.000000 0.000000 0.000000 36
13 0.000000 0.000000 0.000000 36
14 0.000000 0.000000 0.000000 36
15 0.006780 0.055556 0.012085 36
16 0.000000 0.000000 0.000000 36
17 0.000000 0.000000 0.000000 36
18 0.000000 0.000000 0.000000 36
19 0.951940 0.878543 0.913770 16368
20 0.912442 0.820175 0.863852 4104
avg / total 0.928834 0.852982 0.889233 20807
Classification report for turbine 11, turbine category 9.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 0
11 0.000000 0.000000 0.000000 0
12 0.000000 0.000000 0.000000 0
13 0.000000 0.000000 0.000000 0
14 0.000000 0.000000 0.000000 0
15 0.000000 0.000000 0.000000 0
16 0.000000 0.000000 0.000000 0
17 0.000000 0.000000 0.000000 0
18 0.000000 0.000000 0.000000 0
19 0.976537 0.941455 0.958675 18789
20 0.850196 0.753717 0.799054 2018
avg / total 0.964284 0.923247 0.943194 20807
Classification report for turbine 11, turbine category 9.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 0
11 0.000000 0.000000 0.000000 0
12 0.000000 0.000000 0.000000 0
13 0.000000 0.000000 0.000000 0
14 0.000000 0.000000 0.000000 0
15 0.000000 0.000000 0.000000 0
16 0.000000 0.000000 0.000000 0
17 0.000000 0.000000 0.000000 0
18 0.000000 0.000000 0.000000 0
19 0.933215 0.935912 0.934561 13497
20 0.960766 0.850889 0.902496 7310
avg / total 0.942894 0.906041 0.923296 20807
Classification report for turbine 11, turbine category 9.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 0
11 0.000000 0.000000 0.000000 0
12 0.000000 0.000000 0.000000 0
13 0.000000 0.000000 0.000000 0
14 0.000000 0.000000 0.000000 0
15 0.000000 0.000000 0.000000 0
16 0.000000 0.000000 0.000000 0
17 0.000000 0.000000 0.000000 0
18 0.000000 0.000000 0.000000 0
19 0.975752 0.965891 0.970797 18998
20 0.802696 0.724157 0.761407 1809
avg / total 0.960707 0.944874 0.952592 20807
Classification report for turbine 11, turbine category 9.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 0
11 0.000000 0.000000 0.000000 0
12 0.000000 0.000000 0.000000 0
13 0.000000 0.000000 0.000000 0
14 0.000000 0.000000 0.000000 0
15 0.000000 0.000000 0.000000 0
16 0.000000 0.000000 0.000000 0
17 0.000000 0.000000 0.000000 0
18 0.000000 0.000000 0.000000 0
19 0.983488 0.973564 0.978501 19027
20 0.901973 0.796067 0.845718 1780
avg / total 0.976515 0.958379 0.967142 20807
------------------------------------------------------------------------
Classification report for turbine 11, turbine category 10.0
precision recall f1-score support
10 0.034672 0.279412 0.061688 136
11 0.000000 0.000000 0.000000 180
12 0.023333 0.038889 0.029167 180
13 0.021739 0.027778 0.024390 180
14 0.007220 0.012346 0.009112 162
15 0.002681 0.006944 0.003868 144
16 0.019685 0.034722 0.025126 144
17 0.004464 0.006944 0.005435 144
18 0.007812 0.013889 0.010000 144
19 0.900934 0.851314 0.875421 15415
20 0.905267 0.622172 0.737485 3978
avg / total 0.841449 0.752583 0.790803 20807
Classification report for turbine 11, turbine category 10.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 4
11 0.000000 0.000000 0.000000 36
12 0.003968 0.027778 0.006944 36
13 0.000000 0.000000 0.000000 36
14 0.000000 0.000000 0.000000 36
15 0.000000 0.000000 0.000000 36
16 0.000000 0.000000 0.000000 36
17 0.000000 0.000000 0.000000 36
18 0.004464 0.027778 0.007692 36
19 0.967981 0.867636 0.915066 18502
20 0.841009 0.662196 0.740967 2013
avg / total 0.942127 0.835680 0.885406 20807
Classification report for turbine 11, turbine category 10.0
precision recall f1-score support
10 0.200603 0.353723 0.256015 376
11 0.006944 0.005464 0.006116 183
12 0.005714 0.006494 0.006079 154
13 0.022727 0.027778 0.025000 144
14 0.017544 0.013889 0.015504 144
15 0.000000 0.000000 0.000000 144
16 0.000000 0.000000 0.000000 144
17 0.000000 0.000000 0.000000 144
18 0.021505 0.011834 0.015267 169
19 0.843335 0.884225 0.863296 12127
20 0.935920 0.831591 0.880676 7078
avg / total 0.814080 0.805114 0.807870 20807
Classification report for turbine 11, turbine category 10.0
precision recall f1-score support
10 0.131410 0.207071 0.160784 198
11 0.013605 0.006944 0.009195 288
12 0.004049 0.003472 0.003738 288
13 0.000000 0.000000 0.000000 288
14 0.004739 0.003472 0.004008 288
15 0.006494 0.003472 0.004525 288
16 0.020000 0.010417 0.013699 288
17 0.016129 0.010417 0.012658 288
18 0.028169 0.022814 0.025210 263
19 0.861755 0.903798 0.882276 16746
20 0.742581 0.679293 0.709529 1584
avg / total 0.752600 0.781900 0.766604 20807
Classification report for turbine 11, turbine category 10.0
precision recall f1-score support
10 0.162055 0.114846 0.134426 357
11 0.026882 0.026738 0.026810 187
12 0.004926 0.005556 0.005222 180
13 0.000000 0.000000 0.000000 180
14 0.014354 0.016667 0.015424 180
15 0.000000 0.000000 0.000000 167
16 0.004878 0.006944 0.005731 144
17 0.000000 0.000000 0.000000 144
18 0.000000 0.000000 0.000000 144
19 0.911572 0.908667 0.910117 17573
20 0.774982 0.695035 0.732835 1551
avg / total 0.830879 0.821695 0.826052 20807
------------------------------------------------------------------------
Classification report for turbine 11, turbine category 11.0
precision recall f1-score support
10 0.653616 0.359883 0.464185 2737
11 0.068010 0.107143 0.083205 252
12 0.000000 0.000000 0.000000 252
13 0.021858 0.031746 0.025890 252
14 0.006579 0.007937 0.007194 252
15 0.016760 0.011905 0.013921 252
16 0.023121 0.015873 0.018824 252
17 0.013201 0.015873 0.014414 252
18 0.007692 0.007937 0.007812 252
19 0.844660 0.855995 0.850289 14680
20 0.285970 0.464338 0.353953 1374
avg / total 0.702701 0.684337 0.686414 20807
Classification report for turbine 11, turbine category 11.0
precision recall f1-score support
10 0.746479 0.380453 0.504023 1811
11 0.072210 0.320388 0.117857 103
12 0.000000 0.000000 0.000000 72
13 0.004505 0.013889 0.006803 72
14 0.000000 0.000000 0.000000 72
15 0.000000 0.000000 0.000000 72
16 0.000000 0.000000 0.000000 72
17 0.000000 0.000000 0.000000 72
18 0.004587 0.013889 0.006897 72
19 0.944523 0.862884 0.901860 17817
20 0.279647 0.610140 0.383516 572
avg / total 0.881842 0.790455 0.827304 20807
Classification report for turbine 11, turbine category 11.0
precision recall f1-score support
10 0.002088 0.125000 0.004107 80
11 0.002132 0.009259 0.003466 108
12 0.000000 0.000000 0.000000 108
13 0.000000 0.000000 0.000000 108
14 0.009091 0.009259 0.009174 108
15 0.000000 0.000000 0.000000 108
16 0.010526 0.027778 0.015267 108
17 0.000000 0.000000 0.000000 108
18 0.000000 0.000000 0.000000 108
19 0.867767 0.854358 0.861010 12620
20 0.913834 0.263565 0.409130 7243
avg / total 0.844554 0.610660 0.664806 20807
Classification report for turbine 11, turbine category 11.0
precision recall f1-score support
10 0.350719 0.205047 0.258792 951
11 0.000000 0.000000 0.000000 319
12 0.000000 0.000000 0.000000 288
13 0.017442 0.010417 0.013043 288
14 0.015152 0.006944 0.009524 288
15 0.013514 0.008658 0.010554 231
16 0.008929 0.004630 0.006098 216
17 0.010363 0.009259 0.009780 216
18 0.014493 0.009259 0.011299 216
19 0.877333 0.920691 0.898490 16896
20 0.514827 0.695991 0.591856 898
avg / total 0.751626 0.787620 0.767688 20807
Classification report for turbine 11, turbine category 11.0
precision recall f1-score support
10 0.111776 0.363636 0.170992 154
11 0.012658 0.009259 0.010695 324
12 0.011765 0.009259 0.010363 324
13 0.022346 0.012346 0.015905 324
14 0.003650 0.003086 0.003344 324
15 0.022099 0.012346 0.015842 324
16 0.012658 0.006173 0.008299 324
17 0.056738 0.024691 0.034409 324
18 0.030303 0.012346 0.017544 324
19 0.857159 0.913007 0.884202 16484
20 0.818640 0.618263 0.704480 1577
avg / total 0.744625 0.774259 0.756966 20807
------------------------------------------------------------------------
Classification report for turbine 11, turbine category 16.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 0
11 0.000000 0.000000 0.000000 0
12 0.000000 0.000000 0.000000 0
13 0.000000 0.000000 0.000000 0
14 0.000000 0.000000 0.000000 0
15 0.000000 0.000000 0.000000 0
16 0.000000 0.000000 0.000000 0
17 0.000000 0.000000 0.000000 0
18 0.000000 0.000000 0.000000 0
19 0.983088 0.963604 0.973248 16650
20 0.945765 0.918691 0.932032 4157
avg / total 0.975632 0.954631 0.965014 20807
Classification report for turbine 11, turbine category 16.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 6
11 0.000000 0.000000 0.000000 36
12 0.000000 0.000000 0.000000 36
13 0.000000 0.000000 0.000000 36
14 0.000000 0.000000 0.000000 36
15 0.000000 0.000000 0.000000 36
16 0.000000 0.000000 0.000000 36
17 0.000000 0.000000 0.000000 36
18 0.000000 0.000000 0.000000 36
19 0.966755 0.977045 0.971873 18602
20 0.761478 0.755102 0.758276 1911
avg / total 0.934242 0.942856 0.938523 20807
Classification report for turbine 11, turbine category 16.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 0
11 0.000000 0.000000 0.000000 0
12 0.000000 0.000000 0.000000 0
13 0.000000 0.000000 0.000000 0
14 0.000000 0.000000 0.000000 0
15 0.000000 0.000000 0.000000 0
16 0.000000 0.000000 0.000000 0
17 0.000000 0.000000 0.000000 0
18 0.000000 0.000000 0.000000 0
19 0.929263 0.945099 0.937114 13497
20 0.963352 0.852257 0.904406 7310
avg / total 0.941240 0.912481 0.925623 20807
Classification report for turbine 11, turbine category 16.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 0
11 0.000000 0.000000 0.000000 0
12 0.000000 0.000000 0.000000 0
13 0.000000 0.000000 0.000000 0
14 0.000000 0.000000 0.000000 0
15 0.000000 0.000000 0.000000 0
16 0.000000 0.000000 0.000000 0
17 0.000000 0.000000 0.000000 0
18 0.000000 0.000000 0.000000 0
19 0.974972 0.976050 0.975511 18998
20 0.811133 0.676617 0.737794 1809
avg / total 0.960728 0.950017 0.954843 20807
Classification report for turbine 11, turbine category 16.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 13
11 0.000000 0.000000 0.000000 36
12 0.000000 0.000000 0.000000 36
13 0.000000 0.000000 0.000000 36
14 0.000000 0.000000 0.000000 36
15 0.000000 0.000000 0.000000 36
16 0.000000 0.000000 0.000000 36
17 0.000000 0.000000 0.000000 36
18 0.000000 0.000000 0.000000 36
19 0.976327 0.989761 0.982998 18751
20 0.900172 0.894017 0.897084 1755
avg / total 0.955780 0.967367 0.961531 20807
------------------------------------------------------------------------
Classification report for turbine 11, turbine category 18.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 49
11 0.000000 0.000000 0.000000 288
12 0.000000 0.000000 0.000000 288
13 0.000000 0.000000 0.000000 288
14 0.031250 0.007326 0.011869 273
15 0.032787 0.007937 0.012780 252
16 0.000000 0.000000 0.000000 252
17 0.016667 0.003968 0.006410 252
18 0.011364 0.008850 0.009950 226
19 0.861284 0.962017 0.908868 14638
20 0.913091 0.835041 0.872324 4001
avg / total 0.782637 0.837699 0.807637 20807
Classification report for turbine 11, turbine category 18.0
precision recall f1-score support
10 0.013699 0.083333 0.023529 12
11 0.000000 0.000000 0.000000 72
12 0.000000 0.000000 0.000000 72
13 0.000000 0.000000 0.000000 72
14 0.001170 0.013889 0.002157 72
15 0.005076 0.013889 0.007435 72
16 0.000000 0.000000 0.000000 72
17 0.000000 0.000000 0.000000 72
18 0.021569 0.152778 0.037801 72
19 0.944788 0.819451 0.877667 18272
20 0.545210 0.727786 0.623405 1947
avg / total 0.880802 0.788389 0.829250 20807
Classification report for turbine 11, turbine category 18.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 13
11 0.000000 0.000000 0.000000 72
12 0.010000 0.013889 0.011628 72
13 0.005376 0.013889 0.007752 72
14 0.000000 0.000000 0.000000 72
15 0.000000 0.000000 0.000000 72
16 0.000000 0.000000 0.000000 72
17 0.000000 0.000000 0.000000 72
18 0.000000 0.000000 0.000000 72
19 0.911659 0.903480 0.907551 12930
20 0.951792 0.907519 0.929128 7288
avg / total 0.899962 0.879416 0.889485 20807
Classification report for turbine 11, turbine category 18.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 13
11 0.000000 0.000000 0.000000 72
12 0.016129 0.027778 0.020408 72
13 0.000000 0.000000 0.000000 72
14 0.026490 0.055556 0.035874 72
15 0.000000 0.000000 0.000000 72
16 0.012821 0.027778 0.017544 72
17 0.000000 0.000000 0.000000 72
18 0.000000 0.000000 0.000000 72
19 0.953807 0.925728 0.939558 18513
20 0.765319 0.688563 0.724915 1705
avg / total 0.911553 0.880473 0.895628 20807
Classification report for turbine 11, turbine category 18.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 19
11 0.039683 0.046296 0.042735 108
12 0.012987 0.009259 0.010811 108
13 0.000000 0.000000 0.000000 108
14 0.015625 0.009259 0.011628 108
15 0.000000 0.000000 0.000000 108
16 0.000000 0.000000 0.000000 108
17 0.000000 0.000000 0.000000 108
18 0.007576 0.009259 0.008333 108
19 0.946159 0.955975 0.951042 18217
20 0.883397 0.816637 0.848706 1707
avg / total 0.901251 0.904359 0.902668 20807
------------------------------------------------------------------------
Classification report for turbine 11, turbine category 19.0
precision recall f1-score support
19 0.981022 0.987267 0.984135 16650
20 0.947667 0.923503 0.935429 4157
avg / total 0.974358 0.974528 0.974404 20807
Classification report for turbine 11, turbine category 19.0
precision recall f1-score support
19 0.979443 0.983874 0.981653 18789
20 0.843249 0.807730 0.825108 2018
avg / total 0.966234 0.966790 0.966470 20807
Classification report for turbine 11, turbine category 19.0
precision recall f1-score support
19 0.945122 0.981255 0.962850 13497
20 0.962761 0.894802 0.927538 7310
avg / total 0.951319 0.950882 0.950444 20807
Classification report for turbine 11, turbine category 19.0
precision recall f1-score support
19 0.976377 0.985525 0.980929 18998
20 0.831392 0.749585 0.788372 1809
avg / total 0.963771 0.965012 0.964188 20807
Classification report for turbine 11, turbine category 19.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 66
11 0.000000 0.000000 0.000000 72
12 0.000000 0.000000 0.000000 72
13 0.000000 0.000000 0.000000 72
14 0.000000 0.000000 0.000000 68
15 0.000000 0.000000 0.000000 36
16 0.000000 0.000000 0.000000 36
17 0.000000 0.000000 0.000000 36
18 0.000000 0.000000 0.000000 36
19 0.967158 0.994997 0.980880 18587
20 0.912760 0.891078 0.901788 1726
avg / total 0.939683 0.962753 0.951031 20807
------------------------------------------------------------------------
Classification report for turbine 11, turbine category 20.0
precision recall f1-score support
19 0.981776 0.986847 0.984305 16650
20 0.946205 0.926630 0.936315 4157
avg / total 0.974669 0.974816 0.974717 20807
Classification report for turbine 11, turbine category 20.0
precision recall f1-score support
19 0.978580 0.984778 0.981670 18789
20 0.849394 0.799306 0.823589 2018
avg / total 0.966051 0.966790 0.966338 20807
Classification report for turbine 11, turbine category 20.0
precision recall f1-score support
19 0.907595 0.980959 0.942852 13497
20 0.958675 0.815595 0.881366 7310
avg / total 0.925541 0.922862 0.921251 20807
Classification report for turbine 11, turbine category 20.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 19
11 0.000000 0.000000 0.000000 36
12 0.000000 0.000000 0.000000 36
13 0.000000 0.000000 0.000000 36
14 0.000000 0.000000 0.000000 36
15 0.000000 0.000000 0.000000 36
16 0.000000 0.000000 0.000000 36
17 0.000000 0.000000 0.000000 36
18 0.000000 0.000000 0.000000 36
19 0.961482 0.986049 0.973611 18708
20 0.828501 0.749442 0.786991 1792
avg / total 0.935843 0.951122 0.943173 20807
Classification report for turbine 11, turbine category 20.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 0
11 0.000000 0.000000 0.000000 0
12 0.000000 0.000000 0.000000 0
13 0.000000 0.000000 0.000000 0
14 0.000000 0.000000 0.000000 0
15 0.000000 0.000000 0.000000 0
16 0.000000 0.000000 0.000000 0
17 0.000000 0.000000 0.000000 0
18 0.000000 0.000000 0.000000 0
19 0.989634 0.988437 0.989035 19027
20 0.938800 0.887640 0.912504 1780
avg / total 0.985285 0.979814 0.982488 20807
------------------------------------------------------------------------
Classification report for turbine 12, turbine category 2.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 4
11 0.000000 0.000000 0.000000 36
12 0.000000 0.000000 0.000000 36
13 0.000000 0.000000 0.000000 36
14 0.000000 0.000000 0.000000 36
15 0.000000 0.000000 0.000000 36
16 0.000000 0.000000 0.000000 36
17 0.000000 0.000000 0.000000 36
18 0.000000 0.000000 0.000000 36
19 0.971585 0.984035 0.977771 18729
20 0.787617 0.802641 0.795058 2726
avg / total 0.935479 0.948085 0.941739 21747
Classification report for turbine 12, turbine category 2.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 6
11 0.000000 0.000000 0.000000 36
12 0.000000 0.000000 0.000000 36
13 0.000000 0.000000 0.000000 36
14 0.000000 0.000000 0.000000 36
15 0.000000 0.000000 0.000000 36
16 0.000000 0.000000 0.000000 36
17 0.000000 0.000000 0.000000 36
18 0.000000 0.000000 0.000000 36
19 0.941903 0.976168 0.958729 15861
20 0.912829 0.793991 0.849273 5592
avg / total 0.921693 0.916126 0.917623 21747
Classification report for turbine 12, turbine category 2.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 0
11 0.000000 0.000000 0.000000 0
12 0.000000 0.000000 0.000000 0
13 0.000000 0.000000 0.000000 0
14 0.000000 0.000000 0.000000 0
15 0.000000 0.000000 0.000000 0
16 0.000000 0.000000 0.000000 0
17 0.000000 0.000000 0.000000 0
18 0.000000 0.000000 0.000000 0
19 0.939016 0.977006 0.957634 16091
20 0.941127 0.794201 0.861444 5656
avg / total 0.939565 0.929462 0.932617 21747
Classification report for turbine 12, turbine category 2.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 0
11 0.000000 0.000000 0.000000 0
12 0.000000 0.000000 0.000000 0
13 0.000000 0.000000 0.000000 0
14 0.000000 0.000000 0.000000 0
15 0.000000 0.000000 0.000000 0
16 0.000000 0.000000 0.000000 0
17 0.000000 0.000000 0.000000 0
18 0.000000 0.000000 0.000000 0
19 0.984908 0.983724 0.984315 19968
20 0.846332 0.823496 0.834758 1779
avg / total 0.973572 0.970617 0.972081 21747
Classification report for turbine 12, turbine category 2.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 0
11 0.000000 0.000000 0.000000 0
12 0.000000 0.000000 0.000000 0
13 0.000000 0.000000 0.000000 0
14 0.000000 0.000000 0.000000 0
15 0.000000 0.000000 0.000000 0
16 0.000000 0.000000 0.000000 0
17 0.000000 0.000000 0.000000 0
18 0.000000 0.000000 0.000000 0
19 0.989313 0.988969 0.989141 20125
20 0.882985 0.860666 0.871683 1622
avg / total 0.981383 0.979399 0.980380 21747
------------------------------------------------------------------------
Classification report for turbine 12, turbine category 3.0
precision recall f1-score support
19 0.976318 0.986118 0.981193 18729
20 0.908127 0.851557 0.878933 3018
avg / total 0.966854 0.967444 0.967002 21747
Classification report for turbine 12, turbine category 3.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 9
11 0.000000 0.000000 0.000000 36
12 0.000000 0.000000 0.000000 36
13 0.000000 0.000000 0.000000 36
14 0.000000 0.000000 0.000000 36
15 0.000000 0.000000 0.000000 36
16 0.000000 0.000000 0.000000 36
17 0.000000 0.000000 0.000000 36
18 0.000000 0.000000 0.000000 36
19 0.955496 0.973934 0.964627 15806
20 0.925479 0.924167 0.924823 5644
avg / total 0.934657 0.947717 0.941123 21747
Classification report for turbine 12, turbine category 3.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 0
11 0.000000 0.000000 0.000000 0
12 0.000000 0.000000 0.000000 0
13 0.000000 0.000000 0.000000 0
14 0.000000 0.000000 0.000000 0
15 0.000000 0.000000 0.000000 0
16 0.000000 0.000000 0.000000 0
17 0.000000 0.000000 0.000000 0
18 0.000000 0.000000 0.000000 0
19 0.936237 0.964514 0.950165 16091
20 0.922033 0.804986 0.859543 5656
avg / total 0.932543 0.923024 0.926596 21747
Classification report for turbine 12, turbine category 3.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 0
11 0.000000 0.000000 0.000000 0
12 0.000000 0.000000 0.000000 0
13 0.000000 0.000000 0.000000 0
14 0.000000 0.000000 0.000000 0
15 0.000000 0.000000 0.000000 0
16 0.000000 0.000000 0.000000 0
17 0.000000 0.000000 0.000000 0
18 0.000000 0.000000 0.000000 0
19 0.987821 0.978916 0.983348 19968
20 0.858586 0.860034 0.859309 1779
avg / total 0.977249 0.969191 0.973201 21747
Classification report for turbine 12, turbine category 3.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 0
11 0.000000 0.000000 0.000000 0
12 0.000000 0.000000 0.000000 0
13 0.000000 0.000000 0.000000 0
14 0.000000 0.000000 0.000000 0
15 0.000000 0.000000 0.000000 0
16 0.000000 0.000000 0.000000 0
17 0.000000 0.000000 0.000000 0
18 0.000000 0.000000 0.000000 0
19 0.989920 0.980820 0.985349 20125
20 0.862469 0.869914 0.866176 1622
avg / total 0.980414 0.972548 0.976460 21747
------------------------------------------------------------------------
Classification report for turbine 12, turbine category 4.0
precision recall f1-score support
19 0.966511 0.984676 0.975509 18729
20 0.892348 0.788270 0.837087 3018
avg / total 0.956219 0.957419 0.956299 21747
Classification report for turbine 12, turbine category 4.0
precision recall f1-score support
19 0.943117 0.973531 0.958082 16094
20 0.917024 0.832832 0.872903 5653
avg / total 0.936334 0.936957 0.935940 21747
Classification report for turbine 12, turbine category 4.0
precision recall f1-score support
19 0.963201 0.977627 0.970361 16091
20 0.933518 0.893741 0.913197 5656
avg / total 0.955481 0.955810 0.955493 21747
Classification report for turbine 12, turbine category 4.0
precision recall f1-score support
19 0.988193 0.989183 0.988688 19968
20 0.877203 0.867341 0.872244 1779
avg / total 0.979113 0.979216 0.979162 21747
Classification report for turbine 12, turbine category 4.0
precision recall f1-score support
19 0.991697 0.991106 0.991401 20125
20 0.890453 0.897041 0.893735 1622
avg / total 0.984146 0.984090 0.984117 21747
------------------------------------------------------------------------
Classification report for turbine 12, turbine category 5.0
precision recall f1-score support
19 0.967971 0.984302 0.976068 18729
20 0.891192 0.797879 0.841958 3018
avg / total 0.957315 0.958431 0.957457 21747
Classification report for turbine 12, turbine category 5.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 152
11 0.000000 0.000000 0.000000 108
12 0.000000 0.000000 0.000000 108
13 0.000000 0.000000 0.000000 108
14 0.000000 0.000000 0.000000 108
15 0.000000 0.000000 0.000000 78
16 0.000000 0.000000 0.000000 72
17 0.000000 0.000000 0.000000 72
18 0.000000 0.000000 0.000000 72
19 0.914092 0.971539 0.941940 15530
20 0.864911 0.849035 0.856900 5339
avg / total 0.865113 0.902239 0.883033 21747
Classification report for turbine 12, turbine category 5.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 7
11 0.000000 0.000000 0.000000 36
12 0.000000 0.000000 0.000000 36
13 0.000000 0.000000 0.000000 36
14 0.000000 0.000000 0.000000 36
15 0.045455 0.027778 0.034483 36
16 0.000000 0.000000 0.000000 36
17 0.000000 0.000000 0.000000 36
18 0.000000 0.000000 0.000000 36
19 0.914345 0.924803 0.919544 15825
20 0.914581 0.785854 0.845345 5627
avg / total 0.902078 0.876351 0.887928 21747
Classification report for turbine 12, turbine category 5.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 0
11 0.000000 0.000000 0.000000 0
12 0.000000 0.000000 0.000000 0
13 0.000000 0.000000 0.000000 0
14 0.000000 0.000000 0.000000 0
15 0.000000 0.000000 0.000000 0
16 0.000000 0.000000 0.000000 0
17 0.000000 0.000000 0.000000 0
18 0.000000 0.000000 0.000000 0
19 0.986862 0.959235 0.972852 19968
20 0.846242 0.829117 0.837592 1779
avg / total 0.975358 0.948591 0.961787 21747
Classification report for turbine 12, turbine category 5.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 0
11 0.000000 0.000000 0.000000 0
12 0.000000 0.000000 0.000000 0
13 0.000000 0.000000 0.000000 0
14 0.000000 0.000000 0.000000 0
15 0.000000 0.000000 0.000000 0
16 0.000000 0.000000 0.000000 0
17 0.000000 0.000000 0.000000 0
18 0.000000 0.000000 0.000000 0
19 0.990480 0.971876 0.981089 20125
20 0.873276 0.819975 0.845787 1622
avg / total 0.981738 0.960546 0.970998 21747
------------------------------------------------------------------------
Classification report for turbine 12, turbine category 6.0
precision recall f1-score support
19 0.968226 0.981099 0.974620 18729
20 0.872156 0.800199 0.834629 3018
avg / total 0.954894 0.955994 0.955192 21747
Classification report for turbine 12, turbine category 6.0
precision recall f1-score support
19 0.947595 0.972971 0.960115 16094
20 0.916699 0.846807 0.880368 5653
avg / total 0.939563 0.940176 0.939385 21747
Classification report for turbine 12, turbine category 6.0
precision recall f1-score support
19 0.960616 0.980735 0.970571 16091
20 0.941718 0.885608 0.912802 5656
avg / total 0.955701 0.955994 0.955546 21747
Classification report for turbine 12, turbine category 6.0
precision recall f1-score support
19 0.987936 0.988381 0.988159 19968
20 0.868927 0.864531 0.866723 1779
avg / total 0.978201 0.978250 0.978225 21747
Classification report for turbine 12, turbine category 6.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 361
11 0.000000 0.000000 0.000000 72
12 0.000000 0.000000 0.000000 72
13 0.000000 0.000000 0.000000 72
14 0.000000 0.000000 0.000000 72
15 0.000000 0.000000 0.000000 72
16 0.000000 0.000000 0.000000 72
17 0.000000 0.000000 0.000000 72
18 0.000000 0.000000 0.000000 72
19 0.963462 0.992777 0.977900 19522
20 0.693440 0.878106 0.774923 1288
avg / total 0.905957 0.943211 0.923744 21747
------------------------------------------------------------------------
Classification report for turbine 12, turbine category 7.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 0
11 0.000000 0.000000 0.000000 0
12 0.000000 0.000000 0.000000 0
13 0.000000 0.000000 0.000000 0
14 0.000000 0.000000 0.000000 0
19 0.955771 0.980725 0.968087 18729
20 0.886831 0.714049 0.791116 3018
avg / total 0.946203 0.943716 0.943527 21747
Classification report for turbine 12, turbine category 7.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 0
12 0.000000 0.000000 0.000000 0
13 0.000000 0.000000 0.000000 0
14 0.000000 0.000000 0.000000 0
19 0.963500 0.974276 0.968858 16094
20 0.926387 0.894923 0.910383 5653
avg / total 0.953853 0.953649 0.953658 21747
Classification report for turbine 12, turbine category 7.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 0
12 0.000000 0.000000 0.000000 0
13 0.000000 0.000000 0.000000 0
14 0.000000 0.000000 0.000000 0
19 0.941797 0.982475 0.961706 16091
20 0.945782 0.826556 0.882159 5656
avg / total 0.942833 0.941923 0.941017 21747
Classification report for turbine 12, turbine category 7.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 6
11 0.000000 0.000000 0.000000 36
12 0.000000 0.000000 0.000000 36
13 0.000000 0.000000 0.000000 36
14 0.000000 0.000000 0.000000 36
15 0.000000 0.000000 0.000000 36
16 0.000000 0.000000 0.000000 36
17 0.000000 0.000000 0.000000 36
18 0.000000 0.000000 0.000000 36
19 0.974976 0.987856 0.981374 19681
20 0.864925 0.878104 0.871465 1772
avg / total 0.952828 0.965558 0.959151 21747
Classification report for turbine 12, turbine category 7.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 15
11 0.000000 0.000000 0.000000 36
12 0.000000 0.000000 0.000000 36
13 0.000000 0.000000 0.000000 36
14 0.000000 0.000000 0.000000 36
15 0.000000 0.000000 0.000000 36
16 0.000000 0.000000 0.000000 36
17 0.000000 0.000000 0.000000 36
18 0.000000 0.000000 0.000000 36
19 0.977658 0.985937 0.981780 19839
20 0.866227 0.899688 0.882641 1605
avg / total 0.955812 0.965834 0.960784 21747
------------------------------------------------------------------------
Classification report for turbine 12, turbine category 8.0
precision recall f1-score support
19 0.968860 0.983448 0.976100 18729
20 0.886696 0.803844 0.843239 3018
avg / total 0.957458 0.958523 0.957662 21747
Classification report for turbine 12, turbine category 8.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 1082
11 0.000000 0.000000 0.000000 108
12 0.000000 0.000000 0.000000 108
13 0.000000 0.000000 0.000000 108
14 0.000000 0.000000 0.000000 108
15 0.000000 0.000000 0.000000 108
16 0.000000 0.000000 0.000000 108
17 0.000000 0.000000 0.000000 108
18 0.000000 0.000000 0.000000 108
19 0.851084 0.973003 0.907969 14520
20 0.864581 0.842643 0.853471 5281
avg / total 0.778204 0.854279 0.813487 21747
Classification report for turbine 12, turbine category 8.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 0
11 0.000000 0.000000 0.000000 0
12 0.000000 0.000000 0.000000 0
13 0.000000 0.000000 0.000000 0
14 0.000000 0.000000 0.000000 0
15 0.000000 0.000000 0.000000 0
16 0.000000 0.000000 0.000000 0
17 0.000000 0.000000 0.000000 0
18 0.000000 0.000000 0.000000 0
19 0.944413 0.947113 0.945761 16091
20 0.939116 0.815417 0.872906 5656
avg / total 0.943036 0.912862 0.926813 21747
Classification report for turbine 12, turbine category 8.0
precision recall f1-score support
10 0.027778 0.044776 0.034286 67
11 0.000000 0.000000 0.000000 72
12 0.000000 0.000000 0.000000 72
13 0.000000 0.000000 0.000000 72
14 0.000000 0.000000 0.000000 72
15 0.000000 0.000000 0.000000 72
16 0.000000 0.000000 0.000000 72
17 0.000000 0.000000 0.000000 72
18 0.000000 0.000000 0.000000 72
19 0.962473 0.974732 0.968563 19471
20 0.785714 0.815064 0.800120 1633
avg / total 0.920828 0.934060 0.927383 21747
Classification report for turbine 12, turbine category 8.0
precision recall f1-score support
10 0.005988 0.010753 0.007692 93
11 0.021277 0.007874 0.011494 127
12 0.000000 0.000000 0.000000 108
13 0.000000 0.000000 0.000000 108
14 0.000000 0.000000 0.000000 108
15 0.000000 0.000000 0.000000 108
16 0.000000 0.000000 0.000000 108
17 0.000000 0.000000 0.000000 108
18 0.000000 0.000000 0.000000 108
19 0.944959 0.959202 0.952027 19241
20 0.801051 0.797386 0.799214 1530
avg / total 0.892575 0.904860 0.898649 21747
------------------------------------------------------------------------
Classification report for turbine 12, turbine category 9.0
precision recall f1-score support
19 0.975464 0.982807 0.979122 18729
20 0.888078 0.846587 0.866836 3018
avg / total 0.963336 0.963903 0.963539 21747
Classification report for turbine 12, turbine category 9.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 18
11 0.000000 0.000000 0.000000 36
12 0.000000 0.000000 0.000000 36
13 0.000000 0.000000 0.000000 36
14 0.000000 0.000000 0.000000 36
15 0.000000 0.000000 0.000000 36
16 0.000000 0.000000 0.000000 36
17 0.000000 0.000000 0.000000 36
18 0.000000 0.000000 0.000000 36
19 0.966053 0.970109 0.968077 15958
20 0.887277 0.925953 0.906203 5483
avg / total 0.932598 0.945326 0.938855 21747
Classification report for turbine 12, turbine category 9.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 0
11 0.000000 0.000000 0.000000 0
12 0.000000 0.000000 0.000000 0
14 0.000000 0.000000 0.000000 0
15 0.000000 0.000000 0.000000 0
16 0.000000 0.000000 0.000000 0
19 0.942670 0.957492 0.950023 16091
20 0.943665 0.832214 0.884442 5656
avg / total 0.942929 0.924909 0.932967 21747
Classification report for turbine 12, turbine category 9.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 0
11 0.000000 0.000000 0.000000 0
12 0.000000 0.000000 0.000000 0
13 0.000000 0.000000 0.000000 0
14 0.000000 0.000000 0.000000 0
15 0.000000 0.000000 0.000000 0
16 0.000000 0.000000 0.000000 0
19 0.989388 0.985226 0.987303 19968
20 0.874292 0.867903 0.871086 1779
avg / total 0.979973 0.975629 0.977796 21747
Classification report for turbine 12, turbine category 9.0
precision recall f1-score support
11 0.000000 0.000000 0.000000 0
12 0.000000 0.000000 0.000000 0
13 0.000000 0.000000 0.000000 0
15 0.000000 0.000000 0.000000 0
19 0.992837 0.984845 0.988825 20125
20 0.894448 0.903822 0.899111 1622
avg / total 0.985498 0.978802 0.982133 21747
------------------------------------------------------------------------
Classification report for turbine 12, turbine category 10.0
precision recall f1-score support
10 0.004673 0.020000 0.007576 50
11 0.012987 0.009259 0.010811 108
12 0.027778 0.018519 0.022222 108
13 0.000000 0.000000 0.000000 108
14 0.012346 0.009259 0.010582 108
15 0.156522 0.166667 0.161435 108
16 0.000000 0.000000 0.000000 108
17 0.006993 0.009259 0.007968 108
18 0.005917 0.027778 0.009756 108
19 0.907192 0.923387 0.915218 17869
20 0.819451 0.614035 0.702025 2964
avg / total 0.858221 0.843657 0.848819 21747
Classification report for turbine 12, turbine category 10.0
precision recall f1-score support
10 0.120000 0.013788 0.024734 2611
11 0.034722 0.007112 0.011806 703
12 0.022059 0.006250 0.009740 480
13 0.036585 0.007042 0.011811 426
14 0.053097 0.033241 0.040886 361
15 0.000000 0.000000 0.000000 296
16 0.032258 0.008032 0.012862 249
17 0.000000 0.000000 0.000000 216
18 0.029126 0.013889 0.018809 216
19 0.812228 0.917717 0.861756 13405
20 0.425243 0.799928 0.555292 2784
avg / total 0.573375 0.671035 0.607090 21747
Classification report for turbine 12, turbine category 10.0
precision recall f1-score support
10 0.001151 0.011765 0.002098 170
11 0.000000 0.000000 0.000000 72
12 0.036254 0.166667 0.059553 72
13 0.002268 0.013889 0.003899 72
14 0.000000 0.000000 0.000000 72
15 0.004310 0.013889 0.006579 72
16 0.027778 0.041667 0.033333 72
17 0.000000 0.000000 0.000000 72
18 0.028302 0.041667 0.033708 72
19 0.922902 0.823709 0.870489 15724
20 0.813891 0.401933 0.538120 5277
avg / total 0.865127 0.694119 0.760447 21747
Classification report for turbine 12, turbine category 10.0
precision recall f1-score support
10 0.181159 0.413223 0.251889 121
11 0.003125 0.027778 0.005618 36
12 0.004484 0.027778 0.007722 36
13 0.000000 0.000000 0.000000 36
14 0.000000 0.000000 0.000000 36
15 0.000000 0.000000 0.000000 36
16 0.007874 0.027778 0.012270 36
17 0.000000 0.000000 0.000000 36
18 0.000000 0.000000 0.000000 36
19 0.974069 0.908390 0.940084 19725
20 0.744415 0.702418 0.722807 1613
avg / total 0.939749 0.878466 0.907732 21747
Classification report for turbine 12, turbine category 10.0
precision recall f1-score support
10 0.191919 0.234568 0.211111 243
11 0.000000 0.000000 0.000000 36
12 0.000000 0.000000 0.000000 36
13 0.000000 0.000000 0.000000 36
14 0.006969 0.055556 0.012384 36
15 0.000000 0.000000 0.000000 36
16 0.020000 0.083333 0.032258 36
17 0.000000 0.000000 0.000000 36
18 0.004310 0.027778 0.007463 36
19 0.977117 0.910291 0.942521 19842
20 0.710750 0.668850 0.689164 1374
avg / total 0.938625 0.875707 0.905945 21747
------------------------------------------------------------------------
Classification report for turbine 12, turbine category 11.0
precision recall f1-score support
10 0.913486 0.281569 0.430456 1275
11 0.021739 0.013889 0.016949 216
12 0.020737 0.041667 0.027692 216
13 0.009662 0.009259 0.009456 216
14 0.010417 0.005348 0.007067 187
15 0.015625 0.011111 0.012987 180
16 0.004902 0.005556 0.005208 180
17 0.000000 0.000000 0.000000 180
18 0.000000 0.000000 0.000000 180
19 0.883446 0.904972 0.894079 17237
20 0.577217 0.763095 0.657267 1680
avg / total 0.799157 0.793581 0.785422 21747
Classification report for turbine 12, turbine category 11.0
precision recall f1-score support
10 0.388720 0.688445 0.496882 1852
11 0.016575 0.008021 0.010811 374
12 0.005181 0.002849 0.003676 351
13 0.029586 0.030864 0.030211 324
14 0.023729 0.021605 0.022617 324
15 0.007371 0.009259 0.008208 324
16 0.010782 0.012346 0.011511 324
17 0.016667 0.009901 0.012422 303
18 0.011628 0.007117 0.008830 281
19 0.867398 0.853144 0.860212 14361
20 0.605442 0.455787 0.520062 2929
avg / total 0.689265 0.684922 0.682029 21747
Classification report for turbine 12, turbine category 11.0
precision recall f1-score support
10 0.002176 0.061856 0.004205 97
11 0.000000 0.000000 0.000000 108
12 0.000000 0.000000 0.000000 108
13 0.004525 0.010526 0.006329 95
14 0.000000 0.000000 0.000000 72
15 0.003273 0.027778 0.005857 72
16 0.000000 0.000000 0.000000 72
17 0.000000 0.000000 0.000000 72
18 0.000000 0.000000 0.000000 72
19 0.897130 0.864853 0.880696 15398
20 0.880278 0.339903 0.490434 5581
avg / total 0.861163 0.700005 0.749506 21747
Classification report for turbine 12, turbine category 11.0
precision recall f1-score support
10 0.382263 0.279642 0.322997 447
11 0.000000 0.000000 0.000000 151
12 0.000000 0.000000 0.000000 115
13 0.006711 0.018519 0.009852 108
14 0.009174 0.018519 0.012270 108
15 0.003690 0.009259 0.005277 108
16 0.004032 0.009259 0.005618 108
17 0.010101 0.018519 0.013072 108
18 0.000000 0.000000 0.000000 108
19 0.936367 0.884789 0.909848 19026
20 0.650805 0.653676 0.652238 1360
avg / total 0.867932 0.821079 0.843664 21747
Classification report for turbine 12, turbine category 11.0
precision recall f1-score support
10 0.151832 0.216418 0.178462 134
11 0.012712 0.019355 0.015345 155
12 0.013333 0.020833 0.016260 144
13 0.000000 0.000000 0.000000 144
14 0.008929 0.015385 0.011299 130
15 0.005495 0.018519 0.008475 108
16 0.000000 0.000000 0.000000 108
17 0.000000 0.000000 0.000000 108
18 0.000000 0.000000 0.000000 108
19 0.946304 0.889177 0.916852 19265
20 0.711429 0.741623 0.726212 1343
avg / total 0.883432 0.835288 0.858485 21747
------------------------------------------------------------------------
Classification report for turbine 12, turbine category 16.0
precision recall f1-score support
19 0.978472 0.985263 0.981856 18729
20 0.904432 0.865474 0.884524 3018
avg / total 0.968197 0.968639 0.968348 21747
Classification report for turbine 12, turbine category 16.0
precision recall f1-score support
19 0.943252 0.974960 0.958844 16094
20 0.921166 0.833009 0.874872 5653
avg / total 0.937511 0.938060 0.937016 21747
Classification report for turbine 12, turbine category 16.0
precision recall f1-score support
19 0.970624 0.979492 0.975038 16091
20 0.940098 0.915665 0.927721 5656
avg / total 0.962685 0.962891 0.962732 21747
Classification report for turbine 12, turbine category 16.0
precision recall f1-score support
19 0.987647 0.988982 0.988314 19968
20 0.874429 0.861158 0.867743 1779
avg / total 0.978385 0.978526 0.978451 21747
Classification report for turbine 12, turbine category 16.0
precision recall f1-score support
19 0.993029 0.990957 0.991992 20125
20 0.890625 0.913687 0.902009 1622
avg / total 0.985391 0.985193 0.985280 21747
------------------------------------------------------------------------
Classification report for turbine 12, turbine category 18.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 55
11 0.219512 0.027778 0.049315 324
12 0.024390 0.003086 0.005479 324
13 0.000000 0.000000 0.000000 324
14 0.000000 0.000000 0.000000 324
15 0.000000 0.000000 0.000000 324
16 0.026316 0.003086 0.005525 324
17 0.027778 0.003367 0.006006 297
18 0.000000 0.000000 0.000000 288
19 0.863935 0.967557 0.912815 16583
20 0.747820 0.831008 0.787222 2580
avg / total 0.751911 0.836943 0.790434 21747
Classification report for turbine 12, turbine category 18.0
precision recall f1-score support
10 0.012987 0.083333 0.022472 24
11 0.010256 0.013889 0.011799 144
12 0.055838 0.076389 0.064516 144
13 0.014706 0.020833 0.017241 144
14 0.017467 0.027778 0.021448 144
15 0.014151 0.020833 0.016854 144
16 0.000000 0.000000 0.000000 144
17 0.000000 0.000000 0.000000 144
18 0.000000 0.000000 0.000000 144
19 0.904602 0.897101 0.900836 15316
20 0.830196 0.772217 0.800158 5255
avg / total 0.838464 0.819561 0.828692 21747
Classification report for turbine 12, turbine category 18.0
precision recall f1-score support
10 0.003650 0.090909 0.007018 22
11 0.004739 0.013889 0.007067 144
12 0.013029 0.027778 0.017738 144
13 0.000000 0.000000 0.000000 144
14 0.000000 0.000000 0.000000 144
15 0.007067 0.027778 0.011268 144
16 0.000000 0.000000 0.000000 144
17 0.005051 0.006944 0.005848 144
18 0.000000 0.000000 0.000000 144
19 0.880208 0.855964 0.867917 15031
20 0.911075 0.715446 0.801496 5542
avg / total 0.840758 0.774544 0.804421 21747
Classification report for turbine 12, turbine category 18.0
precision recall f1-score support
10 0.056604 0.150000 0.082192 20
11 0.013216 0.027778 0.017910 108
12 0.016461 0.037037 0.022792 108
13 0.000000 0.000000 0.000000 108
14 0.018182 0.046296 0.026110 108
15 0.004587 0.009259 0.006135 108
16 0.013986 0.018519 0.015936 108
17 0.000000 0.000000 0.000000 108
18 0.016064 0.037037 0.022409 108
19 0.951352 0.910383 0.930417 19204
20 0.783431 0.723930 0.752506 1659
avg / total 0.900332 0.860165 0.879652 21747
Classification report for turbine 12, turbine category 18.0
precision recall f1-score support
10 0.437500 0.280000 0.341463 25
11 0.035294 0.020833 0.026201 144
12 0.020548 0.020833 0.020690 144
13 0.008621 0.006944 0.007692 144
14 0.025641 0.027778 0.026667 144
15 0.000000 0.000000 0.000000 144
16 0.008264 0.006944 0.007547 144
17 0.000000 0.000000 0.000000 144
18 0.005952 0.006944 0.006410 144
19 0.935220 0.933793 0.934506 19001
20 0.848285 0.819630 0.833712 1569
avg / total 0.879525 0.875937 0.877679 21747
------------------------------------------------------------------------
Classification report for turbine 12, turbine category 19.0
precision recall f1-score support
19 0.968335 0.984569 0.976385 18729
20 0.893121 0.800199 0.844110 3018
avg / total 0.957897 0.958983 0.958028 21747
Classification report for turbine 12, turbine category 19.0
precision recall f1-score support
19 0.973463 0.970983 0.972221 16094
20 0.917984 0.924642 0.921301 5653
avg / total 0.959041 0.958937 0.958985 21747
Classification report for turbine 12, turbine category 19.0
precision recall f1-score support
19 0.946983 0.981294 0.963833 16091
20 0.940666 0.843706 0.889552 5656
avg / total 0.945340 0.945510 0.944514 21747
Classification report for turbine 12, turbine category 19.0
precision recall f1-score support
19 0.989974 0.988982 0.989478 19968
20 0.877710 0.887577 0.882616 1779
avg / total 0.980790 0.980687 0.980736 21747
Classification report for turbine 12, turbine category 19.0
precision recall f1-score support
19 0.991800 0.991702 0.991751 20125
20 0.897167 0.898274 0.897720 1622
avg / total 0.984742 0.984734 0.984738 21747
------------------------------------------------------------------------
Classification report for turbine 12, turbine category 20.0
precision recall f1-score support
19 0.967935 0.983181 0.975499 18729
20 0.884319 0.797879 0.838878 3018
avg / total 0.956331 0.957465 0.956539 21747
Classification report for turbine 12, turbine category 20.0
precision recall f1-score support
19 0.942072 0.918541 0.930158 16094
20 0.783485 0.839200 0.810386 5653
avg / total 0.900848 0.897917 0.899024 21747
Classification report for turbine 12, turbine category 20.0
precision recall f1-score support
19 0.954904 0.979057 0.966829 16091
20 0.935797 0.868458 0.900871 5656
avg / total 0.949934 0.950292 0.949675 21747
Classification report for turbine 12, turbine category 20.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 15
11 0.000000 0.000000 0.000000 36
12 0.000000 0.000000 0.000000 36
13 0.000000 0.000000 0.000000 36
14 0.000000 0.000000 0.000000 36
15 0.000000 0.000000 0.000000 36
16 0.000000 0.000000 0.000000 36
17 0.000000 0.000000 0.000000 36
18 0.000000 0.000000 0.000000 36
19 0.974984 0.988535 0.981713 19713
20 0.847159 0.861352 0.854197 1731
avg / total 0.951225 0.964639 0.957885 21747
Classification report for turbine 12, turbine category 20.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 0
11 0.000000 0.000000 0.000000 0
12 0.000000 0.000000 0.000000 0
13 0.000000 0.000000 0.000000 0
14 0.000000 0.000000 0.000000 0
15 0.000000 0.000000 0.000000 0
16 0.000000 0.000000 0.000000 0
17 0.000000 0.000000 0.000000 0
18 0.000000 0.000000 0.000000 0
19 0.991120 0.987130 0.989121 20125
20 0.874545 0.889642 0.882029 1622
avg / total 0.982425 0.979859 0.981134 21747
------------------------------------------------------------------------
Classification report for turbine 13, turbine category 2.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 70
11 0.000000 0.000000 0.000000 36
12 0.000000 0.000000 0.000000 36
13 0.000000 0.000000 0.000000 36
14 0.000000 0.000000 0.000000 36
15 0.000000 0.000000 0.000000 36
16 0.000000 0.000000 0.000000 36
17 0.000000 0.000000 0.000000 36
18 0.000000 0.000000 0.000000 36
19 0.965328 0.968376 0.966849 19953
20 0.626055 0.691539 0.657170 1501
avg / total 0.926137 0.933431 0.929670 21812
Classification report for turbine 13, turbine category 2.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 124
11 0.000000 0.000000 0.000000 180
12 0.000000 0.000000 0.000000 168
13 0.000000 0.000000 0.000000 144
14 0.000000 0.000000 0.000000 144
15 0.000000 0.000000 0.000000 144
16 0.000000 0.000000 0.000000 144
17 0.000000 0.000000 0.000000 144
18 0.000000 0.000000 0.000000 144
19 0.876848 0.953218 0.913440 15305
20 0.837868 0.577645 0.683837 5171
avg / total 0.813900 0.805795 0.803059 21812
Classification report for turbine 13, turbine category 2.0
precision recall f1-score support
10 0.113924 0.033088 0.051282 272
11 0.008876 0.020833 0.012448 144
12 0.000000 0.000000 0.000000 144
13 0.000000 0.000000 0.000000 144
14 0.000000 0.000000 0.000000 144
15 0.013889 0.007463 0.009709 134
16 0.000000 0.000000 0.000000 108
17 0.000000 0.000000 0.000000 108
18 0.000000 0.000000 0.000000 108
19 0.875323 0.926531 0.900199 13162
20 0.907624 0.834831 0.869707 7344
avg / total 0.835353 0.840776 0.836814 21812
Classification report for turbine 13, turbine category 2.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 0
11 0.000000 0.000000 0.000000 0
12 0.000000 0.000000 0.000000 0
13 0.000000 0.000000 0.000000 0
14 0.000000 0.000000 0.000000 0
15 0.000000 0.000000 0.000000 0
16 0.000000 0.000000 0.000000 0
17 0.000000 0.000000 0.000000 0
18 0.000000 0.000000 0.000000 0
19 0.965519 0.925599 0.945138 18938
20 0.836677 0.725470 0.777115 2874
avg / total 0.948543 0.899230 0.922999 21812
Classification report for turbine 13, turbine category 2.0
precision recall f1-score support
10 0.534884 0.657143 0.589744 35
11 0.010695 0.027397 0.015385 73
12 0.000000 0.000000 0.000000 72
13 0.000000 0.000000 0.000000 72
14 0.000000 0.000000 0.000000 72
15 0.000000 0.000000 0.000000 72
16 0.007576 0.013889 0.009804 72
17 0.044248 0.069444 0.054054 72
18 0.000000 0.000000 0.000000 72
19 0.956802 0.932922 0.944711 19112
20 0.819334 0.836207 0.827684 2088
avg / total 0.917862 0.898909 0.908210 21812
------------------------------------------------------------------------
Classification report for turbine 13, turbine category 3.0
precision recall f1-score support
10 0.023810 0.062500 0.034483 16
11 0.000000 0.000000 0.000000 72
12 0.000000 0.000000 0.000000 72
13 0.000000 0.000000 0.000000 72
14 0.000000 0.000000 0.000000 72
15 0.000000 0.000000 0.000000 72
16 0.000000 0.000000 0.000000 72
17 0.000000 0.000000 0.000000 72
18 0.000000 0.000000 0.000000 72
19 0.944086 0.858755 0.899401 19583
20 0.662322 0.651802 0.657020 1637
avg / total 0.897333 0.819961 0.856825 21812
Classification report for turbine 13, turbine category 3.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 35
11 0.000000 0.000000 0.000000 72
12 0.005587 0.013889 0.007968 72
13 0.000000 0.000000 0.000000 72
14 0.000000 0.000000 0.000000 72
15 0.000000 0.000000 0.000000 72
16 0.000000 0.000000 0.000000 72
17 0.000000 0.000000 0.000000 72
18 0.046512 0.027778 0.034783 72
19 0.928317 0.941389 0.934807 15765
20 0.920635 0.874908 0.897189 5436
avg / total 0.900570 0.898588 0.899387 21812
Classification report for turbine 13, turbine category 3.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 0
11 0.000000 0.000000 0.000000 0
12 0.000000 0.000000 0.000000 0
13 0.000000 0.000000 0.000000 0
14 0.000000 0.000000 0.000000 0
15 0.000000 0.000000 0.000000 0
16 0.000000 0.000000 0.000000 0
17 0.000000 0.000000 0.000000 0
18 0.000000 0.000000 0.000000 0
19 0.954433 0.928496 0.941286 14167
20 0.941463 0.910922 0.925941 7645
avg / total 0.949887 0.922336 0.935907 21812
Classification report for turbine 13, turbine category 3.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 0
11 0.000000 0.000000 0.000000 0
12 0.000000 0.000000 0.000000 0
13 0.000000 0.000000 0.000000 0
14 0.000000 0.000000 0.000000 0
15 0.000000 0.000000 0.000000 0
16 0.000000 0.000000 0.000000 0
17 0.000000 0.000000 0.000000 0
18 0.000000 0.000000 0.000000 0
19 0.974731 0.957334 0.965954 18938
20 0.860227 0.818024 0.838595 2874
avg / total 0.959644 0.938979 0.949173 21812
Classification report for turbine 13, turbine category 3.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 0
11 0.000000 0.000000 0.000000 0
12 0.000000 0.000000 0.000000 0
13 0.000000 0.000000 0.000000 0
14 0.000000 0.000000 0.000000 0
15 0.000000 0.000000 0.000000 0
16 0.000000 0.000000 0.000000 0
17 0.000000 0.000000 0.000000 0
18 0.000000 0.000000 0.000000 0
19 0.983296 0.971277 0.977249 19636
20 0.867198 0.849265 0.858138 2176
avg / total 0.971713 0.959105 0.965367 21812
------------------------------------------------------------------------
Classification report for turbine 13, turbine category 4.0
precision recall f1-score support
19 0.976465 0.978453 0.977458 20142
20 0.733579 0.715569 0.724462 1670
avg / total 0.957869 0.958326 0.958088 21812
Classification report for turbine 13, turbine category 4.0
precision recall f1-score support
19 0.963114 0.980131 0.971548 16357
20 0.937089 0.887443 0.911590 5455
avg / total 0.956605 0.956950 0.956553 21812
Classification report for turbine 13, turbine category 4.0
precision recall f1-score support
19 0.963760 0.974236 0.968969 14167
20 0.951275 0.932112 0.941596 7645
avg / total 0.959384 0.959472 0.959375 21812
Classification report for turbine 13, turbine category 4.0
precision recall f1-score support
19 0.980102 0.975341 0.977715 18938
20 0.842549 0.869520 0.855822 2874
avg / total 0.961978 0.961397 0.961654 21812
Classification report for turbine 13, turbine category 4.0
precision recall f1-score support
19 0.990084 0.986504 0.988291 19636
20 0.882065 0.910846 0.896224 2176
avg / total 0.979308 0.978957 0.979106 21812
------------------------------------------------------------------------
Classification report for turbine 13, turbine category 5.0
precision recall f1-score support
19 0.974457 0.983021 0.978720 20142
20 0.770931 0.689222 0.727790 1670
avg / total 0.958875 0.960526 0.959508 21812
Classification report for turbine 13, turbine category 5.0
precision recall f1-score support
19 0.963805 0.980009 0.971839 16357
20 0.936873 0.889643 0.912647 5455
avg / total 0.957069 0.957409 0.957036 21812
Classification report for turbine 13, turbine category 5.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 8
11 0.000000 0.000000 0.000000 36
12 0.000000 0.000000 0.000000 36
13 0.000000 0.000000 0.000000 36
14 0.000000 0.000000 0.000000 36
15 0.000000 0.000000 0.000000 36
16 0.000000 0.000000 0.000000 36
17 0.000000 0.000000 0.000000 36
18 0.000000 0.000000 0.000000 36
19 0.942296 0.973644 0.957714 13887
20 0.949216 0.928562 0.938776 7629
avg / total 0.931929 0.944663 0.938093 21812
Classification report for turbine 13, turbine category 5.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 94
11 0.000000 0.000000 0.000000 125
12 0.000000 0.000000 0.000000 118
13 0.000000 0.000000 0.000000 108
14 0.000000 0.000000 0.000000 108
15 0.000000 0.000000 0.000000 108
16 0.000000 0.000000 0.000000 108
17 0.000000 0.000000 0.000000 108
18 0.000000 0.000000 0.000000 108
19 0.922825 0.967749 0.944753 18077
20 0.781341 0.779636 0.780488 2750
avg / total 0.863314 0.900330 0.881380 21812
Classification report for turbine 13, turbine category 5.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 198
11 0.054299 0.123711 0.075472 97
12 0.000000 0.000000 0.000000 72
13 0.000000 0.000000 0.000000 72
14 0.000000 0.000000 0.000000 72
15 0.000000 0.000000 0.000000 72
16 0.000000 0.000000 0.000000 72
17 0.000000 0.000000 0.000000 64
18 0.000000 0.000000 0.000000 36
19 0.964424 0.957401 0.960900 19226
20 0.706673 0.832878 0.764603 1831
avg / total 0.909646 0.914359 0.911497 21812
------------------------------------------------------------------------
Classification report for turbine 13, turbine category 6.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 6
11 0.000000 0.000000 0.000000 36
12 0.000000 0.000000 0.000000 36
13 0.000000 0.000000 0.000000 36
14 0.000000 0.000000 0.000000 36
15 0.000000 0.000000 0.000000 36
16 0.000000 0.000000 0.000000 36
17 0.000000 0.000000 0.000000 36
18 0.000000 0.000000 0.000000 36
19 0.964201 0.959426 0.961808 19988
20 0.620383 0.592810 0.606283 1530
avg / total 0.927088 0.920778 0.923905 21812
Classification report for turbine 13, turbine category 6.0
precision recall f1-score support
10 0.005780 0.000335 0.000634 2984
11 0.000000 0.000000 0.000000 72
12 0.000000 0.000000 0.000000 72
13 0.000000 0.000000 0.000000 72
14 0.000000 0.000000 0.000000 72
15 0.000000 0.000000 0.000000 72
16 0.000000 0.000000 0.000000 72
17 0.000000 0.000000 0.000000 72
18 0.000000 0.000000 0.000000 72
19 0.915585 0.971489 0.942709 15608
20 0.390411 0.689864 0.498633 2644
avg / total 0.703280 0.778837 0.735103 21812
Classification report for turbine 13, turbine category 6.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 0
11 0.000000 0.000000 0.000000 0
12 0.000000 0.000000 0.000000 0
13 0.000000 0.000000 0.000000 0
14 0.000000 0.000000 0.000000 0
15 0.000000 0.000000 0.000000 0
16 0.000000 0.000000 0.000000 0
17 0.000000 0.000000 0.000000 0
18 0.000000 0.000000 0.000000 0
19 0.961631 0.927013 0.944005 14167
20 0.919519 0.590320 0.719031 7645
avg / total 0.946871 0.809004 0.865153 21812
Classification report for turbine 13, turbine category 6.0
precision recall f1-score support
10 0.776596 0.222901 0.346382 1310
11 0.000000 0.000000 0.000000 354
12 0.000000 0.000000 0.000000 311
13 0.071429 0.003968 0.007519 252
14 0.005464 0.004464 0.004914 224
15 0.000000 0.000000 0.000000 186
16 0.000000 0.000000 0.000000 180
17 0.000000 0.000000 0.000000 180
18 0.250000 0.011111 0.021277 180
19 0.877065 0.964540 0.918725 17005
20 0.505780 0.751534 0.604640 1630
avg / total 0.771157 0.821704 0.782554 21812
Classification report for turbine 13, turbine category 6.0
precision recall f1-score support
10 0.025532 0.080000 0.038710 75
11 0.024233 0.104167 0.039318 144
12 0.010870 0.013889 0.012195 144
13 0.000000 0.000000 0.000000 144
14 0.000000 0.000000 0.000000 144
15 0.000000 0.000000 0.000000 144
16 0.000000 0.000000 0.000000 144
17 0.000000 0.000000 0.000000 144
18 0.000000 0.000000 0.000000 144
19 0.944921 0.936837 0.940861 18935
20 0.612102 0.478182 0.536917 1650
avg / total 0.866909 0.850495 0.857851 21812
------------------------------------------------------------------------
Classification report for turbine 13, turbine category 7.0
precision recall f1-score support
19 0.975495 0.956558 0.965934 20142
20 0.575449 0.710180 0.635754 1670
avg / total 0.944866 0.937695 0.940654 21812
Classification report for turbine 13, turbine category 7.0
precision recall f1-score support
19 0.964417 0.980926 0.972601 16357
20 0.939710 0.891476 0.914958 5455
avg / total 0.958238 0.958555 0.958185 21812
Classification report for turbine 13, turbine category 7.0
precision recall f1-score support
19 0.945685 0.974589 0.959919 14167
20 0.950083 0.896272 0.922393 7645
avg / total 0.947227 0.947139 0.946767 21812
Classification report for turbine 13, turbine category 7.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 4
11 0.000000 0.000000 0.000000 36
12 0.000000 0.000000 0.000000 36
13 0.000000 0.000000 0.000000 36
14 0.000000 0.000000 0.000000 36
15 0.000000 0.000000 0.000000 36
16 0.000000 0.000000 0.000000 36
17 0.000000 0.000000 0.000000 36
18 0.000000 0.000000 0.000000 36
19 0.965862 0.976300 0.971053 18692
20 0.832762 0.859264 0.845806 2828
avg / total 0.935675 0.948056 0.941815 21812
Classification report for turbine 13, turbine category 7.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 0
11 0.000000 0.000000 0.000000 0
12 0.000000 0.000000 0.000000 0
13 0.000000 0.000000 0.000000 0
14 0.000000 0.000000 0.000000 0
15 0.000000 0.000000 0.000000 0
16 0.000000 0.000000 0.000000 0
17 0.000000 0.000000 0.000000 0
18 0.000000 0.000000 0.000000 0
19 0.984896 0.979629 0.982255 19636
20 0.858581 0.862132 0.860353 2176
avg / total 0.972294 0.967908 0.970094 21812
------------------------------------------------------------------------
Classification report for turbine 13, turbine category 8.0
precision recall f1-score support
19 0.976258 0.977857 0.977057 20142
20 0.727550 0.713174 0.720290 1670
avg / total 0.957216 0.957592 0.957398 21812
Classification report for turbine 13, turbine category 8.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 1056
11 0.000000 0.000000 0.000000 108
12 0.000000 0.000000 0.000000 108
13 0.000000 0.000000 0.000000 88
14 0.000000 0.000000 0.000000 72
15 0.000000 0.000000 0.000000 43
16 0.000000 0.000000 0.000000 36
17 0.000000 0.000000 0.000000 36
18 0.000000 0.000000 0.000000 36
19 0.897165 0.981611 0.937490 15118
20 0.873838 0.901194 0.887305 5111
avg / total 0.826587 0.891528 0.857693 21812
Classification report for turbine 13, turbine category 8.0
precision recall f1-score support
10 0.044818 0.561404 0.083009 57
11 0.000000 0.000000 0.000000 108
12 0.000000 0.000000 0.000000 108
13 0.000000 0.000000 0.000000 108
14 0.000000 0.000000 0.000000 108
15 0.000000 0.000000 0.000000 108
16 0.000000 0.000000 0.000000 108
17 0.000000 0.000000 0.000000 108
18 0.000000 0.000000 0.000000 108
19 0.862390 0.938815 0.898982 13304
20 0.933240 0.790431 0.855920 7587
avg / total 0.850738 0.849028 0.846261 21812
Classification report for turbine 13, turbine category 8.0
precision recall f1-score support
10 0.033033 0.039007 0.035772 282
11 0.007692 0.005208 0.006211 192
12 0.000000 0.000000 0.000000 180
13 0.000000 0.000000 0.000000 180
14 0.010753 0.005848 0.007576 171
15 0.000000 0.000000 0.000000 144
16 0.000000 0.000000 0.000000 144
17 0.004444 0.006944 0.005420 144
18 0.000000 0.000000 0.000000 144
19 0.895194 0.923257 0.909009 17513
20 0.807069 0.714128 0.757759 2718
avg / total 0.819935 0.830919 0.824886 21812
Classification report for turbine 13, turbine category 8.0
precision recall f1-score support
10 0.017794 0.031250 0.022676 160
11 0.000000 0.000000 0.000000 180
12 0.007519 0.005556 0.006390 180
13 0.016949 0.011111 0.013423 180
14 0.015152 0.011111 0.012821 180
15 0.000000 0.000000 0.000000 180
16 0.008475 0.005556 0.006711 180
17 0.010000 0.005556 0.007143 180
18 0.024096 0.011111 0.015209 180
19 0.920893 0.928997 0.924927 18295
20 0.756782 0.829421 0.791439 1917
avg / total 0.839727 0.852742 0.846023 21812
------------------------------------------------------------------------
Classification report for turbine 13, turbine category 9.0
precision recall f1-score support
19 0.977969 0.969715 0.973825 20142
20 0.668478 0.736527 0.700855 1670
avg / total 0.954273 0.951861 0.952925 21812
Classification report for turbine 13, turbine category 9.0
precision recall f1-score support
19 0.958368 0.980926 0.969516 16357
20 0.938462 0.872227 0.904133 5455
avg / total 0.953390 0.953741 0.953164 21812
Classification report for turbine 13, turbine category 9.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 4
11 0.000000 0.000000 0.000000 36
12 0.000000 0.000000 0.000000 36
13 0.000000 0.000000 0.000000 36
14 0.000000 0.000000 0.000000 36
15 0.000000 0.000000 0.000000 36
16 0.000000 0.000000 0.000000 36
17 0.000000 0.000000 0.000000 36
18 0.000000 0.000000 0.000000 36
19 0.945552 0.975413 0.960250 14154
20 0.913050 0.893837 0.903341 7366
avg / total 0.921917 0.934807 0.928177 21812
Classification report for turbine 13, turbine category 9.0
precision recall f1-score support
11 0.000000 0.000000 0.000000 0
12 0.000000 0.000000 0.000000 0
14 0.000000 0.000000 0.000000 0
15 0.000000 0.000000 0.000000 0
17 0.000000 0.000000 0.000000 0
18 0.000000 0.000000 0.000000 0
19 0.971713 0.974073 0.972892 18938
20 0.825885 0.803758 0.814671 2874
avg / total 0.952498 0.951632 0.952044 21812
Classification report for turbine 13, turbine category 9.0
precision recall f1-score support
12 0.000000 0.000000 0.000000 0
13 0.000000 0.000000 0.000000 0
18 0.000000 0.000000 0.000000 0
19 0.985837 0.985435 0.985636 19636
20 0.870583 0.871783 0.871183 2176
avg / total 0.974339 0.974097 0.974218 21812
------------------------------------------------------------------------
Classification report for turbine 13, turbine category 10.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 119
11 0.000000 0.000000 0.000000 108
12 0.000000 0.000000 0.000000 108
13 0.000000 0.000000 0.000000 108
14 0.000000 0.000000 0.000000 108
15 0.000000 0.000000 0.000000 108
16 0.045455 0.009259 0.015385 108
17 0.000000 0.000000 0.000000 108
18 0.000000 0.000000 0.000000 108
19 0.927505 0.948352 0.937813 19265
20 0.532676 0.656650 0.588202 1564
avg / total 0.857620 0.884742 0.870556 21812
Classification report for turbine 13, turbine category 10.0
precision recall f1-score support
10 0.107143 0.277311 0.154567 119
11 0.000000 0.000000 0.000000 72
12 0.000000 0.000000 0.000000 72
13 0.000000 0.000000 0.000000 72
14 0.000000 0.000000 0.000000 72
15 0.000000 0.000000 0.000000 72
16 0.009804 0.041667 0.015873 72
17 0.000000 0.000000 0.000000 72
18 0.000000 0.000000 0.000000 72
19 0.947136 0.906974 0.926620 16060
20 0.846307 0.842792 0.844546 5057
avg / total 0.894197 0.864845 0.878962 21812
Classification report for turbine 13, turbine category 10.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 16
11 0.000000 0.000000 0.000000 72
12 0.000000 0.000000 0.000000 72
13 0.000000 0.000000 0.000000 72
14 0.022727 0.013889 0.017241 72
15 0.000000 0.000000 0.000000 72
16 0.000000 0.000000 0.000000 72
17 0.011111 0.013889 0.012346 72
18 0.000000 0.000000 0.000000 72
19 0.922689 0.915563 0.919112 13596
20 0.938111 0.842996 0.888014 7624
avg / total 0.903149 0.865441 0.883395 21812
Classification report for turbine 13, turbine category 10.0
precision recall f1-score support
10 0.592593 0.186047 0.283186 688
11 0.016949 0.002096 0.003731 477
12 0.000000 0.000000 0.000000 396
13 0.000000 0.000000 0.000000 396
14 0.028846 0.008000 0.012526 375
15 0.000000 0.000000 0.000000 360
16 0.019417 0.005556 0.008639 360
17 0.027027 0.008333 0.012739 360
18 0.027778 0.008876 0.013453 338
19 0.830124 0.943361 0.883128 15996
20 0.587296 0.783156 0.671230 2066
avg / total 0.685161 0.772419 0.721017 21812
Classification report for turbine 13, turbine category 10.0
precision recall f1-score support
10 0.002028 0.062500 0.003929 16
11 0.009091 0.018519 0.012195 108
12 0.000000 0.000000 0.000000 108
13 0.000000 0.000000 0.000000 108
14 0.004854 0.009259 0.006369 108
15 0.000000 0.000000 0.000000 108
16 0.005051 0.009259 0.006536 108
17 0.009259 0.018519 0.012346 108
18 0.009615 0.018519 0.012658 108
19 0.948556 0.888342 0.917462 18888
20 0.785374 0.725049 0.754007 2044
avg / total 0.895184 0.837612 0.865381 21812
------------------------------------------------------------------------
Classification report for turbine 13, turbine category 11.0
precision recall f1-score support
10 0.533646 0.580920 0.556281 587
11 0.000000 0.000000 0.000000 112
12 0.000000 0.000000 0.000000 108
13 0.000000 0.000000 0.000000 108
14 0.000000 0.000000 0.000000 108
15 0.015789 0.027778 0.020134 108
16 0.069444 0.046296 0.055556 108
17 0.022727 0.009259 0.013158 108
18 0.027027 0.009259 0.013793 108
19 0.938036 0.933092 0.935557 19355
20 0.440109 0.484032 0.461027 1002
avg / total 0.867619 0.866312 0.866829 21812
Classification report for turbine 13, turbine category 11.0
precision recall f1-score support
10 0.360586 0.559373 0.438503 1979
11 0.042857 0.166667 0.068182 108
12 0.000000 0.000000 0.000000 108
13 0.000000 0.000000 0.000000 108
14 0.007576 0.009259 0.008333 108
15 0.000000 0.000000 0.000000 108
16 0.000000 0.000000 0.000000 108
17 0.016807 0.018519 0.017621 108
18 0.000000 0.000000 0.000000 108
19 0.919067 0.886333 0.902403 15695
20 0.638341 0.484117 0.550634 3274
avg / total 0.790187 0.762149 0.772234 21812
Classification report for turbine 13, turbine category 11.0
precision recall f1-score support
10 0.072816 0.320665 0.118681 421
11 0.003623 0.013889 0.005747 72
12 0.003868 0.027778 0.006791 72
13 0.000000 0.000000 0.000000 72
14 0.012500 0.013889 0.013158 72
15 0.000000 0.000000 0.000000 72
16 0.000000 0.000000 0.000000 72
17 0.000000 0.000000 0.000000 72
18 0.000000 0.000000 0.000000 72
19 0.855890 0.896725 0.875832 13498
20 0.907842 0.560066 0.692756 7317
avg / total 0.835668 0.749175 0.776760 21812
Classification report for turbine 13, turbine category 11.0
precision recall f1-score support
10 0.220225 0.626198 0.325852 313
11 0.000000 0.000000 0.000000 224
12 0.027907 0.027027 0.027460 222
13 0.017544 0.004219 0.006803 237
14 0.027778 0.010929 0.015686 183
15 0.000000 0.000000 0.000000 180
16 0.000000 0.000000 0.000000 180
17 0.000000 0.000000 0.000000 180
18 0.000000 0.000000 0.000000 180
19 0.899034 0.924805 0.911737 17408
20 0.769791 0.675449 0.719541 2505
avg / total 0.809787 0.825050 0.815448 21812
Classification report for turbine 13, turbine category 11.0
precision recall f1-score support
10 0.530405 0.127332 0.205363 1233
11 0.000000 0.000000 0.000000 365
12 0.129151 0.114007 0.121107 307
13 0.000000 0.000000 0.000000 252
14 0.020134 0.011905 0.014963 252
15 0.000000 0.000000 0.000000 252
16 0.000000 0.000000 0.000000 252
17 0.012579 0.007937 0.009732 252
18 0.016529 0.007937 0.010724 252
19 0.899935 0.925664 0.912618 17838
20 0.171827 0.597846 0.266934 557
avg / total 0.772730 0.781405 0.766884 21812
------------------------------------------------------------------------
Classification report for turbine 13, turbine category 16.0
precision recall f1-score support
19 0.976771 0.979098 0.977933 20142
20 0.740444 0.719162 0.729648 1670
avg / total 0.958677 0.959197 0.958924 21812
Classification report for turbine 13, turbine category 16.0
precision recall f1-score support
19 0.956965 0.981537 0.969095 16357
20 0.940020 0.867644 0.902383 5455
avg / total 0.952727 0.953053 0.952411 21812
Classification report for turbine 13, turbine category 16.0
precision recall f1-score support
19 0.956531 0.975436 0.965891 14167
20 0.952749 0.917855 0.934977 7645
avg / total 0.955205 0.955254 0.955056 21812
Classification report for turbine 13, turbine category 16.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 4
11 0.000000 0.000000 0.000000 36
12 0.000000 0.000000 0.000000 36
13 0.000000 0.000000 0.000000 36
14 0.000000 0.000000 0.000000 36
15 0.000000 0.000000 0.000000 36
16 0.000000 0.000000 0.000000 36
17 0.000000 0.000000 0.000000 36
18 0.000000 0.000000 0.000000 36
19 0.972642 0.982014 0.977305 18681
20 0.842426 0.875660 0.858722 2839
avg / total 0.942673 0.955025 0.948788 21812
Classification report for turbine 13, turbine category 16.0
precision recall f1-score support
11 0.000000 0.000000 0.000000 0
12 0.000000 0.000000 0.000000 0
15 0.000000 0.000000 0.000000 0
16 0.000000 0.000000 0.000000 0
17 0.000000 0.000000 0.000000 0
18 0.000000 0.000000 0.000000 0
19 0.982584 0.976879 0.979723 19636
20 0.864310 0.831342 0.847505 2176
avg / total 0.970785 0.962360 0.966533 21812
------------------------------------------------------------------------
Classification report for turbine 13, turbine category 18.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 56
11 0.000000 0.000000 0.000000 324
12 0.000000 0.000000 0.000000 324
13 0.000000 0.000000 0.000000 324
14 0.000000 0.000000 0.000000 324
15 0.000000 0.000000 0.000000 315
16 0.000000 0.000000 0.000000 288
17 0.000000 0.000000 0.000000 288
18 0.000000 0.000000 0.000000 288
19 0.864207 0.977724 0.917467 17822
20 0.647665 0.732008 0.687259 1459
avg / total 0.749442 0.847836 0.795609 21812
Classification report for turbine 13, turbine category 18.0
precision recall f1-score support
10 0.238095 0.416667 0.303030 12
11 0.036885 0.125000 0.056962 72
12 0.008333 0.027778 0.012821 72
13 0.000000 0.000000 0.000000 72
14 0.002364 0.013889 0.004040 72
15 0.001845 0.013889 0.003257 72
16 0.000000 0.000000 0.000000 72
17 0.000000 0.000000 0.000000 72
18 0.000000 0.000000 0.000000 72
19 0.907220 0.834346 0.869258 15798
20 0.913275 0.789900 0.847119 5426
avg / total 0.884564 0.801623 0.840739 21812
Classification report for turbine 13, turbine category 18.0
precision recall f1-score support
10 0.008000 0.090909 0.014706 22
11 0.000000 0.000000 0.000000 144
12 0.007299 0.006944 0.007117 144
13 0.007246 0.006944 0.007092 144
14 0.000000 0.000000 0.000000 144
15 0.029851 0.013889 0.018957 144
16 0.000000 0.000000 0.000000 144
17 0.000000 0.000000 0.000000 144
18 0.012500 0.006944 0.008929 144
19 0.859372 0.893233 0.875975 13197
20 0.911851 0.835506 0.872011 7441
avg / total 0.831404 0.825784 0.827767 21812
Classification report for turbine 13, turbine category 18.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 19
11 0.000000 0.000000 0.000000 108
12 0.000000 0.000000 0.000000 108
13 0.000000 0.000000 0.000000 108
14 0.000000 0.000000 0.000000 108
15 0.008734 0.018519 0.011869 108
16 0.000000 0.000000 0.000000 108
17 0.000000 0.000000 0.000000 108
18 0.000000 0.000000 0.000000 108
19 0.937760 0.898060 0.917481 18354
20 0.754577 0.752233 0.753403 2575
avg / total 0.878215 0.844581 0.861028 21812
Classification report for turbine 13, turbine category 18.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 17
11 0.040323 0.046296 0.043103 108
12 0.007519 0.009259 0.008299 108
13 0.019231 0.018519 0.018868 108
14 0.015773 0.046296 0.023529 108
15 0.032895 0.046296 0.038462 108
16 0.000000 0.000000 0.000000 108
17 0.009259 0.018519 0.012346 108
18 0.000000 0.000000 0.000000 108
19 0.942017 0.923106 0.932466 18779
20 0.858696 0.807621 0.832375 2152
avg / total 0.896367 0.875344 0.885644 21812
------------------------------------------------------------------------
Classification report for turbine 13, turbine category 19.0
precision recall f1-score support
19 0.975134 0.950104 0.962456 20142
20 0.540466 0.707784 0.612912 1670
avg / total 0.941854 0.931551 0.935694 21812
Classification report for turbine 13, turbine category 19.0
precision recall f1-score support
19 0.964571 0.982026 0.973220 16357
20 0.943012 0.891842 0.916714 5455
avg / total 0.959179 0.959472 0.959088 21812
Classification report for turbine 13, turbine category 19.0
precision recall f1-score support
19 0.965910 0.976001 0.970929 14167
20 0.954649 0.936167 0.945318 7645
avg / total 0.961963 0.962039 0.961952 21812
Classification report for turbine 13, turbine category 19.0
precision recall f1-score support
19 0.978720 0.973862 0.976285 18938
20 0.833221 0.860473 0.846628 2874
avg / total 0.959549 0.958922 0.959201 21812
Classification report for turbine 13, turbine category 19.0
precision recall f1-score support
19 0.986663 0.987116 0.986889 19636
20 0.883249 0.879596 0.881418 2176
avg / total 0.976346 0.976389 0.976367 21812
------------------------------------------------------------------------
Classification report for turbine 13, turbine category 20.0
precision recall f1-score support
19 0.976616 0.962119 0.969313 20142
20 0.612494 0.722156 0.662819 1670
avg / total 0.948738 0.943747 0.945847 21812
Classification report for turbine 13, turbine category 20.0
precision recall f1-score support
19 0.969550 0.979153 0.974328 16357
20 0.935575 0.907791 0.921474 5455
avg / total 0.961053 0.961306 0.961109 21812
Classification report for turbine 13, turbine category 20.0
precision recall f1-score support
19 0.966900 0.973248 0.970064 14167
20 0.949815 0.938260 0.944002 7645
avg / total 0.960912 0.960985 0.960929 21812
Classification report for turbine 13, turbine category 20.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 13
11 0.000000 0.000000 0.000000 36
12 0.000000 0.000000 0.000000 36
13 0.000000 0.000000 0.000000 36
14 0.000000 0.000000 0.000000 36
15 0.000000 0.000000 0.000000 36
16 0.000000 0.000000 0.000000 36
17 0.000000 0.000000 0.000000 36
18 0.000000 0.000000 0.000000 36
19 0.965702 0.975527 0.970590 18674
20 0.833446 0.866056 0.849438 2837
avg / total 0.935173 0.947827 0.941438 21812
Classification report for turbine 13, turbine category 20.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 0
11 0.000000 0.000000 0.000000 0
12 0.000000 0.000000 0.000000 0
13 0.000000 0.000000 0.000000 0
14 0.000000 0.000000 0.000000 0
15 0.000000 0.000000 0.000000 0
16 0.000000 0.000000 0.000000 0
17 0.000000 0.000000 0.000000 0
18 0.000000 0.000000 0.000000 0
19 0.990080 0.975861 0.982919 19636
20 0.866579 0.910386 0.887943 2176
avg / total 0.977759 0.969329 0.973444 21812
------------------------------------------------------------------------
Classification report for turbine 14, turbine category 2.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 0
11 0.000000 0.000000 0.000000 0
12 0.000000 0.000000 0.000000 0
13 0.000000 0.000000 0.000000 0
14 0.000000 0.000000 0.000000 0
15 0.000000 0.000000 0.000000 0
16 0.000000 0.000000 0.000000 0
17 0.000000 0.000000 0.000000 0
18 0.000000 0.000000 0.000000 0
19 0.989705 0.920785 0.954002 20880
20 0.763187 0.757238 0.760201 898
avg / total 0.980364 0.914042 0.946011 21778
Classification report for turbine 14, turbine category 2.0
precision recall f1-score support
10 0.384615 0.106383 0.166667 94
11 0.048485 0.030534 0.037471 262
12 0.037736 0.020101 0.026230 199
13 0.007634 0.005556 0.006431 180
14 0.000000 0.000000 0.000000 146
15 0.000000 0.000000 0.000000 144
16 0.009174 0.006944 0.007905 144
17 0.000000 0.000000 0.000000 144
18 0.000000 0.000000 0.000000 144
19 0.934954 0.953562 0.944167 19596
20 0.691142 0.817931 0.749210 725
avg / total 0.866999 0.886353 0.876025 21778
Classification report for turbine 14, turbine category 2.0
precision recall f1-score support
10 0.079051 0.571429 0.138889 35
11 0.039683 0.138889 0.061728 36
12 0.000000 0.000000 0.000000 36
13 0.013333 0.027778 0.018018 36
14 0.000000 0.000000 0.000000 36
15 0.000000 0.000000 0.000000 36
16 0.000000 0.000000 0.000000 36
17 0.017544 0.027778 0.021505 36
18 0.000000 0.000000 0.000000 36
19 0.947454 0.944554 0.946001 17314
20 0.932795 0.780971 0.850158 4141
avg / total 0.930858 0.900680 0.914137 21778
Classification report for turbine 14, turbine category 2.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 0
11 0.000000 0.000000 0.000000 0
12 0.000000 0.000000 0.000000 0
13 0.000000 0.000000 0.000000 0
14 0.000000 0.000000 0.000000 0
15 0.000000 0.000000 0.000000 0
16 0.000000 0.000000 0.000000 0
17 0.000000 0.000000 0.000000 0
18 0.000000 0.000000 0.000000 0
19 0.992141 0.968639 0.980249 20854
20 0.830939 0.813853 0.822307 924
avg / total 0.985302 0.962072 0.973548 21778
Classification report for turbine 14, turbine category 2.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 0
11 0.000000 0.000000 0.000000 0
12 0.000000 0.000000 0.000000 0
13 0.000000 0.000000 0.000000 0
14 0.000000 0.000000 0.000000 0
15 0.000000 0.000000 0.000000 0
16 0.000000 0.000000 0.000000 0
17 0.000000 0.000000 0.000000 0
18 0.000000 0.000000 0.000000 0
19 0.987163 0.970302 0.978660 20843
20 0.891421 0.711230 0.791196 935
avg / total 0.983052 0.959179 0.970611 21778
------------------------------------------------------------------------
Classification report for turbine 14, turbine category 3.0
precision recall f1-score support
19 0.991394 0.976533 0.983907 20880
20 0.595376 0.802895 0.683736 898
avg / total 0.975064 0.969373 0.971530 21778
Classification report for turbine 14, turbine category 3.0
precision recall f1-score support
19 0.993925 0.994449 0.994187 20896
20 0.866820 0.856009 0.861380 882
avg / total 0.988778 0.988842 0.988808 21778
Classification report for turbine 14, turbine category 3.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 24
11 0.000000 0.000000 0.000000 98
12 0.000000 0.000000 0.000000 72
13 0.000000 0.000000 0.000000 72
14 0.000000 0.000000 0.000000 47
15 0.000000 0.000000 0.000000 36
16 0.000000 0.000000 0.000000 36
17 0.000000 0.000000 0.000000 36
18 0.000000 0.000000 0.000000 36
19 0.957884 0.975785 0.966751 17551
20 0.792767 0.819894 0.806102 3770
avg / total 0.909200 0.928322 0.918655 21778
Classification report for turbine 14, turbine category 3.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 0
11 0.000000 0.000000 0.000000 0
12 0.000000 0.000000 0.000000 0
13 0.000000 0.000000 0.000000 0
14 0.000000 0.000000 0.000000 0
15 0.000000 0.000000 0.000000 0
16 0.000000 0.000000 0.000000 0
19 0.993221 0.990649 0.991934 20854
20 0.820652 0.817100 0.818872 924
avg / total 0.985899 0.983286 0.984591 21778
Classification report for turbine 14, turbine category 3.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 0
11 0.000000 0.000000 0.000000 0
12 0.000000 0.000000 0.000000 0
13 0.000000 0.000000 0.000000 0
14 0.000000 0.000000 0.000000 0
15 0.000000 0.000000 0.000000 0
16 0.000000 0.000000 0.000000 0
19 0.988254 0.992995 0.990619 20843
20 0.881561 0.700535 0.780691 935
avg / total 0.983673 0.980439 0.981606 21778
------------------------------------------------------------------------
Classification report for turbine 14, turbine category 4.0
precision recall f1-score support
19 0.991854 0.973898 0.982794 20880
20 0.572884 0.814031 0.672493 898
avg / total 0.974579 0.967306 0.969999 21778
Classification report for turbine 14, turbine category 4.0
precision recall f1-score support
19 0.994399 0.994066 0.994232 20896
20 0.860517 0.867347 0.863919 882
avg / total 0.988977 0.988934 0.988955 21778
Classification report for turbine 14, turbine category 4.0
precision recall f1-score support
19 0.951715 0.986424 0.968759 17604
20 0.932333 0.788931 0.854659 4174
avg / total 0.948001 0.948572 0.946890 21778
Classification report for turbine 14, turbine category 4.0
precision recall f1-score support
19 0.993429 0.993143 0.993286 20854
20 0.846237 0.851732 0.848975 924
avg / total 0.987184 0.987143 0.987163 21778
Classification report for turbine 14, turbine category 4.0
precision recall f1-score support
19 0.992733 0.996258 0.994492 20843
20 0.909408 0.837433 0.871938 935
avg / total 0.989156 0.989439 0.989231 21778
------------------------------------------------------------------------
Classification report for turbine 14, turbine category 5.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 13
11 0.000000 0.000000 0.000000 36
12 0.000000 0.000000 0.000000 36
13 0.000000 0.000000 0.000000 36
14 0.000000 0.000000 0.000000 36
15 0.000000 0.000000 0.000000 36
16 0.000000 0.000000 0.000000 36
17 0.000000 0.000000 0.000000 36
18 0.000000 0.000000 0.000000 36
19 0.977068 0.917192 0.946184 20626
20 0.635081 0.740306 0.683668 851
avg / total 0.950201 0.897603 0.922848 21778
Classification report for turbine 14, turbine category 5.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 0
11 0.000000 0.000000 0.000000 0
12 0.000000 0.000000 0.000000 0
13 0.000000 0.000000 0.000000 0
14 0.000000 0.000000 0.000000 0
15 0.000000 0.000000 0.000000 0
16 0.000000 0.000000 0.000000 0
17 0.000000 0.000000 0.000000 0
18 0.000000 0.000000 0.000000 0
19 0.992636 0.941759 0.966528 20896
20 0.822955 0.764172 0.792475 882
avg / total 0.985764 0.934567 0.959479 21778
Classification report for turbine 14, turbine category 5.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 14
11 0.000000 0.000000 0.000000 72
12 0.005952 0.027778 0.009804 72
13 0.000000 0.000000 0.000000 72
14 0.000000 0.000000 0.000000 72
15 0.000000 0.000000 0.000000 72
16 0.000000 0.000000 0.000000 72
17 0.000000 0.000000 0.000000 72
18 0.000000 0.000000 0.000000 72
19 0.903902 0.772695 0.833164 17030
20 0.708579 0.665464 0.686345 4158
avg / total 0.842141 0.731380 0.782593 21778
Classification report for turbine 14, turbine category 5.0
precision recall f1-score support
10 0.041667 0.005000 0.008929 200
11 0.000000 0.000000 0.000000 108
12 0.000000 0.000000 0.000000 108
13 0.012987 0.009259 0.010811 108
14 0.000000 0.000000 0.000000 108
15 0.000000 0.000000 0.000000 108
16 0.000000 0.000000 0.000000 108
17 0.000000 0.000000 0.000000 108
18 0.000000 0.000000 0.000000 108
19 0.948801 0.963631 0.956159 19962
20 0.653802 0.765957 0.705450 752
avg / total 0.892707 0.909817 0.900923 21778
Classification report for turbine 14, turbine category 5.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 0
11 0.000000 0.000000 0.000000 0
12 0.000000 0.000000 0.000000 0
13 0.000000 0.000000 0.000000 0
14 0.000000 0.000000 0.000000 0
15 0.000000 0.000000 0.000000 0
16 0.000000 0.000000 0.000000 0
17 0.000000 0.000000 0.000000 0
18 0.000000 0.000000 0.000000 0
19 0.990502 0.960610 0.975327 20843
20 0.874515 0.722995 0.791569 935
avg / total 0.985522 0.950409 0.967438 21778
------------------------------------------------------------------------
Classification report for turbine 14, turbine category 6.0
precision recall f1-score support
19 0.991786 0.988793 0.990287 20880
20 0.756504 0.809577 0.782141 898
avg / total 0.982084 0.981403 0.981704 21778
Classification report for turbine 14, turbine category 6.0
precision recall f1-score support
19 0.994590 0.994162 0.994376 20896
20 0.863075 0.871882 0.867456 882
avg / total 0.989264 0.989209 0.989236 21778
Classification report for turbine 14, turbine category 6.0
precision recall f1-score support
19 0.956572 0.985969 0.971048 17604
20 0.932012 0.811212 0.867427 4174
avg / total 0.951865 0.952475 0.951188 21778
Classification report for turbine 14, turbine category 6.0
precision recall f1-score support
19 0.993527 0.993670 0.993599 20854
20 0.856678 0.853896 0.855285 924
avg / total 0.987721 0.987740 0.987730 21778
Classification report for turbine 14, turbine category 6.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 7
11 0.000000 0.000000 0.000000 36
12 0.000000 0.000000 0.000000 36
13 0.000000 0.000000 0.000000 36
14 0.000000 0.000000 0.000000 36
15 0.000000 0.000000 0.000000 36
16 0.000000 0.000000 0.000000 36
17 0.000000 0.000000 0.000000 36
18 0.000000 0.000000 0.000000 36
19 0.986077 0.995845 0.990937 20696
20 0.734322 0.818297 0.774038 787
avg / total 0.963622 0.975939 0.969676 21778
------------------------------------------------------------------------
Classification report for turbine 14, turbine category 7.0
precision recall f1-score support
19 0.991144 0.991619 0.991381 20880
20 0.802928 0.793987 0.798432 898
avg / total 0.983383 0.983470 0.983425 21778
Classification report for turbine 14, turbine category 7.0
precision recall f1-score support
19 0.994589 0.994018 0.994303 20896
20 0.860179 0.871882 0.865991 882
avg / total 0.989146 0.989072 0.989107 21778
Classification report for turbine 14, turbine category 7.0
precision recall f1-score support
19 0.963824 0.977676 0.970700 17604
20 0.899770 0.845232 0.871649 4174
avg / total 0.951547 0.952291 0.951716 21778
Classification report for turbine 14, turbine category 7.0
precision recall f1-score support
19 0.993426 0.992807 0.993117 20854
20 0.839915 0.851732 0.845782 924
avg / total 0.986913 0.986822 0.986866 21778
Classification report for turbine 14, turbine category 7.0
precision recall f1-score support
19 0.988524 0.995970 0.992233 20843
20 0.892031 0.742246 0.810274 935
avg / total 0.984381 0.985077 0.984421 21778
------------------------------------------------------------------------
Classification report for turbine 14, turbine category 8.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 0
11 0.000000 0.000000 0.000000 0
12 0.000000 0.000000 0.000000 0
13 0.000000 0.000000 0.000000 0
14 0.000000 0.000000 0.000000 0
15 0.000000 0.000000 0.000000 0
16 0.000000 0.000000 0.000000 0
17 0.000000 0.000000 0.000000 0
18 0.000000 0.000000 0.000000 0
19 0.987785 0.910153 0.947382 20880
20 0.643105 0.618040 0.630324 898
avg / total 0.973573 0.898108 0.934308 21778
Classification report for turbine 14, turbine category 8.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 0
11 0.000000 0.000000 0.000000 0
12 0.000000 0.000000 0.000000 0
13 0.000000 0.000000 0.000000 0
14 0.000000 0.000000 0.000000 0
15 0.000000 0.000000 0.000000 0
16 0.000000 0.000000 0.000000 0
17 0.000000 0.000000 0.000000 0
18 0.000000 0.000000 0.000000 0
19 0.992268 0.951905 0.971667 20896
20 0.687437 0.775510 0.728823 882
avg / total 0.979922 0.944761 0.961832 21778
Classification report for turbine 14, turbine category 8.0
precision recall f1-score support
10 0.007126 0.005520 0.006221 1087
11 0.000000 0.000000 0.000000 144
12 0.000000 0.000000 0.000000 144
13 0.000000 0.000000 0.000000 118
14 0.000000 0.000000 0.000000 72
15 0.000000 0.000000 0.000000 72
16 0.000000 0.000000 0.000000 72
17 0.000000 0.000000 0.000000 72
18 0.000000 0.000000 0.000000 72
19 0.893163 0.952516 0.921885 16869
20 0.678910 0.562500 0.615247 3056
avg / total 0.787458 0.817017 0.800727 21778
Classification report for turbine 14, turbine category 8.0
precision recall f1-score support
10 0.012346 0.095238 0.021858 21
11 0.012821 0.009259 0.010753 108
12 0.000000 0.000000 0.000000 108
13 0.031250 0.009346 0.014388 107
14 0.000000 0.000000 0.000000 98
15 0.044444 0.027778 0.034188 72
16 0.000000 0.000000 0.000000 72
17 0.000000 0.000000 0.000000 72
18 0.000000 0.000000 0.000000 72
19 0.958938 0.971505 0.965181 20144
20 0.787392 0.704646 0.743724 904
avg / total 0.920049 0.928138 0.923893 21778
Classification report for turbine 14, turbine category 8.0
precision recall f1-score support
10 0.023810 0.008333 0.012346 240
11 0.000000 0.000000 0.000000 180
12 0.017544 0.005556 0.008439 180
13 0.000000 0.000000 0.000000 180
14 0.000000 0.000000 0.000000 180
15 0.000000 0.000000 0.000000 180
16 0.020833 0.005556 0.008772 180
17 0.000000 0.000000 0.000000 180
18 0.000000 0.000000 0.000000 180
19 0.917808 0.970214 0.943284 19405
20 0.813253 0.779221 0.795873 693
avg / total 0.844259 0.889476 0.866104 21778
------------------------------------------------------------------------
Classification report for turbine 14, turbine category 9.0
precision recall f1-score support
19 0.991415 0.990038 0.990726 20880
20 0.775620 0.800668 0.787945 898
avg / total 0.982517 0.982230 0.982365 21778
Classification report for turbine 14, turbine category 9.0
precision recall f1-score support
19 0.994968 0.993539 0.994253 20896
20 0.851974 0.880952 0.866221 882
avg / total 0.989177 0.988980 0.989068 21778
Classification report for turbine 14, turbine category 9.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 251
11 0.000000 0.000000 0.000000 73
12 0.000000 0.000000 0.000000 36
13 0.000000 0.000000 0.000000 36
14 0.000000 0.000000 0.000000 36
15 0.000000 0.000000 0.000000 36
16 0.000000 0.000000 0.000000 36
17 0.000000 0.000000 0.000000 36
18 0.000000 0.000000 0.000000 36
19 0.952038 0.986830 0.969122 17540
20 0.810398 0.796013 0.803141 3662
avg / total 0.903041 0.928644 0.915580 21778
Classification report for turbine 14, turbine category 9.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 0
11 0.000000 0.000000 0.000000 0
12 0.000000 0.000000 0.000000 0
13 0.000000 0.000000 0.000000 0
17 0.000000 0.000000 0.000000 0
18 0.000000 0.000000 0.000000 0
19 0.991588 0.989211 0.990398 20854
20 0.803222 0.755411 0.778583 924
avg / total 0.983596 0.979291 0.981411 21778
Classification report for turbine 14, turbine category 9.0
precision recall f1-score support
10 0.055556 0.166667 0.083333 6
11 0.000000 0.000000 0.000000 36
12 0.000000 0.000000 0.000000 36
13 0.000000 0.000000 0.000000 36
14 0.000000 0.000000 0.000000 36
15 0.000000 0.000000 0.000000 36
16 0.000000 0.000000 0.000000 36
17 0.000000 0.000000 0.000000 36
18 0.000000 0.000000 0.000000 36
19 0.979010 0.993677 0.986289 20559
20 0.891492 0.781622 0.832949 925
avg / total 0.962091 0.971301 0.966484 21778
------------------------------------------------------------------------
Classification report for turbine 14, turbine category 10.0
precision recall f1-score support
10 0.193548 0.036585 0.061538 164
11 0.001927 0.013889 0.003384 72
12 0.000000 0.000000 0.000000 72
13 0.006024 0.013889 0.008403 72
14 0.000000 0.000000 0.000000 72
15 0.000000 0.000000 0.000000 72
16 0.000000 0.000000 0.000000 72
17 0.000000 0.000000 0.000000 72
18 0.000000 0.000000 0.000000 72
19 0.960781 0.889974 0.924023 20177
20 0.710269 0.674797 0.692079 861
avg / total 0.919714 0.851593 0.883958 21778
Classification report for turbine 14, turbine category 10.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 0
11 0.000000 0.000000 0.000000 0
12 0.000000 0.000000 0.000000 0
13 0.000000 0.000000 0.000000 0
14 0.000000 0.000000 0.000000 0
15 0.000000 0.000000 0.000000 0
16 0.000000 0.000000 0.000000 0
17 0.000000 0.000000 0.000000 0
18 0.000000 0.000000 0.000000 0
19 0.992931 0.961189 0.976802 20896
20 0.789474 0.816327 0.802676 882
avg / total 0.984691 0.955322 0.969750 21778
Classification report for turbine 14, turbine category 10.0
precision recall f1-score support
10 0.040476 0.809524 0.077098 21
11 0.000000 0.000000 0.000000 36
12 0.000000 0.000000 0.000000 36
13 0.000000 0.000000 0.000000 36
14 0.000000 0.000000 0.000000 36
15 0.000000 0.000000 0.000000 36
16 0.000000 0.000000 0.000000 36
17 0.000000 0.000000 0.000000 36
18 0.000000 0.000000 0.000000 36
19 0.890638 0.879827 0.885199 17300
20 0.895189 0.499880 0.641527 4169
avg / total 0.878911 0.795390 0.826067 21778
Classification report for turbine 14, turbine category 10.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 8
11 0.000000 0.000000 0.000000 72
12 0.000000 0.000000 0.000000 72
13 0.000000 0.000000 0.000000 72
14 0.000000 0.000000 0.000000 72
15 0.000000 0.000000 0.000000 72
16 0.000000 0.000000 0.000000 72
17 0.000000 0.000000 0.000000 72
18 0.017241 0.013889 0.015385 72
19 0.967627 0.977958 0.972765 20325
20 0.772222 0.799770 0.785755 869
avg / total 0.933939 0.944669 0.939268 21778
Classification report for turbine 14, turbine category 10.0
precision recall f1-score support
10 0.067797 0.025000 0.036530 160
11 0.000000 0.000000 0.000000 72
12 0.000000 0.000000 0.000000 72
13 0.000000 0.000000 0.000000 72
14 0.000000 0.000000 0.000000 72
15 0.000000 0.000000 0.000000 72
16 0.000000 0.000000 0.000000 72
17 0.000000 0.000000 0.000000 72
18 0.000000 0.000000 0.000000 72
19 0.968634 0.981251 0.974902 20268
20 0.718143 0.859173 0.782353 774
avg / total 0.927494 0.943934 0.935380 21778
------------------------------------------------------------------------
Classification report for turbine 14, turbine category 11.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 0
11 0.000000 0.000000 0.000000 0
12 0.000000 0.000000 0.000000 0
13 0.000000 0.000000 0.000000 0
14 0.000000 0.000000 0.000000 0
15 0.000000 0.000000 0.000000 0
16 0.000000 0.000000 0.000000 0
17 0.000000 0.000000 0.000000 0
18 0.000000 0.000000 0.000000 0
19 0.990857 0.955029 0.972613 20880
20 0.704409 0.782851 0.741561 898
avg / total 0.979046 0.947929 0.963086 21778
Classification report for turbine 14, turbine category 11.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 0
11 0.000000 0.000000 0.000000 0
12 0.000000 0.000000 0.000000 0
13 0.000000 0.000000 0.000000 0
14 0.000000 0.000000 0.000000 0
15 0.000000 0.000000 0.000000 0
16 0.000000 0.000000 0.000000 0
17 0.000000 0.000000 0.000000 0
18 0.000000 0.000000 0.000000 0
19 0.994067 0.986313 0.990175 20896
20 0.836825 0.860544 0.848519 882
avg / total 0.987699 0.981220 0.984438 21778
Classification report for turbine 14, turbine category 11.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 278
11 0.000000 0.000000 0.000000 184
12 0.000000 0.000000 0.000000 144
13 0.000000 0.000000 0.000000 144
14 0.000000 0.000000 0.000000 118
15 0.000000 0.000000 0.000000 108
16 0.000000 0.000000 0.000000 108
17 0.000000 0.000000 0.000000 108
18 0.000000 0.000000 0.000000 108
19 0.864717 0.981909 0.919594 16528
20 0.883800 0.654684 0.752182 3950
avg / total 0.816560 0.863945 0.834336 21778
Classification report for turbine 14, turbine category 11.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 34
11 0.000000 0.000000 0.000000 73
12 0.000000 0.000000 0.000000 72
13 0.000000 0.000000 0.000000 72
14 0.000000 0.000000 0.000000 72
15 0.016667 0.013889 0.015152 72
16 0.000000 0.000000 0.000000 72
17 0.017699 0.027778 0.021622 72
18 0.000000 0.000000 0.000000 72
19 0.963932 0.958801 0.961360 20292
20 0.777251 0.749714 0.763234 875
avg / total 0.929501 0.923639 0.926549 21778
Classification report for turbine 14, turbine category 11.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 170
11 0.020000 0.012821 0.015625 78
12 0.000000 0.000000 0.000000 72
13 0.000000 0.000000 0.000000 72
14 0.000000 0.000000 0.000000 72
15 0.007463 0.013889 0.009709 72
16 0.000000 0.000000 0.000000 72
17 0.000000 0.000000 0.000000 72
18 0.000000 0.000000 0.000000 72
19 0.963100 0.977692 0.970341 20262
20 0.631720 0.615183 0.623342 764
avg / total 0.918315 0.931307 0.924750 21778
------------------------------------------------------------------------
Classification report for turbine 14, turbine category 16.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 61
11 0.000000 0.000000 0.000000 36
12 0.000000 0.000000 0.000000 36
13 0.000000 0.000000 0.000000 36
14 0.000000 0.000000 0.000000 36
15 0.000000 0.000000 0.000000 36
16 0.000000 0.000000 0.000000 36
17 0.000000 0.000000 0.000000 36
18 0.000000 0.000000 0.000000 36
19 0.979565 0.987926 0.983728 20622
20 0.664286 0.806691 0.728595 807
avg / total 0.952185 0.965378 0.958509 21778
Classification report for turbine 14, turbine category 16.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 145
11 0.000000 0.000000 0.000000 154
12 0.000000 0.000000 0.000000 144
13 0.000000 0.000000 0.000000 128
14 0.000000 0.000000 0.000000 108
15 0.000000 0.000000 0.000000 108
16 0.000000 0.000000 0.000000 108
17 0.000000 0.000000 0.000000 108
18 0.176471 0.027778 0.048000 108
19 0.947134 0.982736 0.964607 19926
20 0.660754 0.804318 0.725502 741
avg / total 0.889947 0.926669 0.907500 21778
Classification report for turbine 14, turbine category 16.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 90
11 0.000000 0.000000 0.000000 74
12 0.000000 0.000000 0.000000 72
13 0.000000 0.000000 0.000000 72
14 0.009259 0.013889 0.011111 72
15 0.037037 0.013889 0.020202 72
16 0.015385 0.013889 0.014599 72
17 0.000000 0.000000 0.000000 72
18 0.000000 0.000000 0.000000 72
19 0.933879 0.966117 0.949725 17236
20 0.814199 0.657202 0.727325 3874
avg / total 0.884149 0.881670 0.881184 21778
Classification report for turbine 14, turbine category 16.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 11
11 0.000000 0.000000 0.000000 36
12 0.000000 0.000000 0.000000 36
13 0.000000 0.000000 0.000000 36
14 0.000000 0.000000 0.000000 36
15 0.000000 0.000000 0.000000 36
16 0.000000 0.000000 0.000000 36
17 0.000000 0.000000 0.000000 36
18 0.000000 0.000000 0.000000 36
19 0.977342 0.975441 0.976391 20563
20 0.798405 0.765284 0.781494 916
avg / total 0.956398 0.953210 0.954788 21778
Classification report for turbine 14, turbine category 16.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 0
11 0.000000 0.000000 0.000000 0
12 0.000000 0.000000 0.000000 0
13 0.000000 0.000000 0.000000 0
14 0.000000 0.000000 0.000000 0
15 0.000000 0.000000 0.000000 0
16 0.000000 0.000000 0.000000 0
17 0.000000 0.000000 0.000000 0
18 0.000000 0.000000 0.000000 0
19 0.991405 0.974044 0.982648 20843
20 0.901205 0.800000 0.847592 935
avg / total 0.987533 0.966572 0.976850 21778
------------------------------------------------------------------------
Classification report for turbine 14, turbine category 18.0
precision recall f1-score support
10 0.166667 0.053571 0.081081 56
11 0.021277 0.003086 0.005391 324
12 0.024390 0.003086 0.005479 324
13 0.000000 0.000000 0.000000 324
14 0.016129 0.009259 0.011765 324
15 0.000000 0.000000 0.000000 324
16 0.000000 0.000000 0.000000 324
17 0.000000 0.000000 0.000000 324
18 0.000000 0.000000 0.000000 324
19 0.868145 0.965530 0.914252 18364
20 0.644903 0.734987 0.687004 766
avg / total 0.756083 0.840389 0.795640 21778
Classification report for turbine 14, turbine category 18.0
precision recall f1-score support
10 0.076923 0.117647 0.093023 17
11 0.009009 0.018519 0.012121 108
12 0.003367 0.009259 0.004938 108
13 0.010067 0.027778 0.014778 108
14 0.026042 0.046296 0.033333 108
15 0.002475 0.009259 0.003906 108
16 0.004016 0.009259 0.005602 108
17 0.000000 0.000000 0.000000 108
18 0.000000 0.000000 0.000000 108
19 0.952972 0.892731 0.921868 20043
20 0.783851 0.738876 0.760699 854
avg / total 0.908121 0.851272 0.878698 21778
Classification report for turbine 14, turbine category 18.0
precision recall f1-score support
10 0.005814 0.047619 0.010363 21
11 0.005725 0.020833 0.008982 144
12 0.000000 0.000000 0.000000 144
13 0.005155 0.006944 0.005917 144
14 0.013043 0.020833 0.016043 144
15 0.127273 0.194444 0.153846 144
16 0.000000 0.000000 0.000000 144
17 0.006757 0.006944 0.006849 144
18 0.000000 0.000000 0.000000 144
19 0.881932 0.886819 0.884369 16964
20 0.868347 0.595990 0.706840 3641
avg / total 0.833209 0.792130 0.808332 21778
Classification report for turbine 14, turbine category 18.0
precision recall f1-score support
10 0.021277 0.076923 0.033333 13
11 0.007576 0.013889 0.009804 72
12 0.000000 0.000000 0.000000 72
13 0.006623 0.013889 0.008969 72
14 0.000000 0.000000 0.000000 72
15 0.000000 0.000000 0.000000 72
16 0.000000 0.000000 0.000000 72
17 0.000000 0.000000 0.000000 72
18 0.000000 0.000000 0.000000 72
19 0.963144 0.932893 0.947777 20281
20 0.786148 0.712555 0.747545 908
avg / total 0.929775 0.898613 0.913877 21778
Classification report for turbine 14, turbine category 18.0
precision recall f1-score support
10 0.047619 0.076923 0.058824 13
11 0.000000 0.000000 0.000000 72
12 0.000000 0.000000 0.000000 72
13 0.006410 0.013889 0.008772 72
14 0.008772 0.013889 0.010753 72
15 0.000000 0.000000 0.000000 72
16 0.004950 0.013889 0.007299 72
17 0.000000 0.000000 0.000000 72
18 0.000000 0.000000 0.000000 72
19 0.963251 0.940294 0.951634 20266
20 0.873309 0.769231 0.817972 923
avg / total 0.933483 0.907797 0.920356 21778
------------------------------------------------------------------------
Classification report for turbine 14, turbine category 19.0
precision recall f1-score support
19 0.991962 0.987069 0.989510 20880
20 0.730270 0.814031 0.769879 898
avg / total 0.981172 0.979934 0.980453 21778
Classification report for turbine 14, turbine category 19.0
precision recall f1-score support
19 0.994261 0.994832 0.994546 20896
20 0.875862 0.863946 0.869863 882
avg / total 0.989465 0.989531 0.989496 21778
Classification report for turbine 14, turbine category 19.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 15
11 0.000000 0.000000 0.000000 36
12 0.000000 0.000000 0.000000 36
13 0.000000 0.000000 0.000000 36
14 0.000000 0.000000 0.000000 36
15 0.000000 0.000000 0.000000 36
16 0.000000 0.000000 0.000000 36
17 0.000000 0.000000 0.000000 36
18 0.000000 0.000000 0.000000 36
19 0.956855 0.991662 0.973948 17511
20 0.876584 0.802725 0.838030 3964
avg / total 0.928931 0.943475 0.935657 21778
Classification report for turbine 14, turbine category 19.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 0
11 0.000000 0.000000 0.000000 0
12 0.000000 0.000000 0.000000 0
19 0.992617 0.992807 0.992712 20854
20 0.835722 0.820346 0.827963 924
avg / total 0.985960 0.985490 0.985722 21778
Classification report for turbine 14, turbine category 19.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 0
12 0.000000 0.000000 0.000000 0
19 0.988141 0.995442 0.991778 20843
20 0.880309 0.731551 0.799065 935
avg / total 0.983512 0.984112 0.983504 21778
------------------------------------------------------------------------
Classification report for turbine 14, turbine category 20.0
precision recall f1-score support
19 0.991566 0.990948 0.991257 20880
20 0.792536 0.804009 0.798231 898
avg / total 0.983359 0.983240 0.983298 21778
Classification report for turbine 14, turbine category 20.0
precision recall f1-score support
19 0.994396 0.993492 0.993943 20896
20 0.849057 0.867347 0.858104 882
avg / total 0.988510 0.988383 0.988442 21778
Classification report for turbine 14, turbine category 20.0
precision recall f1-score support
19 0.965123 0.974608 0.969843 17604
20 0.888278 0.851461 0.869480 4174
avg / total 0.950395 0.951006 0.950607 21778
Classification report for turbine 14, turbine category 20.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 18
11 0.000000 0.000000 0.000000 36
12 0.000000 0.000000 0.000000 36
13 0.000000 0.000000 0.000000 36
14 0.000000 0.000000 0.000000 36
15 0.000000 0.000000 0.000000 36
16 0.000000 0.000000 0.000000 36
17 0.000000 0.000000 0.000000 36
18 0.000000 0.000000 0.000000 36
19 0.980074 0.992850 0.986421 20559
20 0.833859 0.868565 0.850858 913
avg / total 0.960173 0.973689 0.966877 21778
Classification report for turbine 14, turbine category 20.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 0
12 0.000000 0.000000 0.000000 0
13 0.000000 0.000000 0.000000 0
14 0.000000 0.000000 0.000000 0
15 0.000000 0.000000 0.000000 0
16 0.000000 0.000000 0.000000 0
17 0.000000 0.000000 0.000000 0
18 0.000000 0.000000 0.000000 0
19 0.987471 0.994531 0.990988 20843
20 0.882740 0.716578 0.791027 935
avg / total 0.982975 0.982597 0.982403 21778
------------------------------------------------------------------------
Classification report for turbine 15, turbine category 2.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 0
11 0.000000 0.000000 0.000000 0
12 0.000000 0.000000 0.000000 0
13 0.000000 0.000000 0.000000 0
19 0.904277 0.952020 0.927534 15569
20 0.810498 0.594130 0.685650 4600
avg / total 0.882888 0.870395 0.872367 20169
Classification report for turbine 15, turbine category 2.0
precision recall f1-score support
10 0.010870 0.041667 0.017241 48
11 0.000000 0.000000 0.000000 85
12 0.000000 0.000000 0.000000 72
13 0.000000 0.000000 0.000000 72
14 0.000000 0.000000 0.000000 72
15 0.000000 0.000000 0.000000 72
16 0.000000 0.000000 0.000000 72
17 0.000000 0.000000 0.000000 41
18 0.000000 0.000000 0.000000 36
19 0.936453 0.973322 0.954532 13157
20 0.934405 0.893356 0.913420 6442
avg / total 0.909360 0.920373 0.914465 20169
Classification report for turbine 15, turbine category 2.0
precision recall f1-score support
10 0.236111 0.036093 0.062615 471
11 0.016129 0.003257 0.005420 307
12 0.000000 0.000000 0.000000 252
13 0.000000 0.000000 0.000000 252
14 0.020833 0.004425 0.007299 226
15 0.000000 0.000000 0.000000 188
16 0.055556 0.005780 0.010471 173
17 0.000000 0.000000 0.000000 144
18 0.000000 0.000000 0.000000 144
19 0.821806 0.954393 0.883151 11665
20 0.857980 0.853789 0.855879 6347
avg / total 0.751769 0.821657 0.781835 20169
Classification report for turbine 15, turbine category 2.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 0
11 0.000000 0.000000 0.000000 0
12 0.000000 0.000000 0.000000 0
13 0.000000 0.000000 0.000000 0
14 0.000000 0.000000 0.000000 0
15 0.000000 0.000000 0.000000 0
16 0.000000 0.000000 0.000000 0
17 0.000000 0.000000 0.000000 0
18 0.000000 0.000000 0.000000 0
19 0.964499 0.921319 0.942414 14921
20 0.901486 0.843941 0.871765 5248
avg / total 0.948103 0.901185 0.924031 20169
Classification report for turbine 15, turbine category 2.0
precision recall f1-score support
10 0.174905 0.231156 0.199134 199
11 0.011494 0.008403 0.009709 119
12 0.000000 0.000000 0.000000 108
13 0.000000 0.000000 0.000000 108
14 0.000000 0.000000 0.000000 108
15 0.000000 0.000000 0.000000 108
16 0.019231 0.009259 0.012500 108
17 0.000000 0.000000 0.000000 108
18 0.000000 0.000000 0.000000 108
19 0.939392 0.950570 0.944948 15800
20 0.821914 0.862822 0.841871 3295
avg / total 0.872074 0.887996 0.879879 20169
------------------------------------------------------------------------
Classification report for turbine 15, turbine category 3.0
precision recall f1-score support
10 0.142857 0.004132 0.008032 242
11 0.017857 0.002778 0.004808 360
12 0.062500 0.008333 0.014706 360
13 0.000000 0.000000 0.000000 360
14 0.074074 0.005556 0.010336 360
15 0.044118 0.008333 0.014019 360
16 0.000000 0.000000 0.000000 360
17 0.043478 0.002778 0.005222 360
18 0.000000 0.000000 0.000000 360
19 0.774423 0.939525 0.849022 12749
20 0.799581 0.800140 0.799860 4298
avg / total 0.665944 0.764936 0.708096 20169
Classification report for turbine 15, turbine category 3.0
precision recall f1-score support
10 0.006048 0.047619 0.010733 63
11 0.000000 0.000000 0.000000 36
12 0.000000 0.000000 0.000000 36
13 0.005464 0.027778 0.009132 36
14 0.042553 0.166667 0.067797 36
15 0.000000 0.000000 0.000000 36
16 0.006211 0.027778 0.010152 36
17 0.025424 0.083333 0.038961 36
18 0.000000 0.000000 0.000000 36
19 0.945510 0.882415 0.912873 13352
20 0.937011 0.851222 0.892058 6466
avg / total 0.926492 0.857752 0.890572 20169
Classification report for turbine 15, turbine category 3.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 0
11 0.000000 0.000000 0.000000 0
12 0.000000 0.000000 0.000000 0
13 0.000000 0.000000 0.000000 0
14 0.000000 0.000000 0.000000 0
15 0.000000 0.000000 0.000000 0
16 0.000000 0.000000 0.000000 0
17 0.000000 0.000000 0.000000 0
18 0.000000 0.000000 0.000000 0
19 0.936775 0.877282 0.906053 13258
20 0.935786 0.839242 0.884888 6911
avg / total 0.936436 0.864247 0.898801 20169
Classification report for turbine 15, turbine category 3.0
precision recall f1-score support
10 0.179104 0.142857 0.158940 84
11 0.009615 0.027778 0.014286 36
12 0.000000 0.000000 0.000000 36
13 0.009434 0.027778 0.014085 36
14 0.013986 0.055556 0.022346 36
15 0.000000 0.000000 0.000000 36
16 0.008197 0.027778 0.012658 36
17 0.000000 0.000000 0.000000 36
18 0.000000 0.000000 0.000000 36
19 0.955226 0.915845 0.935121 14699
20 0.882411 0.878776 0.880590 5098
avg / total 0.920022 0.890426 0.904865 20169
Classification report for turbine 15, turbine category 3.0
precision recall f1-score support
10 0.013333 0.013699 0.013514 146
11 0.000000 0.000000 0.000000 118
12 0.000000 0.000000 0.000000 108
13 0.007519 0.009259 0.008299 108
14 0.009524 0.009259 0.009390 108
15 0.000000 0.000000 0.000000 108
16 0.010204 0.009259 0.009709 108
17 0.000000 0.000000 0.000000 108
18 0.000000 0.000000 0.000000 108
19 0.934238 0.926016 0.930109 15679
20 0.860039 0.892507 0.875972 3470
avg / total 0.874468 0.873668 0.874001 20169
------------------------------------------------------------------------
Classification report for turbine 15, turbine category 4.0
precision recall f1-score support
19 0.905402 0.960242 0.932016 15569
20 0.830736 0.660435 0.735860 4600
avg / total 0.888373 0.891864 0.887278 20169
Classification report for turbine 15, turbine category 4.0
precision recall f1-score support
19 0.981667 0.975562 0.978605 13667
20 0.949294 0.961704 0.955459 6502
avg / total 0.971231 0.971094 0.971143 20169
Classification report for turbine 15, turbine category 4.0
precision recall f1-score support
19 0.947831 0.975713 0.961570 13258
20 0.950621 0.896976 0.923020 6911
avg / total 0.948787 0.948733 0.948360 20169
Classification report for turbine 15, turbine category 4.0
precision recall f1-score support
19 0.972009 0.975136 0.973570 14921
20 0.928654 0.920160 0.924387 5248
avg / total 0.960728 0.960831 0.960772 20169
Classification report for turbine 15, turbine category 4.0
precision recall f1-score support
19 0.988102 0.983921 0.986007 16543
20 0.928030 0.945946 0.936902 3626
avg / total 0.977302 0.977094 0.977179 20169
------------------------------------------------------------------------
Classification report for turbine 15, turbine category 5.0
precision recall f1-score support
19 0.905926 0.959342 0.931869 15569
20 0.828083 0.662826 0.736296 4600
avg / total 0.888172 0.891715 0.887264 20169
Classification report for turbine 15, turbine category 5.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 327
11 0.000000 0.000000 0.000000 221
12 0.000000 0.000000 0.000000 180
13 0.000000 0.000000 0.000000 145
14 0.000000 0.000000 0.000000 144
15 0.000000 0.000000 0.000000 127
16 0.000000 0.000000 0.000000 108
17 0.000000 0.000000 0.000000 108
18 0.000000 0.000000 0.000000 108
19 0.917369 0.972118 0.943950 12768
20 0.861425 0.963931 0.909800 5933
avg / total 0.834141 0.898954 0.865199 20169
Classification report for turbine 15, turbine category 5.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 8
11 0.000000 0.000000 0.000000 36
12 0.000000 0.000000 0.000000 36
13 0.000000 0.000000 0.000000 36
14 0.000000 0.000000 0.000000 36
15 0.000000 0.000000 0.000000 36
16 0.000000 0.000000 0.000000 36
17 0.000000 0.000000 0.000000 36
18 0.000000 0.000000 0.000000 36
19 0.926620 0.905168 0.915769 13002
20 0.931705 0.871634 0.900669 6871
avg / total 0.914753 0.880460 0.897185 20169
Classification report for turbine 15, turbine category 5.0
precision recall f1-score support
10 0.048387 0.200000 0.077922 15
11 0.000000 0.000000 0.000000 37
12 0.000000 0.000000 0.000000 36
13 0.000000 0.000000 0.000000 36
14 0.000000 0.000000 0.000000 36
15 0.000000 0.000000 0.000000 36
16 0.000000 0.000000 0.000000 36
17 0.000000 0.000000 0.000000 36
18 0.000000 0.000000 0.000000 36
19 0.953216 0.948150 0.950676 14677
20 0.902092 0.880879 0.891359 5188
avg / total 0.925734 0.916704 0.921147 20169
Classification report for turbine 15, turbine category 5.0
precision recall f1-score support
10 0.009434 0.083333 0.016949 12
11 0.014286 0.027778 0.018868 36
12 0.000000 0.000000 0.000000 36
13 0.000000 0.000000 0.000000 36
14 0.000000 0.000000 0.000000 36
15 0.000000 0.000000 0.000000 36
16 0.000000 0.000000 0.000000 36
17 0.000000 0.000000 0.000000 36
18 0.000000 0.000000 0.000000 36
19 0.967255 0.949364 0.958226 16273
20 0.908482 0.905451 0.906964 3596
avg / total 0.942420 0.927513 0.934877 20169
------------------------------------------------------------------------
Classification report for turbine 15, turbine category 6.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 0
11 0.000000 0.000000 0.000000 0
12 0.000000 0.000000 0.000000 0
13 0.000000 0.000000 0.000000 0
14 0.000000 0.000000 0.000000 0
15 0.000000 0.000000 0.000000 0
16 0.000000 0.000000 0.000000 0
17 0.000000 0.000000 0.000000 0
18 0.000000 0.000000 0.000000 0
19 0.962630 0.858694 0.907696 15569
20 0.848092 0.724565 0.781477 4600
avg / total 0.936507 0.828103 0.878909 20169
Classification report for turbine 15, turbine category 6.0
precision recall f1-score support
10 0.158537 0.037827 0.061081 1031
11 0.054054 0.003205 0.006051 624
12 0.037037 0.001984 0.003766 504
13 0.125828 0.037698 0.058015 504
14 0.013514 0.002110 0.003650 474
15 0.021978 0.005362 0.008621 373
16 0.000000 0.000000 0.000000 335
17 0.000000 0.000000 0.000000 288
18 0.014493 0.003745 0.005952 267
19 0.781460 0.935163 0.851430 11043
20 0.689543 0.897165 0.779770 4726
avg / total 0.604204 0.725470 0.654071 20169
Classification report for turbine 15, turbine category 6.0
precision recall f1-score support
10 0.096904 0.085006 0.090566 847
11 0.014363 0.013136 0.013722 609
12 0.005369 0.011364 0.007293 352
13 0.000000 0.000000 0.000000 252
14 0.000000 0.000000 0.000000 234
15 0.005319 0.006944 0.006024 144
16 0.000000 0.000000 0.000000 72
17 0.061947 0.097222 0.075676 72
18 0.000000 0.000000 0.000000 72
19 0.775172 0.858563 0.814739 11666
20 0.728539 0.491879 0.587263 5849
avg / total 0.664501 0.643810 0.646219 20169
Classification report for turbine 15, turbine category 6.0
precision recall f1-score support
10 0.166667 0.188503 0.176913 748
11 0.011038 0.020576 0.014368 243
12 0.009288 0.014778 0.011407 203
13 0.002857 0.006494 0.003968 154
14 0.000000 0.000000 0.000000 144
15 0.004630 0.006944 0.005556 144
16 0.007576 0.006944 0.007246 144
17 0.000000 0.000000 0.000000 144
18 0.000000 0.000000 0.000000 144
19 0.881474 0.861063 0.871149 13776
20 0.747764 0.676532 0.710367 4325
avg / total 0.768938 0.740741 0.754320 20169
Classification report for turbine 15, turbine category 6.0
precision recall f1-score support
10 0.095016 0.083562 0.088921 730
11 0.048593 0.043981 0.046173 432
12 0.027990 0.025463 0.026667 432
13 0.039801 0.018519 0.025276 432
14 0.041270 0.031250 0.035568 416
15 0.002809 0.002558 0.002677 391
16 0.005405 0.002778 0.003670 360
17 0.007407 0.002778 0.004040 360
18 0.015152 0.005556 0.008130 360
19 0.823971 0.878681 0.850447 13856
20 0.626561 0.690000 0.656752 2400
avg / total 0.647958 0.691556 0.668791 20169
------------------------------------------------------------------------
Classification report for turbine 15, turbine category 7.0
precision recall f1-score support
19 0.903607 0.962168 0.931969 15569
20 0.835979 0.652609 0.733000 4600
avg / total 0.888183 0.891566 0.886589 20169
Classification report for turbine 15, turbine category 7.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 29
11 0.000000 0.000000 0.000000 36
12 0.000000 0.000000 0.000000 38
13 0.000000 0.000000 0.000000 72
14 0.000000 0.000000 0.000000 72
15 0.000000 0.000000 0.000000 72
16 0.000000 0.000000 0.000000 72
17 0.000000 0.000000 0.000000 72
18 0.000000 0.000000 0.000000 72
19 0.956948 0.967432 0.962161 13326
20 0.906525 0.962429 0.933641 6308
avg / total 0.915794 0.940205 0.927719 20169
Classification report for turbine 15, turbine category 7.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 96
11 0.000000 0.000000 0.000000 144
12 0.428571 0.063380 0.110429 142
13 0.000000 0.000000 0.000000 92
14 0.000000 0.000000 0.000000 36
15 0.000000 0.000000 0.000000 36
16 0.000000 0.000000 0.000000 36
17 0.000000 0.000000 0.000000 36
18 0.000000 0.000000 0.000000 36
19 0.867267 0.952845 0.908044 12830
20 0.906659 0.755572 0.824249 6685
avg / total 0.855219 0.857008 0.851604 20169
Classification report for turbine 15, turbine category 7.0
precision recall f1-score support
10 0.197368 0.014354 0.026762 1045
11 0.000000 0.000000 0.000000 411
12 0.033333 0.004274 0.007576 234
13 0.000000 0.000000 0.000000 184
14 0.000000 0.000000 0.000000 144
15 0.000000 0.000000 0.000000 144
16 0.000000 0.000000 0.000000 144
17 0.000000 0.000000 0.000000 144
18 0.000000 0.000000 0.000000 123
19 0.874200 0.957371 0.913897 13559
20 0.688304 0.848402 0.760013 4037
avg / total 0.736081 0.814220 0.767983 20169
Classification report for turbine 15, turbine category 7.0
precision recall f1-score support
10 0.004854 0.002525 0.003322 396
11 0.006024 0.006061 0.006042 165
12 0.000000 0.000000 0.000000 108
13 0.000000 0.000000 0.000000 108
14 0.000000 0.000000 0.000000 95
15 0.000000 0.000000 0.000000 72
16 0.000000 0.000000 0.000000 72
17 0.000000 0.000000 0.000000 72
18 0.000000 0.000000 0.000000 72
19 0.936590 0.939086 0.937837 15760
20 0.785329 0.807325 0.796175 3249
avg / total 0.858501 0.863950 0.861193 20169
------------------------------------------------------------------------
Classification report for turbine 15, turbine category 8.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 107
11 0.000000 0.000000 0.000000 180
12 0.000000 0.000000 0.000000 180
13 0.000000 0.000000 0.000000 180
14 0.000000 0.000000 0.000000 176
15 0.000000 0.000000 0.000000 144
16 0.000000 0.000000 0.000000 161
17 0.000000 0.000000 0.000000 180
18 0.000000 0.000000 0.000000 180
19 0.851029 0.959108 0.901842 14575
20 0.708209 0.636629 0.670514 4106
avg / total 0.759168 0.822698 0.788213 20169
Classification report for turbine 15, turbine category 8.0
precision recall f1-score support
10 0.073171 0.002908 0.005594 2063
11 0.000000 0.000000 0.000000 150
12 0.000000 0.000000 0.000000 144
13 0.016304 0.020833 0.018293 144
14 0.000000 0.000000 0.000000 144
15 0.010526 0.006944 0.008368 144
16 0.000000 0.000000 0.000000 144
17 0.023256 0.006944 0.010695 144
18 0.010309 0.020833 0.013793 144
19 0.911050 0.934745 0.922746 12842
20 0.566795 0.821481 0.670777 4106
avg / total 0.703387 0.763102 0.725024 20169
Classification report for turbine 15, turbine category 8.0
precision recall f1-score support
10 0.016632 0.094118 0.028269 85
11 0.092308 0.055556 0.069364 108
12 0.000000 0.000000 0.000000 108
13 0.000000 0.000000 0.000000 108
14 0.000000 0.000000 0.000000 108
15 0.007843 0.018519 0.011019 108
16 0.067073 0.203704 0.100917 108
17 0.000000 0.000000 0.000000 108
18 0.000000 0.000000 0.000000 108
19 0.885021 0.877807 0.881399 12513
20 0.904431 0.757716 0.824598 6707
avg / total 0.850799 0.798453 0.822129 20169
Classification report for turbine 15, turbine category 8.0
precision recall f1-score support
10 0.007519 0.015038 0.010025 133
11 0.006897 0.004630 0.005540 216
12 0.017544 0.009259 0.012121 216
13 0.018987 0.013889 0.016043 216
14 0.006667 0.004630 0.005464 216
15 0.008772 0.004630 0.006061 216
16 0.014706 0.004630 0.007042 216
17 0.010417 0.004695 0.006472 213
18 0.009615 0.005556 0.007042 180
19 0.873253 0.932545 0.901926 13535
20 0.835333 0.781172 0.807345 4812
avg / total 0.786353 0.812832 0.798641 20169
Classification report for turbine 15, turbine category 8.0
precision recall f1-score support
10 0.054348 0.073260 0.062402 273
11 0.127119 0.034722 0.054545 432
12 0.056000 0.016204 0.025135 432
13 0.003597 0.002315 0.002817 432
14 0.009009 0.002404 0.003795 416
15 0.019048 0.005051 0.007984 396
16 0.021858 0.010101 0.013817 396
17 0.011628 0.005051 0.007042 396
18 0.006623 0.002538 0.003670 394
19 0.827097 0.914915 0.868793 13892
20 0.662175 0.779705 0.716150 2710
avg / total 0.664742 0.737568 0.697960 20169
------------------------------------------------------------------------
Classification report for turbine 15, turbine category 9.0
precision recall f1-score support
19 0.903133 0.962939 0.932077 15569
20 0.838330 0.650435 0.732525 4600
avg / total 0.888353 0.891665 0.886565 20169
Classification report for turbine 15, turbine category 9.0
precision recall f1-score support
19 0.977209 0.972562 0.974880 13667
20 0.942896 0.952322 0.947586 6502
avg / total 0.966148 0.966037 0.966081 20169
Classification report for turbine 15, turbine category 9.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 33
11 0.000000 0.000000 0.000000 36
12 0.000000 0.000000 0.000000 36
13 0.000000 0.000000 0.000000 36
14 0.000000 0.000000 0.000000 36
15 0.000000 0.000000 0.000000 36
16 0.000000 0.000000 0.000000 36
17 0.000000 0.000000 0.000000 36
18 0.000000 0.000000 0.000000 36
19 0.934034 0.973928 0.953564 13041
20 0.931822 0.899515 0.915383 6807
avg / total 0.918422 0.933314 0.925502 20169
Classification report for turbine 15, turbine category 9.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 0
11 0.000000 0.000000 0.000000 0
12 0.000000 0.000000 0.000000 0
13 0.000000 0.000000 0.000000 0
14 0.000000 0.000000 0.000000 0
15 0.000000 0.000000 0.000000 0
17 0.000000 0.000000 0.000000 0
18 0.000000 0.000000 0.000000 0
19 0.969907 0.967697 0.968800 14921
20 0.925503 0.911395 0.918395 5248
avg / total 0.958353 0.953047 0.955685 20169
Classification report for turbine 15, turbine category 9.0
precision recall f1-score support
11 0.000000 0.000000 0.000000 0
12 0.000000 0.000000 0.000000 0
13 0.000000 0.000000 0.000000 0
14 0.000000 0.000000 0.000000 0
15 0.000000 0.000000 0.000000 0
16 0.000000 0.000000 0.000000 0
17 0.000000 0.000000 0.000000 0
18 0.000000 0.000000 0.000000 0
19 0.986906 0.979568 0.983224 16543
20 0.917456 0.934915 0.926103 3626
avg / total 0.974420 0.971540 0.972954 20169
------------------------------------------------------------------------
Classification report for turbine 15, turbine category 10.0
precision recall f1-score support
10 0.776415 0.461323 0.578762 1784
11 0.154745 0.070013 0.096407 1514
12 0.140777 0.022533 0.038848 1287
13 0.035948 0.010476 0.016224 1050
14 0.000000 0.000000 0.000000 795
15 0.015306 0.005629 0.008230 533
16 0.035398 0.008048 0.013115 497
17 0.017857 0.004464 0.007143 448
18 0.022727 0.009975 0.013865 401
19 0.570069 0.872455 0.689569 9134
20 0.549868 0.610785 0.578728 2726
avg / total 0.425760 0.526352 0.453235 20169
Classification report for turbine 15, turbine category 10.0
precision recall f1-score support
10 0.117117 0.533582 0.192075 536
11 0.072381 0.116923 0.089412 650
12 0.053997 0.179262 0.082994 569
13 0.027597 0.035714 0.031136 476
14 0.019062 0.028261 0.022767 460
15 0.031599 0.048991 0.038418 347
16 0.009124 0.015432 0.011468 324
17 0.026490 0.024691 0.025559 324
18 0.016854 0.009259 0.011952 324
19 0.756048 0.607139 0.673461 10449
20 0.840645 0.520140 0.642648 5710
avg / total 0.639122 0.487927 0.543869 20169
Classification report for turbine 15, turbine category 10.0
precision recall f1-score support
10 0.023574 0.273224 0.043403 183
11 0.026521 0.060284 0.036836 282
12 0.010924 0.043651 0.017474 252
13 0.010889 0.023810 0.014944 252
14 0.016949 0.048387 0.025105 248
15 0.018648 0.037037 0.024806 216
16 0.005063 0.009259 0.006547 216
17 0.020050 0.037037 0.026016 216
18 0.016807 0.018519 0.017621 216
19 0.816057 0.691305 0.748519 11513
20 0.870385 0.519848 0.650924 6575
avg / total 0.751282 0.569934 0.641898 20169
Classification report for turbine 15, turbine category 10.0
precision recall f1-score support
10 0.381679 0.227894 0.285388 1097
11 0.130137 0.069470 0.090584 1094
12 0.060034 0.038846 0.047170 901
13 0.048780 0.040521 0.044269 691
14 0.028283 0.023769 0.025830 589
15 0.026627 0.017751 0.021302 507
16 0.021875 0.014957 0.017766 468
17 0.025496 0.020501 0.022727 439
18 0.019481 0.013889 0.016216 432
19 0.702077 0.783211 0.740428 10531
20 0.607457 0.747953 0.670423 3420
avg / total 0.504732 0.557291 0.526891 20169
Classification report for turbine 15, turbine category 10.0
precision recall f1-score support
10 0.562410 0.320261 0.408121 1224
11 0.099031 0.084018 0.090909 1095
12 0.080366 0.093936 0.086623 841
13 0.058537 0.050776 0.054381 709
14 0.031046 0.028963 0.029968 656
15 0.033333 0.022876 0.027132 612
16 0.053398 0.039855 0.045643 552
17 0.044503 0.032630 0.037652 521
18 0.023810 0.014113 0.017722 496
19 0.684228 0.731530 0.707089 11167
20 0.637214 0.800958 0.709765 2296
avg / total 0.501511 0.529823 0.511976 20169
------------------------------------------------------------------------
Classification report for turbine 15, turbine category 11.0
precision recall f1-score support
10 0.612879 0.363596 0.456417 2225
11 0.008065 0.004630 0.005882 216
12 0.019231 0.027778 0.022727 180
13 0.043478 0.044444 0.043956 180
14 0.006452 0.016667 0.009302 180
15 0.022472 0.024242 0.023324 165
16 0.030075 0.027778 0.028881 144
17 0.005618 0.006944 0.006211 144
18 0.007143 0.006944 0.007042 144
19 0.873008 0.878958 0.875973 14086
20 0.509484 0.611178 0.555717 2505
avg / total 0.741790 0.731221 0.732382 20169
Classification report for turbine 15, turbine category 11.0
precision recall f1-score support
10 0.002651 0.238095 0.005244 21
11 0.000000 0.000000 0.000000 36
12 0.000000 0.000000 0.000000 36
13 0.000000 0.000000 0.000000 36
14 0.008621 0.055556 0.014925 36
15 0.006024 0.027778 0.009901 36
16 0.000000 0.000000 0.000000 36
17 0.005128 0.027778 0.008658 36
18 0.000000 0.000000 0.000000 36
19 0.880300 0.846502 0.863070 13466
20 0.889405 0.449015 0.596757 6394
avg / total 0.869738 0.707968 0.765486 20169
Classification report for turbine 15, turbine category 11.0
precision recall f1-score support
10 0.407258 0.099655 0.160127 2027
11 0.000000 0.000000 0.000000 189
12 0.000000 0.000000 0.000000 160
13 0.000000 0.000000 0.000000 115
14 0.021053 0.018519 0.019704 108
15 0.010204 0.009259 0.009709 108
16 0.016260 0.018519 0.017316 108
17 0.011364 0.009259 0.010204 108
18 0.000000 0.000000 0.000000 108
19 0.854878 0.910479 0.881803 12377
20 0.675408 0.800672 0.732725 4761
avg / total 0.725287 0.758045 0.730492 20169
Classification report for turbine 15, turbine category 11.0
precision recall f1-score support
10 0.004484 0.105263 0.008602 19
11 0.000000 0.000000 0.000000 36
12 0.000000 0.000000 0.000000 36
13 0.000000 0.000000 0.000000 36
14 0.000000 0.000000 0.000000 36
15 0.000000 0.000000 0.000000 36
16 0.000000 0.000000 0.000000 36
17 0.000000 0.000000 0.000000 36
18 0.000000 0.000000 0.000000 36
19 0.951458 0.896954 0.923402 14838
20 0.867830 0.791998 0.828182 5024
avg / total 0.916149 0.857256 0.885636 20169
Classification report for turbine 15, turbine category 11.0
precision recall f1-score support
10 0.036424 0.110000 0.054726 100
11 0.005464 0.013889 0.007843 72
12 0.000000 0.000000 0.000000 72
13 0.000000 0.000000 0.000000 72
14 0.008696 0.013889 0.010695 72
15 0.000000 0.000000 0.000000 72
16 0.000000 0.000000 0.000000 72
17 0.000000 0.000000 0.000000 72
18 0.000000 0.000000 0.000000 72
19 0.951533 0.912315 0.931511 15989
20 0.870387 0.854737 0.862491 3504
avg / total 0.905774 0.872378 0.888636 20169
------------------------------------------------------------------------
Classification report for turbine 15, turbine category 16.0
precision recall f1-score support
19 0.903824 0.963967 0.932927 15569
20 0.842593 0.652826 0.735669 4600
avg / total 0.889859 0.893004 0.887938 20169
Classification report for turbine 15, turbine category 16.0
precision recall f1-score support
19 0.981726 0.974830 0.978266 13667
20 0.947863 0.961858 0.954809 6502
avg / total 0.970809 0.970648 0.970704 20169
Classification report for turbine 15, turbine category 16.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 8
11 0.000000 0.000000 0.000000 36
12 0.000000 0.000000 0.000000 36
13 0.000000 0.000000 0.000000 36
14 0.000000 0.000000 0.000000 36
15 0.000000 0.000000 0.000000 36
16 0.000000 0.000000 0.000000 36
17 0.000000 0.000000 0.000000 36
18 0.000000 0.000000 0.000000 36
19 0.929554 0.973733 0.951131 12982
20 0.945358 0.901321 0.922814 6891
avg / total 0.921311 0.934702 0.927497 20169
Classification report for turbine 15, turbine category 16.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 0
11 0.000000 0.000000 0.000000 0
12 0.000000 0.000000 0.000000 0
13 0.000000 0.000000 0.000000 0
14 0.000000 0.000000 0.000000 0
15 0.000000 0.000000 0.000000 0
16 0.000000 0.000000 0.000000 0
17 0.000000 0.000000 0.000000 0
18 0.000000 0.000000 0.000000 0
19 0.968295 0.968166 0.968231 14921
20 0.926720 0.906059 0.916273 5248
avg / total 0.957477 0.952006 0.954711 20169
Classification report for turbine 15, turbine category 16.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 14
11 0.000000 0.000000 0.000000 72
12 0.000000 0.000000 0.000000 72
13 0.000000 0.000000 0.000000 72
14 0.000000 0.000000 0.000000 72
15 0.000000 0.000000 0.000000 72
16 0.000000 0.000000 0.000000 72
17 0.000000 0.000000 0.000000 72
18 0.000000 0.000000 0.000000 72
19 0.967681 0.977215 0.972425 16239
20 0.844660 0.937725 0.888763 3340
avg / total 0.919001 0.942089 0.930124 20169
------------------------------------------------------------------------
Classification report for turbine 15, turbine category 18.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 31
11 0.000000 0.000000 0.000000 180
12 0.000000 0.000000 0.000000 180
13 0.000000 0.000000 0.000000 180
14 0.000000 0.000000 0.000000 180
15 0.000000 0.000000 0.000000 180
16 0.000000 0.000000 0.000000 180
17 0.000000 0.000000 0.000000 180
18 0.000000 0.000000 0.000000 180
19 0.886470 0.954374 0.919170 14334
20 0.826096 0.867553 0.846317 4364
avg / total 0.808753 0.865982 0.836368 20169
Classification report for turbine 15, turbine category 18.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 6
11 0.000000 0.000000 0.000000 36
12 0.000000 0.000000 0.000000 36
13 0.015385 0.027778 0.019802 36
14 0.000000 0.000000 0.000000 36
15 0.000000 0.000000 0.000000 36
16 0.000000 0.000000 0.000000 36
17 0.008333 0.027778 0.012821 36
18 0.000000 0.000000 0.000000 36
19 0.946830 0.918215 0.932303 13401
20 0.938681 0.912728 0.925523 6474
avg / total 0.930455 0.903168 0.916595 20169
Classification report for turbine 15, turbine category 18.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 12
11 0.013889 0.013889 0.013889 72
12 0.000000 0.000000 0.000000 72
13 0.000000 0.000000 0.000000 72
14 0.000000 0.000000 0.000000 72
15 0.000000 0.000000 0.000000 72
16 0.012658 0.013889 0.013245 72
17 0.000000 0.000000 0.000000 72
18 0.001701 0.013889 0.003030 72
19 0.896107 0.893227 0.894665 12756
20 0.913232 0.831209 0.870292 6825
avg / total 0.875878 0.846348 0.860442 20169
Classification report for turbine 15, turbine category 18.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 0
11 0.000000 0.000000 0.000000 0
12 0.000000 0.000000 0.000000 0
13 0.000000 0.000000 0.000000 0
14 0.000000 0.000000 0.000000 0
15 0.000000 0.000000 0.000000 0
16 0.000000 0.000000 0.000000 0
17 0.000000 0.000000 0.000000 0
18 0.000000 0.000000 0.000000 0
19 0.963408 0.929897 0.946356 14921
20 0.914583 0.871189 0.892359 5248
avg / total 0.950704 0.914621 0.932306 20169
Classification report for turbine 15, turbine category 18.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 6
11 0.000000 0.000000 0.000000 36
12 0.000000 0.000000 0.000000 36
13 0.000000 0.000000 0.000000 36
14 0.000000 0.000000 0.000000 36
15 0.000000 0.000000 0.000000 36
16 0.000000 0.000000 0.000000 36
17 0.000000 0.000000 0.000000 36
18 0.000000 0.000000 0.000000 36
19 0.966990 0.938103 0.952327 16269
20 0.900797 0.909040 0.904900 3606
avg / total 0.941060 0.919232 0.929966 20169
------------------------------------------------------------------------
Classification report for turbine 15, turbine category 19.0
precision recall f1-score support
19 0.903152 0.958957 0.930218 15569
20 0.824354 0.651957 0.728089 4600
avg / total 0.885180 0.888938 0.884118 20169
Classification report for turbine 15, turbine category 19.0
precision recall f1-score support
19 0.977179 0.971245 0.974203 13667
20 0.940319 0.952322 0.946283 6502
avg / total 0.965296 0.965145 0.965202 20169
Classification report for turbine 15, turbine category 19.0
precision recall f1-score support
19 0.948075 0.975034 0.961365 13258
20 0.949342 0.897555 0.922722 6911
avg / total 0.948509 0.948485 0.948124 20169
Classification report for turbine 15, turbine category 19.0
precision recall f1-score support
19 0.972656 0.977414 0.975029 14921
20 0.934879 0.921875 0.928332 5248
avg / total 0.962826 0.962963 0.962878 20169
Classification report for turbine 15, turbine category 19.0
precision recall f1-score support
19 0.987389 0.984465 0.985925 16543
20 0.930068 0.942637 0.936310 3626
avg / total 0.977084 0.976945 0.977005 20169
------------------------------------------------------------------------
Classification report for turbine 15, turbine category 20.0
precision recall f1-score support
19 0.899502 0.962361 0.929870 15569
20 0.833144 0.636087 0.721400 4600
avg / total 0.884367 0.887947 0.882324 20169
Classification report for turbine 15, turbine category 20.0
precision recall f1-score support
19 0.980577 0.967806 0.974149 13667
20 0.934132 0.959705 0.946746 6502
avg / total 0.965604 0.965194 0.965315 20169
Classification report for turbine 15, turbine category 20.0
precision recall f1-score support
19 0.949647 0.972997 0.961180 13258
20 0.945634 0.901027 0.922792 6911
avg / total 0.948272 0.948337 0.948026 20169
Classification report for turbine 15, turbine category 20.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 19
11 0.000000 0.000000 0.000000 36
12 0.000000 0.000000 0.000000 36
13 0.000000 0.000000 0.000000 36
14 0.000000 0.000000 0.000000 36
15 0.000000 0.000000 0.000000 36
16 0.000000 0.000000 0.000000 36
17 0.000000 0.000000 0.000000 36
18 0.000000 0.000000 0.000000 36
19 0.955188 0.974110 0.964556 14639
20 0.922519 0.925522 0.924018 5223
avg / total 0.932189 0.946700 0.939377 20169
Classification report for turbine 15, turbine category 20.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 0
11 0.000000 0.000000 0.000000 0
12 0.000000 0.000000 0.000000 0
14 0.000000 0.000000 0.000000 0
16 0.000000 0.000000 0.000000 0
17 0.000000 0.000000 0.000000 0
18 0.000000 0.000000 0.000000 0
19 0.988087 0.982651 0.985361 16543
20 0.929386 0.943740 0.936508 3626
avg / total 0.977533 0.975656 0.976578 20169
------------------------------------------------------------------------
Classification report for turbine 16, turbine category 2.0
precision recall f1-score support
19 0.960017 0.980999 0.970395 18210
20 0.890437 0.790776 0.837653 3556
avg / total 0.948650 0.949922 0.948708 21766
Classification report for turbine 16, turbine category 2.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 273
11 0.000000 0.000000 0.000000 301
12 0.000000 0.000000 0.000000 279
13 0.000000 0.000000 0.000000 252
14 0.000000 0.000000 0.000000 252
15 0.000000 0.000000 0.000000 192
16 0.000000 0.000000 0.000000 144
17 0.000000 0.000000 0.000000 144
18 0.000000 0.000000 0.000000 144
19 0.878293 0.979273 0.926038 17465
20 0.695159 0.687069 0.691090 2320
avg / total 0.778837 0.859000 0.816714 21766
Classification report for turbine 16, turbine category 2.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 0
11 0.000000 0.000000 0.000000 0
12 0.000000 0.000000 0.000000 0
13 0.000000 0.000000 0.000000 0
14 0.000000 0.000000 0.000000 0
15 0.000000 0.000000 0.000000 0
16 0.000000 0.000000 0.000000 0
17 0.000000 0.000000 0.000000 0
18 0.000000 0.000000 0.000000 0
19 0.859641 0.893005 0.876005 8477
20 0.960329 0.859809 0.907293 13289
avg / total 0.921115 0.872737 0.895108 21766
Classification report for turbine 16, turbine category 2.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 0
11 0.000000 0.000000 0.000000 0
12 0.000000 0.000000 0.000000 0
13 0.000000 0.000000 0.000000 0
14 0.000000 0.000000 0.000000 0
15 0.000000 0.000000 0.000000 0
16 0.000000 0.000000 0.000000 0
17 0.000000 0.000000 0.000000 0
18 0.000000 0.000000 0.000000 0
19 0.986420 0.956737 0.971352 18145
20 0.919142 0.922949 0.921042 3621
avg / total 0.975227 0.951116 0.962982 21766
Classification report for turbine 16, turbine category 2.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 0
11 0.000000 0.000000 0.000000 0
12 0.000000 0.000000 0.000000 0
13 0.000000 0.000000 0.000000 0
14 0.000000 0.000000 0.000000 0
15 0.000000 0.000000 0.000000 0
16 0.000000 0.000000 0.000000 0
17 0.000000 0.000000 0.000000 0
18 0.000000 0.000000 0.000000 0
19 0.994061 0.967129 0.980410 21113
20 0.741750 0.791730 0.765926 653
avg / total 0.986491 0.961867 0.973975 21766
------------------------------------------------------------------------
Classification report for turbine 16, turbine category 3.0
precision recall f1-score support
19 0.925052 0.975343 0.949532 18210
20 0.825019 0.595332 0.691604 3556
avg / total 0.908709 0.913259 0.907393 21766
Classification report for turbine 16, turbine category 3.0
precision recall f1-score support
19 0.960371 0.980068 0.970120 19015
20 0.839475 0.720465 0.775430 2751
avg / total 0.945091 0.947257 0.945513 21766
Classification report for turbine 16, turbine category 3.0
precision recall f1-score support
19 0.872814 0.947977 0.908844 8477
20 0.964886 0.911882 0.937635 13289
avg / total 0.929027 0.925940 0.926422 21766
Classification report for turbine 16, turbine category 3.0
precision recall f1-score support
19 0.991020 0.985285 0.988144 18145
20 0.928341 0.955261 0.941609 3621
avg / total 0.980593 0.980290 0.980403 21766
Classification report for turbine 16, turbine category 3.0
precision recall f1-score support
19 0.996101 0.992232 0.994163 21113
20 0.776871 0.874426 0.822767 653
avg / total 0.989524 0.988698 0.989021 21766
------------------------------------------------------------------------
Classification report for turbine 16, turbine category 4.0
precision recall f1-score support
19 0.939378 0.956452 0.947838 18210
20 0.754109 0.683915 0.717298 3556
avg / total 0.909109 0.911927 0.910174 21766
Classification report for turbine 16, turbine category 4.0
precision recall f1-score support
19 0.960491 0.979332 0.969820 19015
20 0.834735 0.721556 0.774030 2751
avg / total 0.944597 0.946752 0.945074 21766
Classification report for turbine 16, turbine category 4.0
precision recall f1-score support
19 0.872439 0.929456 0.900046 8477
20 0.953043 0.913312 0.932754 13289
avg / total 0.921651 0.919599 0.920016 21766
Classification report for turbine 16, turbine category 4.0
precision recall f1-score support
19 0.990012 0.983246 0.986617 18145
20 0.918825 0.950290 0.934293 3621
avg / total 0.978169 0.977763 0.977913 21766
Classification report for turbine 16, turbine category 4.0
precision recall f1-score support
19 0.996625 0.992895 0.994756 21113
20 0.795082 0.891271 0.840433 653
avg / total 0.990578 0.989847 0.990127 21766
------------------------------------------------------------------------
Classification report for turbine 16, turbine category 5.0
precision recall f1-score support
19 0.937219 0.974739 0.955611 18210
20 0.837283 0.665636 0.741658 3556
avg / total 0.920893 0.924240 0.920657 21766
Classification report for turbine 16, turbine category 5.0
precision recall f1-score support
19 0.958989 0.980121 0.969440 19015
20 0.837907 0.710287 0.768837 2751
avg / total 0.943686 0.946017 0.944086 21766
Classification report for turbine 16, turbine category 5.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 22
11 0.000000 0.000000 0.000000 36
12 0.000000 0.000000 0.000000 36
13 0.000000 0.000000 0.000000 36
14 0.000000 0.000000 0.000000 36
15 0.000000 0.000000 0.000000 36
16 0.000000 0.000000 0.000000 36
17 0.000000 0.000000 0.000000 36
18 0.000000 0.000000 0.000000 36
19 0.875241 0.855828 0.865426 8476
20 0.886407 0.920416 0.903092 12980
avg / total 0.869435 0.882156 0.875562 21766
Classification report for turbine 16, turbine category 5.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 0
11 0.000000 0.000000 0.000000 0
19 0.990018 0.983852 0.986925 18145
20 0.922252 0.950014 0.935927 3621
avg / total 0.978744 0.978223 0.978441 21766
Classification report for turbine 16, turbine category 5.0
precision recall f1-score support
11 0.000000 0.000000 0.000000 0
19 0.996285 0.990811 0.993541 21113
20 0.788752 0.880551 0.832127 653
avg / total 0.990059 0.987503 0.988698 21766
------------------------------------------------------------------------
Classification report for turbine 16, turbine category 6.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 0
11 0.000000 0.000000 0.000000 0
12 0.000000 0.000000 0.000000 0
13 0.000000 0.000000 0.000000 0
14 0.000000 0.000000 0.000000 0
15 0.000000 0.000000 0.000000 0
17 0.000000 0.000000 0.000000 0
18 0.000000 0.000000 0.000000 0
19 0.955730 0.976881 0.966190 18210
20 0.868306 0.724972 0.790192 3556
avg / total 0.941447 0.935725 0.937436 21766
Classification report for turbine 16, turbine category 6.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 0
11 0.000000 0.000000 0.000000 0
13 0.000000 0.000000 0.000000 0
14 0.000000 0.000000 0.000000 0
15 0.000000 0.000000 0.000000 0
17 0.000000 0.000000 0.000000 0
18 0.000000 0.000000 0.000000 0
19 0.960339 0.977965 0.969072 19015
20 0.834532 0.716830 0.771216 2751
avg / total 0.944438 0.944960 0.944065 21766
Classification report for turbine 16, turbine category 6.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 71
11 0.000000 0.000000 0.000000 108
12 0.000000 0.000000 0.000000 108
13 0.000000 0.000000 0.000000 108
14 0.000000 0.000000 0.000000 108
15 0.000000 0.000000 0.000000 108
16 0.000000 0.000000 0.000000 108
17 0.000000 0.000000 0.000000 108
18 0.000000 0.000000 0.000000 108
19 0.802146 0.936815 0.864266 7660
20 0.956310 0.925670 0.940741 13171
avg / total 0.860976 0.889828 0.873416 21766
Classification report for turbine 16, turbine category 6.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 482
11 0.000000 0.000000 0.000000 260
12 0.027027 0.004630 0.007905 216
13 0.015957 0.018868 0.017291 159
14 0.014706 0.010000 0.011905 100
15 0.000000 0.000000 0.000000 72
16 0.000000 0.000000 0.000000 72
17 0.000000 0.000000 0.000000 39
18 0.000000 0.000000 0.000000 36
19 0.927120 0.946298 0.936611 17113
20 0.804243 0.883743 0.842121 3217
avg / total 0.848245 0.874851 0.861112 21766
Classification report for turbine 16, turbine category 6.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 0
11 0.000000 0.000000 0.000000 0
12 0.000000 0.000000 0.000000 0
13 0.000000 0.000000 0.000000 0
14 0.000000 0.000000 0.000000 0
15 0.000000 0.000000 0.000000 0
16 0.000000 0.000000 0.000000 0
17 0.000000 0.000000 0.000000 0
18 0.000000 0.000000 0.000000 0
19 0.996338 0.966514 0.981199 21113
20 0.768987 0.744257 0.756420 653
avg / total 0.989517 0.959846 0.974456 21766
------------------------------------------------------------------------
Classification report for turbine 16, turbine category 7.0
precision recall f1-score support
19 0.929906 0.989347 0.958706 18210
20 0.918896 0.618110 0.739072 3556
avg / total 0.928107 0.928696 0.922823 21766
Classification report for turbine 16, turbine category 7.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 87
11 0.000000 0.000000 0.000000 36
12 0.000000 0.000000 0.000000 36
13 0.000000 0.000000 0.000000 36
14 0.000000 0.000000 0.000000 36
15 0.000000 0.000000 0.000000 36
16 0.000000 0.000000 0.000000 36
17 0.000000 0.000000 0.000000 36
18 0.000000 0.000000 0.000000 36
19 0.946555 0.980062 0.963017 18758
20 0.790102 0.703380 0.744223 2633
avg / total 0.911322 0.929707 0.919959 21766
Classification report for turbine 16, turbine category 7.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 0
12 0.000000 0.000000 0.000000 0
13 0.000000 0.000000 0.000000 0
14 0.000000 0.000000 0.000000 0
15 0.000000 0.000000 0.000000 0
16 0.000000 0.000000 0.000000 0
17 0.000000 0.000000 0.000000 0
18 0.000000 0.000000 0.000000 0
19 0.855125 0.914239 0.883694 8477
20 0.948587 0.869140 0.907127 13289
avg / total 0.912188 0.886704 0.898001 21766
Classification report for turbine 16, turbine category 7.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 0
11 0.000000 0.000000 0.000000 0
12 0.000000 0.000000 0.000000 0
14 0.000000 0.000000 0.000000 0
15 0.000000 0.000000 0.000000 0
16 0.000000 0.000000 0.000000 0
18 0.000000 0.000000 0.000000 0
19 0.988317 0.983687 0.985996 18145
20 0.925312 0.940900 0.933041 3621
avg / total 0.977835 0.976569 0.977187 21766
Classification report for turbine 16, turbine category 7.0
precision recall f1-score support
18 0.000000 0.000000 0.000000 0
19 0.996198 0.992943 0.994568 21113
20 0.798050 0.877489 0.835886 653
avg / total 0.990254 0.989479 0.989807 21766
------------------------------------------------------------------------
Classification report for turbine 16, turbine category 8.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 4
11 0.000000 0.000000 0.000000 36
12 0.000000 0.000000 0.000000 36
13 0.000000 0.000000 0.000000 36
14 0.000000 0.000000 0.000000 36
15 0.000000 0.000000 0.000000 36
16 0.019074 0.194444 0.034739 36
17 0.014085 0.111111 0.025000 36
18 0.000000 0.000000 0.000000 36
19 0.913960 0.940474 0.927028 17925
20 0.877609 0.438433 0.584743 3549
avg / total 0.895827 0.846504 0.858880 21766
Classification report for turbine 16, turbine category 8.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 0
11 0.000000 0.000000 0.000000 0
12 0.000000 0.000000 0.000000 0
13 0.000000 0.000000 0.000000 0
14 0.000000 0.000000 0.000000 0
15 0.000000 0.000000 0.000000 0
16 0.000000 0.000000 0.000000 0
17 0.000000 0.000000 0.000000 0
18 0.000000 0.000000 0.000000 0
19 0.953411 0.966448 0.959885 19015
20 0.829365 0.607779 0.701489 2751
avg / total 0.937733 0.921116 0.927227 21766
Classification report for turbine 16, turbine category 8.0
precision recall f1-score support
10 0.208719 0.187872 0.197747 841
11 0.000000 0.000000 0.000000 131
12 0.000000 0.000000 0.000000 108
13 0.000000 0.000000 0.000000 108
14 0.000000 0.000000 0.000000 108
15 0.000000 0.000000 0.000000 108
16 0.000000 0.000000 0.000000 108
17 0.000000 0.000000 0.000000 108
18 0.000000 0.000000 0.000000 108
19 0.796983 0.887434 0.839780 7560
20 0.909251 0.866405 0.887311 12478
avg / total 0.806136 0.812184 0.807999 21766
Classification report for turbine 16, turbine category 8.0
precision recall f1-score support
10 0.254417 0.730964 0.377457 197
11 0.006211 0.027778 0.010152 36
12 0.000000 0.000000 0.000000 36
13 0.000000 0.000000 0.000000 36
14 0.000000 0.000000 0.000000 69
15 0.000000 0.000000 0.000000 72
16 0.000000 0.000000 0.000000 72
17 0.000000 0.000000 0.000000 72
18 0.000000 0.000000 0.000000 72
19 0.962206 0.941170 0.951572 17610
20 0.865590 0.812822 0.838376 3494
avg / total 0.919745 0.898603 0.907893 21766
Classification report for turbine 16, turbine category 8.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 4
11 0.000000 0.000000 0.000000 36
12 0.000000 0.000000 0.000000 36
13 0.000000 0.000000 0.000000 36
14 0.011111 0.333333 0.021505 3
15 0.000000 0.000000 0.000000 0
16 0.000000 0.000000 0.000000 0
17 0.000000 0.000000 0.000000 0
18 0.000000 0.000000 0.000000 0
19 0.991222 0.962386 0.976591 21003
20 0.746246 0.766975 0.756469 648
avg / total 0.978693 0.951530 0.964881 21766
------------------------------------------------------------------------
Classification report for turbine 16, turbine category 9.0
precision recall f1-score support
19 0.949040 0.966447 0.957664 18210
20 0.810366 0.734252 0.770434 3556
avg / total 0.926384 0.928512 0.927076 21766
Classification report for turbine 16, turbine category 9.0
precision recall f1-score support
19 0.958297 0.980068 0.969060 19015
20 0.836567 0.705198 0.765286 2751
avg / total 0.942912 0.945328 0.943305 21766
Classification report for turbine 16, turbine category 9.0
precision recall f1-score support
19 0.823191 0.911171 0.864950 8477
20 0.939191 0.875160 0.906045 13289
avg / total 0.894013 0.889185 0.890040 21766
Classification report for turbine 16, turbine category 9.0
precision recall f1-score support
19 0.990347 0.983852 0.987089 18145
20 0.921658 0.951947 0.936558 3621
avg / total 0.978920 0.978545 0.978683 21766
Classification report for turbine 16, turbine category 9.0
precision recall f1-score support
19 0.996383 0.991711 0.994042 21113
20 0.767287 0.883614 0.821352 653
avg / total 0.989510 0.988468 0.988861 21766
------------------------------------------------------------------------
Classification report for turbine 16, turbine category 10.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 563
11 0.000000 0.000000 0.000000 144
12 0.016129 0.020833 0.018182 144
13 0.006667 0.006944 0.006803 144
14 0.027397 0.013889 0.018433 144
15 0.000000 0.000000 0.000000 144
16 0.002545 0.006944 0.003724 144
17 0.000000 0.000000 0.000000 144
18 0.007937 0.006944 0.007407 144
19 0.888551 0.902965 0.895700 16829
20 0.797365 0.788951 0.793136 3222
avg / total 0.805443 0.815308 0.810304 21766
Classification report for turbine 16, turbine category 10.0
precision recall f1-score support
10 0.068536 0.048889 0.057069 450
11 0.005618 0.004484 0.004988 223
12 0.020725 0.018519 0.019560 216
13 0.009050 0.009259 0.009153 216
14 0.000000 0.000000 0.000000 216
15 0.006173 0.004630 0.005291 216
16 0.041096 0.027778 0.033149 216
17 0.021368 0.023148 0.022222 216
18 0.005747 0.004630 0.005128 216
19 0.870272 0.906212 0.887879 17241
20 0.681313 0.602991 0.639764 2340
avg / total 0.765103 0.784572 0.774243 21766
Classification report for turbine 16, turbine category 10.0
precision recall f1-score support
10 0.018416 0.127389 0.032180 157
11 0.002674 0.013889 0.004484 72
12 0.000000 0.000000 0.000000 72
13 0.000000 0.000000 0.000000 72
14 0.000000 0.000000 0.000000 72
15 0.000000 0.000000 0.000000 72
16 0.014925 0.013889 0.014388 72
17 0.000000 0.000000 0.000000 72
18 0.000000 0.000000 0.000000 72
19 0.844323 0.810385 0.827006 8185
20 0.909979 0.789928 0.845715 12848
avg / total 0.854836 0.772030 0.810493 21766
Classification report for turbine 16, turbine category 10.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 0
11 0.000000 0.000000 0.000000 0
12 0.000000 0.000000 0.000000 0
13 0.000000 0.000000 0.000000 0
14 0.000000 0.000000 0.000000 0
15 0.000000 0.000000 0.000000 0
16 0.000000 0.000000 0.000000 0
17 0.000000 0.000000 0.000000 0
18 0.000000 0.000000 0.000000 0
19 0.982261 0.894131 0.936126 18145
20 0.900340 0.731014 0.806889 3621
avg / total 0.968632 0.866994 0.914626 21766
Classification report for turbine 16, turbine category 10.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 0
11 0.000000 0.000000 0.000000 0
12 0.000000 0.000000 0.000000 0
13 0.000000 0.000000 0.000000 0
14 0.000000 0.000000 0.000000 0
15 0.000000 0.000000 0.000000 0
16 0.000000 0.000000 0.000000 0
17 0.000000 0.000000 0.000000 0
18 0.000000 0.000000 0.000000 0
19 0.995153 0.933595 0.963392 21113
20 0.730986 0.794793 0.761555 653
avg / total 0.987228 0.929431 0.957337 21766
------------------------------------------------------------------------
Classification report for turbine 16, turbine category 11.0
precision recall f1-score support
10 0.836618 0.546512 0.661140 2408
11 0.016393 0.012365 0.014097 647
12 0.055866 0.016529 0.025510 605
13 0.000000 0.000000 0.000000 576
14 0.022727 0.007326 0.011080 546
15 0.031496 0.007828 0.012539 511
16 0.022124 0.009921 0.013699 504
17 0.000000 0.000000 0.000000 504
18 0.023256 0.009479 0.013468 422
19 0.696264 0.897107 0.784028 13898
20 0.309417 0.180786 0.228225 1145
avg / total 0.557723 0.644400 0.588044 21766
Classification report for turbine 16, turbine category 11.0
precision recall f1-score support
10 0.461623 0.583799 0.515572 1432
11 0.077367 0.102603 0.088216 653
12 0.023508 0.021242 0.022318 612
13 0.013514 0.013072 0.013289 612
14 0.043630 0.040850 0.042194 612
15 0.022727 0.022491 0.022609 578
16 0.030172 0.024306 0.026923 576
17 0.015487 0.012987 0.014127 539
18 0.009950 0.008547 0.009195 468
19 0.735807 0.748697 0.742196 14385
20 0.438389 0.284834 0.345310 1299
avg / total 0.549411 0.557153 0.551734 21766
Classification report for turbine 16, turbine category 11.0
precision recall f1-score support
10 0.001959 0.054839 0.003782 310
11 0.000000 0.000000 0.000000 72
12 0.000000 0.000000 0.000000 72
13 0.000000 0.000000 0.000000 72
14 0.009434 0.013889 0.011236 72
15 0.003745 0.013333 0.005848 75
16 0.005792 0.027778 0.009585 108
17 0.005319 0.018519 0.008264 108
18 0.006536 0.009259 0.007663 108
19 0.817899 0.654076 0.726871 8048
20 0.848024 0.263187 0.401704 12721
avg / total 0.798201 0.396812 0.503772 21766
Classification report for turbine 16, turbine category 11.0
precision recall f1-score support
10 0.123908 0.405195 0.189781 385
11 0.033113 0.018657 0.023866 536
12 0.021951 0.017857 0.019694 504
13 0.033898 0.027778 0.030534 504
14 0.030151 0.024390 0.026966 492
15 0.034301 0.027957 0.030806 465
16 0.014733 0.019002 0.016598 421
17 0.029762 0.034884 0.032120 430
18 0.017738 0.020202 0.018890 396
19 0.782866 0.795223 0.788996 14445
20 0.818817 0.625157 0.709000 3188
avg / total 0.646389 0.630571 0.635137 21766
Classification report for turbine 16, turbine category 11.0
precision recall f1-score support
10 0.640805 0.564557 0.600269 395
11 0.028892 0.028346 0.028617 635
12 0.025000 0.022876 0.023891 612
13 0.011382 0.012868 0.012079 544
14 0.021938 0.023346 0.022620 514
15 0.014730 0.017857 0.016143 504
16 0.022222 0.024096 0.023121 498
17 0.027027 0.034188 0.030189 468
18 0.014706 0.013514 0.014085 444
19 0.794312 0.775906 0.785001 16917
20 0.259446 0.438298 0.325949 235
avg / total 0.635865 0.622347 0.628714 21766
------------------------------------------------------------------------
Classification report for turbine 16, turbine category 16.0
precision recall f1-score support
19 0.952333 0.980835 0.966374 18210
20 0.884092 0.748594 0.810720 3556
avg / total 0.941184 0.942893 0.940944 21766
Classification report for turbine 16, turbine category 16.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 4
11 0.000000 0.000000 0.000000 36
12 0.000000 0.000000 0.000000 36
13 0.000000 0.000000 0.000000 36
14 0.000000 0.000000 0.000000 36
15 0.000000 0.000000 0.000000 36
16 0.000000 0.000000 0.000000 36
17 0.000000 0.000000 0.000000 36
18 0.000000 0.000000 0.000000 36
19 0.946937 0.978650 0.962532 18782
20 0.805096 0.704309 0.751337 2692
avg / total 0.916691 0.931591 0.923499 21766
Classification report for turbine 16, turbine category 16.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 79
11 0.000000 0.000000 0.000000 72
12 0.000000 0.000000 0.000000 72
13 0.000000 0.000000 0.000000 72
14 0.000000 0.000000 0.000000 72
15 0.000000 0.000000 0.000000 72
16 0.000000 0.000000 0.000000 72
17 0.000000 0.000000 0.000000 72
18 0.000000 0.000000 0.000000 72
19 0.852576 0.919181 0.884627 8154
20 0.925555 0.906769 0.916066 12957
avg / total 0.870363 0.884131 0.876721 21766
Classification report for turbine 16, turbine category 16.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 0
11 0.000000 0.000000 0.000000 0
12 0.000000 0.000000 0.000000 0
13 0.000000 0.000000 0.000000 0
14 0.000000 0.000000 0.000000 0
15 0.000000 0.000000 0.000000 0
16 0.000000 0.000000 0.000000 0
17 0.000000 0.000000 0.000000 0
18 0.000000 0.000000 0.000000 0
19 0.985407 0.967594 0.976420 18145
20 0.907127 0.892847 0.899930 3621
avg / total 0.972384 0.955159 0.963695 21766
Classification report for turbine 16, turbine category 16.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 0
11 0.000000 0.000000 0.000000 0
12 0.000000 0.000000 0.000000 0
13 0.000000 0.000000 0.000000 0
14 0.000000 0.000000 0.000000 0
15 0.000000 0.000000 0.000000 0
16 0.000000 0.000000 0.000000 0
17 0.000000 0.000000 0.000000 0
18 0.000000 0.000000 0.000000 0
19 0.995137 0.988585 0.991850 21113
20 0.775887 0.837672 0.805596 653
avg / total 0.988559 0.984058 0.986262 21766
------------------------------------------------------------------------
Classification report for turbine 16, turbine category 18.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 45
11 0.032258 0.003968 0.007067 252
12 0.029536 0.027778 0.028630 252
13 0.005000 0.003968 0.004425 252
14 0.000000 0.000000 0.000000 252
15 0.000000 0.000000 0.000000 252
16 0.000000 0.000000 0.000000 252
17 0.013333 0.003968 0.006116 252
18 0.000000 0.000000 0.000000 236
19 0.854300 0.954959 0.901830 16363
20 0.826766 0.693568 0.754332 3358
avg / total 0.770715 0.825370 0.794879 21766
Classification report for turbine 16, turbine category 18.0
precision recall f1-score support
10 0.005000 0.050000 0.009091 20
11 0.000000 0.000000 0.000000 108
12 0.000000 0.000000 0.000000 108
13 0.006452 0.009259 0.007605 108
14 0.000000 0.000000 0.000000 108
15 0.000000 0.000000 0.000000 108
16 0.009709 0.009259 0.009479 108
17 0.000000 0.000000 0.000000 108
18 0.000000 0.000000 0.000000 108
19 0.917769 0.921801 0.919781 18210
20 0.786301 0.644461 0.708350 2672
avg / total 0.864441 0.850455 0.856563 21766
Classification report for turbine 16, turbine category 18.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 5
11 0.000000 0.000000 0.000000 36
12 0.000000 0.000000 0.000000 36
13 0.000000 0.000000 0.000000 36
14 0.000000 0.000000 0.000000 36
15 0.000000 0.000000 0.000000 36
16 0.000000 0.000000 0.000000 36
17 0.078091 1.000000 0.144869 36
18 0.000000 0.000000 0.000000 36
19 0.884224 0.803985 0.842198 8331
20 0.940370 0.908385 0.924101 13142
avg / total 0.906351 0.857852 0.880552 21766
Classification report for turbine 16, turbine category 18.0
precision recall f1-score support
10 0.037037 0.055556 0.044444 18
11 0.024691 0.018519 0.021164 108
12 0.019048 0.018519 0.018779 108
13 0.000000 0.000000 0.000000 108
14 0.000000 0.000000 0.000000 108
15 0.034884 0.027778 0.030928 108
16 0.020833 0.018519 0.019608 108
17 0.000000 0.000000 0.000000 108
18 0.000000 0.000000 0.000000 108
19 0.942622 0.941153 0.941887 17316
20 0.897520 0.922926 0.910046 3568
avg / total 0.897556 0.900487 0.898986 21766
Classification report for turbine 16, turbine category 18.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 12
11 0.017341 0.041667 0.024490 72
12 0.028037 0.041667 0.033520 72
13 0.000000 0.000000 0.000000 72
14 0.006897 0.013889 0.009217 72
15 0.000000 0.000000 0.000000 72
16 0.009804 0.013889 0.011494 72
17 0.000000 0.000000 0.000000 72
18 0.010526 0.013889 0.011976 72
19 0.967912 0.948639 0.958179 20541
20 0.767647 0.819466 0.792711 637
avg / total 0.936143 0.919645 0.927751 21766
------------------------------------------------------------------------
Classification report for turbine 16, turbine category 19.0
precision recall f1-score support
19 0.945886 0.980999 0.963123 18210
20 0.879861 0.712598 0.787446 3556
avg / total 0.935099 0.937150 0.934422 21766
Classification report for turbine 16, turbine category 19.0
precision recall f1-score support
19 0.959783 0.978964 0.969279 19015
20 0.831295 0.716467 0.769621 2751
avg / total 0.943544 0.945787 0.944044 21766
Classification report for turbine 16, turbine category 19.0
precision recall f1-score support
19 0.880403 0.927451 0.903315 8477
20 0.952088 0.919633 0.935579 13289
avg / total 0.924169 0.922678 0.923013 21766
Classification report for turbine 16, turbine category 19.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 1487
11 0.000000 0.000000 0.000000 72
12 0.000000 0.000000 0.000000 72
13 0.000000 0.000000 0.000000 64
14 0.000000 0.000000 0.000000 36
15 0.000000 0.000000 0.000000 36
16 0.000000 0.000000 0.000000 36
17 0.000000 0.000000 0.000000 36
18 0.000000 0.000000 0.000000 36
19 0.964329 0.983702 0.973919 17671
20 0.552139 0.930180 0.692953 2220
avg / total 0.839218 0.893504 0.861366 21766
Classification report for turbine 16, turbine category 19.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 0
11 0.000000 0.000000 0.000000 0
12 0.000000 0.000000 0.000000 0
13 0.000000 0.000000 0.000000 0
14 0.000000 0.000000 0.000000 0
15 0.000000 0.000000 0.000000 0
16 0.000000 0.000000 0.000000 0
17 0.000000 0.000000 0.000000 0
18 0.000000 0.000000 0.000000 0
19 0.996209 0.983233 0.989678 21113
20 0.788219 0.860643 0.822840 653
avg / total 0.989969 0.979555 0.984673 21766
------------------------------------------------------------------------
Classification report for turbine 16, turbine category 20.0
precision recall f1-score support
19 0.945388 0.983910 0.964265 18210
20 0.895878 0.708943 0.791523 3556
avg / total 0.937300 0.938987 0.936043 21766
Classification report for turbine 16, turbine category 20.0
precision recall f1-score support
19 0.964649 0.978701 0.971624 19015
20 0.836297 0.752090 0.791962 2751
avg / total 0.948426 0.950060 0.948917 21766
Classification report for turbine 16, turbine category 20.0
precision recall f1-score support
19 0.893480 0.918249 0.905696 8477
20 0.946913 0.930168 0.938466 13289
avg / total 0.926103 0.925526 0.925703 21766
Classification report for turbine 16, turbine category 20.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 84
11 0.000000 0.000000 0.000000 118
12 0.000000 0.000000 0.000000 108
13 0.000000 0.000000 0.000000 102
14 0.000000 0.000000 0.000000 72
15 0.000000 0.000000 0.000000 72
16 0.000000 0.000000 0.000000 72
17 0.000000 0.000000 0.000000 72
18 0.000000 0.000000 0.000000 43
19 0.954913 0.986383 0.970393 17478
20 0.912446 0.955430 0.933444 3545
avg / total 0.915400 0.947671 0.931250 21766
Classification report for turbine 16, turbine category 20.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 13
11 0.000000 0.000000 0.000000 36
12 0.000000 0.000000 0.000000 36
13 0.000000 0.000000 0.000000 36
14 0.000000 0.000000 0.000000 36
15 0.000000 0.000000 0.000000 36
16 0.000000 0.000000 0.000000 36
17 0.000000 0.000000 0.000000 36
18 0.000000 0.000000 0.000000 36
19 0.982011 0.980549 0.981280 20822
20 0.763380 0.842924 0.801183 643
avg / total 0.961973 0.962924 0.962390 21766
------------------------------------------------------------------------
Classification report for turbine 17, turbine category 2.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 9
11 0.000000 0.000000 0.000000 36
12 0.000000 0.000000 0.000000 36
13 0.000000 0.000000 0.000000 36
14 0.000000 0.000000 0.000000 36
15 0.000000 0.000000 0.000000 36
16 0.000000 0.000000 0.000000 36
17 0.000000 0.000000 0.000000 36
18 0.000000 0.000000 0.000000 36
19 0.969072 0.980905 0.974953 18591
20 0.854833 0.876396 0.865480 2775
avg / total 0.941152 0.954069 0.947563 21663
Classification report for turbine 17, turbine category 2.0
precision recall f1-score support
10 0.100000 0.080925 0.089457 173
11 0.000000 0.000000 0.000000 144
12 0.000000 0.000000 0.000000 144
13 0.000000 0.000000 0.000000 113
14 0.000000 0.000000 0.000000 108
15 0.000000 0.000000 0.000000 108
16 0.000000 0.000000 0.000000 88
17 0.000000 0.000000 0.000000 36
18 0.000000 0.000000 0.000000 36
19 0.904189 0.966818 0.934455 15159
20 0.889880 0.826431 0.856983 5554
avg / total 0.861667 0.889074 0.874328 21663
Classification report for turbine 17, turbine category 2.0
precision recall f1-score support
10 0.071174 0.090090 0.079523 222
11 0.036364 0.010204 0.015936 196
12 0.007634 0.007299 0.007463 137
13 0.000000 0.000000 0.000000 108
14 0.000000 0.000000 0.000000 108
15 0.000000 0.000000 0.000000 108
16 0.000000 0.000000 0.000000 105
17 0.000000 0.000000 0.000000 72
18 0.000000 0.000000 0.000000 72
19 0.848556 0.917254 0.881569 10635
20 0.939320 0.853737 0.894486 9900
avg / total 0.846957 0.841527 0.842575 21663
Classification report for turbine 17, turbine category 2.0
precision recall f1-score support
10 0.318841 0.064327 0.107056 342
11 0.034483 0.015326 0.021220 261
12 0.048193 0.037037 0.041885 216
13 0.000000 0.000000 0.000000 216
14 0.022989 0.009259 0.013201 216
15 0.026549 0.013889 0.018237 216
16 0.000000 0.000000 0.000000 222
17 0.066667 0.011905 0.020202 252
18 0.068966 0.007937 0.014235 252
19 0.904552 0.950782 0.927091 17453
20 0.675687 0.829450 0.744714 2017
avg / total 0.799674 0.845266 0.819336 21663
Classification report for turbine 17, turbine category 2.0
precision recall f1-score support
10 0.058333 0.084337 0.068966 83
11 0.008772 0.013889 0.010753 72
12 0.000000 0.000000 0.000000 72
13 0.000000 0.000000 0.000000 72
14 0.025641 0.013889 0.018018 72
15 0.000000 0.000000 0.000000 72
16 0.000000 0.000000 0.000000 66
17 0.000000 0.000000 0.000000 36
18 0.000000 0.000000 0.000000 36
19 0.962621 0.937595 0.949943 18348
20 0.884203 0.874177 0.879161 2734
avg / total 0.927245 0.904861 0.915893 21663
------------------------------------------------------------------------
Classification report for turbine 17, turbine category 3.0
precision recall f1-score support
19 0.977128 0.978842 0.977984 18811
20 0.858815 0.848878 0.853818 2852
avg / total 0.961552 0.961732 0.961637 21663
Classification report for turbine 17, turbine category 3.0
precision recall f1-score support
19 0.944854 0.975553 0.959958 15912
20 0.925678 0.842462 0.882112 5751
avg / total 0.939763 0.940221 0.939292 21663
Classification report for turbine 17, turbine category 3.0
precision recall f1-score support
19 0.932749 0.976821 0.954276 11217
20 0.973780 0.924373 0.948433 10446
avg / total 0.952534 0.951530 0.951459 21663
Classification report for turbine 17, turbine category 3.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 5
11 0.000000 0.000000 0.000000 36
12 0.000000 0.000000 0.000000 36
13 0.000000 0.000000 0.000000 36
14 0.000000 0.000000 0.000000 36
15 0.000000 0.000000 0.000000 36
16 0.000000 0.000000 0.000000 35
17 0.000000 0.000000 0.000000 36
18 0.000000 0.000000 0.000000 36
19 0.977392 0.982217 0.979798 18838
20 0.864568 0.932491 0.897246 2533
avg / total 0.951025 0.963163 0.956939 21663
Classification report for turbine 17, turbine category 3.0
precision recall f1-score support
11 0.000000 0.000000 0.000000 0
12 0.000000 0.000000 0.000000 0
13 0.000000 0.000000 0.000000 0
14 0.000000 0.000000 0.000000 0
15 0.000000 0.000000 0.000000 0
16 0.000000 0.000000 0.000000 0
17 0.000000 0.000000 0.000000 0
18 0.000000 0.000000 0.000000 0
19 0.992289 0.961373 0.976586 18873
20 0.900922 0.945161 0.922512 2790
avg / total 0.980522 0.959285 0.969622 21663
------------------------------------------------------------------------
Classification report for turbine 17, turbine category 4.0
precision recall f1-score support
19 0.978337 0.974749 0.976540 18811
20 0.837384 0.857644 0.847393 2852
avg / total 0.959781 0.959332 0.959537 21663
Classification report for turbine 17, turbine category 4.0
precision recall f1-score support
19 0.949431 0.974610 0.961856 15912
20 0.924188 0.856373 0.888989 5751
avg / total 0.942729 0.943221 0.942511 21663
Classification report for turbine 17, turbine category 4.0
precision recall f1-score support
19 0.895437 0.977980 0.934890 11217
20 0.973757 0.877369 0.923054 10446
avg / total 0.933203 0.929465 0.929183 21663
Classification report for turbine 17, turbine category 4.0
precision recall f1-score support
19 0.989829 0.983866 0.986838 19090
20 0.885417 0.924990 0.904771 2573
avg / total 0.977427 0.976873 0.977091 21663
Classification report for turbine 17, turbine category 4.0
precision recall f1-score support
19 0.993369 0.984316 0.988822 18873
20 0.900068 0.955556 0.926982 2790
avg / total 0.981353 0.980612 0.980858 21663
------------------------------------------------------------------------
Classification report for turbine 17, turbine category 5.0
precision recall f1-score support
10 0.833333 0.186567 0.304878 134
11 0.000000 0.000000 0.000000 36
12 0.000000 0.000000 0.000000 36
13 0.000000 0.000000 0.000000 36
14 0.000000 0.000000 0.000000 36
15 0.000000 0.000000 0.000000 36
16 0.000000 0.000000 0.000000 36
17 0.000000 0.000000 0.000000 36
18 0.000000 0.000000 0.000000 36
19 0.960278 0.941094 0.950589 18521
20 0.789656 0.836397 0.812355 2720
avg / total 0.925303 0.910770 0.916601 21663
Classification report for turbine 17, turbine category 5.0
precision recall f1-score support
10 0.060976 0.058140 0.059524 86
11 0.000000 0.000000 0.000000 41
12 0.000000 0.000000 0.000000 36
13 0.000000 0.000000 0.000000 36
14 0.000000 0.000000 0.000000 36
15 0.000000 0.000000 0.000000 36
16 0.000000 0.000000 0.000000 36
17 0.000000 0.000000 0.000000 36
18 0.000000 0.000000 0.000000 36
19 0.940305 0.958711 0.949419 15888
20 0.859415 0.811156 0.834589 5396
avg / total 0.903947 0.905415 0.904442 21663
Classification report for turbine 17, turbine category 5.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 38
11 0.000000 0.000000 0.000000 36
12 0.000000 0.000000 0.000000 36
13 0.000000 0.000000 0.000000 36
14 0.000000 0.000000 0.000000 36
15 0.000000 0.000000 0.000000 36
16 0.000000 0.000000 0.000000 36
17 0.000000 0.000000 0.000000 36
18 0.000000 0.000000 0.000000 36
19 0.887829 0.960201 0.922598 10955
20 0.956582 0.861587 0.906603 10382
avg / total 0.907418 0.898491 0.901049 21663
Classification report for turbine 17, turbine category 5.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 5
11 0.000000 0.000000 0.000000 36
12 0.000000 0.000000 0.000000 36
13 0.000000 0.000000 0.000000 36
14 0.000000 0.000000 0.000000 36
15 0.000000 0.000000 0.000000 36
16 0.000000 0.000000 0.000000 36
17 0.000000 0.000000 0.000000 36
18 0.000000 0.000000 0.000000 36
19 0.975719 0.968535 0.972114 18878
20 0.836649 0.877608 0.856639 2492
avg / total 0.946524 0.944975 0.945682 21663
Classification report for turbine 17, turbine category 5.0
precision recall f1-score support
10 0.107280 0.205882 0.141058 136
11 0.000000 0.000000 0.000000 57
12 0.000000 0.000000 0.000000 36
13 0.000000 0.000000 0.000000 36
14 0.000000 0.000000 0.000000 36
15 0.000000 0.000000 0.000000 36
16 0.000000 0.000000 0.000000 36
17 0.000000 0.000000 0.000000 36
18 0.000000 0.000000 0.000000 36
19 0.978979 0.970951 0.974948 18658
20 0.819646 0.795312 0.807296 2560
avg / total 0.940713 0.931542 0.935994 21663
------------------------------------------------------------------------
Classification report for turbine 17, turbine category 6.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 0
11 0.000000 0.000000 0.000000 0
12 0.000000 0.000000 0.000000 0
13 0.000000 0.000000 0.000000 0
14 0.000000 0.000000 0.000000 0
16 0.000000 0.000000 0.000000 0
17 0.000000 0.000000 0.000000 0
18 0.000000 0.000000 0.000000 0
19 0.976391 0.976131 0.976261 18811
20 0.845877 0.823633 0.834607 2852
avg / total 0.959208 0.956054 0.957612 21663
Classification report for turbine 17, turbine category 6.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 4
11 0.000000 0.000000 0.000000 36
12 0.000000 0.000000 0.000000 36
13 0.000000 0.000000 0.000000 36
14 0.000000 0.000000 0.000000 36
15 0.000000 0.000000 0.000000 36
16 0.000000 0.000000 0.000000 36
17 0.000000 0.000000 0.000000 36
18 0.000000 0.000000 0.000000 36
19 0.930283 0.974698 0.951973 15730
20 0.902051 0.803226 0.849775 5641
avg / total 0.910392 0.916909 0.912529 21663
Classification report for turbine 17, turbine category 6.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 0
11 0.000000 0.000000 0.000000 0
12 0.000000 0.000000 0.000000 0
13 0.000000 0.000000 0.000000 0
14 0.000000 0.000000 0.000000 0
15 0.000000 0.000000 0.000000 0
17 0.000000 0.000000 0.000000 0
18 0.000000 0.000000 0.000000 0
19 0.919017 0.970224 0.943926 11217
20 0.968895 0.897568 0.931869 10446
avg / total 0.943069 0.935189 0.938112 21663
Classification report for turbine 17, turbine category 6.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 0
11 0.000000 0.000000 0.000000 0
12 0.000000 0.000000 0.000000 0
13 0.000000 0.000000 0.000000 0
14 0.000000 0.000000 0.000000 0
15 0.000000 0.000000 0.000000 0
16 0.000000 0.000000 0.000000 0
17 0.000000 0.000000 0.000000 0
18 0.000000 0.000000 0.000000 0
19 0.988771 0.982504 0.985628 19090
20 0.889954 0.902060 0.895966 2573
avg / total 0.977034 0.972949 0.974978 21663
Classification report for turbine 17, turbine category 6.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 109
11 0.000000 0.000000 0.000000 108
12 0.000000 0.000000 0.000000 108
13 0.000000 0.000000 0.000000 108
14 0.000000 0.000000 0.000000 108
15 0.000000 0.000000 0.000000 108
16 0.000000 0.000000 0.000000 108
17 0.000000 0.000000 0.000000 108
18 0.000000 0.000000 0.000000 108
19 0.948820 0.981720 0.964990 18053
20 0.853366 0.918089 0.884545 2637
avg / total 0.894584 0.929880 0.911854 21663
------------------------------------------------------------------------
Classification report for turbine 17, turbine category 7.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 0
11 0.000000 0.000000 0.000000 0
12 0.000000 0.000000 0.000000 0
13 0.000000 0.000000 0.000000 0
14 0.000000 0.000000 0.000000 0
15 0.000000 0.000000 0.000000 0
16 0.000000 0.000000 0.000000 0
17 0.000000 0.000000 0.000000 0
18 0.000000 0.000000 0.000000 0
19 0.982673 0.958748 0.970563 18811
20 0.818329 0.886045 0.850842 2852
avg / total 0.961037 0.949176 0.954801 21663
Classification report for turbine 17, turbine category 7.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 0
11 0.000000 0.000000 0.000000 0
12 0.000000 0.000000 0.000000 0
13 0.000000 0.000000 0.000000 0
14 0.000000 0.000000 0.000000 0
15 0.000000 0.000000 0.000000 0
16 0.000000 0.000000 0.000000 0
17 0.000000 0.000000 0.000000 0
19 0.954551 0.955631 0.955091 15912
20 0.919542 0.824726 0.869557 5751
avg / total 0.945257 0.920879 0.932384 21663
Classification report for turbine 17, turbine category 7.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 0
11 0.000000 0.000000 0.000000 0
12 0.000000 0.000000 0.000000 0
13 0.000000 0.000000 0.000000 0
14 0.000000 0.000000 0.000000 0
18 0.000000 0.000000 0.000000 0
19 0.925153 0.971918 0.947959 11217
20 0.970555 0.915087 0.942005 10446
avg / total 0.947046 0.944514 0.945088 21663
Classification report for turbine 17, turbine category 7.0
precision recall f1-score support
11 0.000000 0.000000 0.000000 0
12 0.000000 0.000000 0.000000 0
13 0.000000 0.000000 0.000000 0
14 0.000000 0.000000 0.000000 0
15 0.000000 0.000000 0.000000 0
16 0.000000 0.000000 0.000000 0
17 0.000000 0.000000 0.000000 0
18 0.000000 0.000000 0.000000 0
19 0.989552 0.977423 0.983450 19090
20 0.871560 0.923047 0.896565 2573
avg / total 0.975538 0.970964 0.973130 21663
Classification report for turbine 17, turbine category 7.0
precision recall f1-score support
10 0.666667 0.002312 0.004608 865
11 0.000000 0.000000 0.000000 822
12 0.000000 0.000000 0.000000 362
13 0.000000 0.000000 0.000000 256
14 0.000000 0.000000 0.000000 185
15 0.000000 0.000000 0.000000 180
16 0.000000 0.000000 0.000000 180
17 0.000000 0.000000 0.000000 180
18 0.000000 0.000000 0.000000 173
19 0.871688 0.984198 0.924533 16580
20 0.612814 0.946277 0.743885 1880
avg / total 0.746958 0.835480 0.772342 21663
------------------------------------------------------------------------
Classification report for turbine 17, turbine category 8.0
precision recall f1-score support
10 0.094270 0.554348 0.161137 92
11 0.024896 0.041667 0.031169 144
12 0.000000 0.000000 0.000000 144
13 0.000000 0.000000 0.000000 144
14 0.003968 0.006944 0.005051 144
15 0.007463 0.006944 0.007194 144
16 0.000000 0.000000 0.000000 144
17 0.013123 0.138889 0.023981 144
18 0.000000 0.000000 0.000000 144
19 0.921234 0.790305 0.850762 17907
20 0.742502 0.689889 0.715229 2512
avg / total 0.848336 0.736925 0.787323 21663
Classification report for turbine 17, turbine category 8.0
precision recall f1-score support
10 0.708647 0.435167 0.539213 2599
11 0.024793 0.002860 0.005128 1049
12 0.037736 0.009122 0.014692 877
13 0.051429 0.010909 0.018000 825
14 0.058824 0.015979 0.025131 751
15 0.003968 0.001618 0.002299 618
16 0.011364 0.003968 0.005882 504
17 0.006780 0.003992 0.005025 501
18 0.000000 0.000000 0.000000 448
19 0.653316 0.864117 0.744074 10590
20 0.450727 0.662185 0.536367 2901
avg / total 0.472014 0.565019 0.502980 21663
Classification report for turbine 17, turbine category 8.0
precision recall f1-score support
10 0.038020 0.296675 0.067403 391
11 0.015727 0.080000 0.026287 150
12 0.004608 0.027778 0.007905 108
13 0.023529 0.055556 0.033058 108
14 0.009901 0.027778 0.014599 108
15 0.009709 0.027778 0.014388 108
16 0.000000 0.000000 0.000000 108
17 0.002358 0.009259 0.003759 108
18 0.020270 0.055556 0.029703 108
19 0.841863 0.759745 0.798699 10826
20 0.880015 0.508176 0.644295 9540
avg / total 0.809406 0.610396 0.684797 21663
Classification report for turbine 17, turbine category 8.0
precision recall f1-score support
10 0.194946 0.540000 0.286472 300
11 0.022222 0.040741 0.028758 270
12 0.014184 0.046512 0.021739 129
13 0.004090 0.018519 0.006700 108
14 0.003436 0.009524 0.005051 105
15 0.008955 0.027778 0.013544 108
16 0.006849 0.018519 0.010000 108
17 0.000000 0.000000 0.000000 108
18 0.004673 0.009259 0.006211 108
19 0.940265 0.845053 0.890120 18161
20 0.727273 0.552363 0.627864 2158
avg / total 0.863912 0.772146 0.813432 21663
Classification report for turbine 17, turbine category 8.0
precision recall f1-score support
10 0.044362 0.369231 0.079208 65
11 0.015576 0.019841 0.017452 252
12 0.007353 0.007937 0.007634 252
13 0.016667 0.023810 0.019608 252
14 0.014851 0.011905 0.013216 252
15 0.023810 0.019841 0.021645 252
16 0.022989 0.023810 0.023392 252
17 0.019324 0.015873 0.017429 252
18 0.004762 0.003968 0.004329 252
19 0.892488 0.880814 0.886613 17049
20 0.790945 0.703514 0.744672 2533
avg / total 0.796471 0.778055 0.786534 21663
------------------------------------------------------------------------
Classification report for turbine 17, turbine category 9.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 86
11 0.000000 0.000000 0.000000 82
12 0.000000 0.000000 0.000000 36
13 0.000000 0.000000 0.000000 36
14 0.000000 0.000000 0.000000 36
15 0.000000 0.000000 0.000000 36
16 0.000000 0.000000 0.000000 36
17 0.000000 0.000000 0.000000 36
18 0.000000 0.000000 0.000000 36
19 0.962698 0.978851 0.970707 18535
20 0.815406 0.848227 0.831493 2708
avg / total 0.925621 0.943544 0.934485 21663
Classification report for turbine 17, turbine category 9.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 0
11 0.000000 0.000000 0.000000 0
12 0.000000 0.000000 0.000000 0
13 0.000000 0.000000 0.000000 0
14 0.000000 0.000000 0.000000 0
15 0.000000 0.000000 0.000000 0
16 0.000000 0.000000 0.000000 0
17 0.000000 0.000000 0.000000 0
18 0.000000 0.000000 0.000000 0
19 0.951319 0.956699 0.954001 15912
20 0.923794 0.792558 0.853159 5751
avg / total 0.944011 0.913124 0.927230 21663
Classification report for turbine 17, turbine category 9.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 0
11 0.000000 0.000000 0.000000 0
12 0.000000 0.000000 0.000000 0
13 0.000000 0.000000 0.000000 0
14 0.000000 0.000000 0.000000 0
15 0.000000 0.000000 0.000000 0
16 0.000000 0.000000 0.000000 0
17 0.000000 0.000000 0.000000 0
18 0.000000 0.000000 0.000000 0
19 0.916688 0.964251 0.939868 11217
20 0.962936 0.902834 0.931917 10446
avg / total 0.938989 0.934635 0.936034 21663
Classification report for turbine 17, turbine category 9.0
precision recall f1-score support
10 0.250000 0.083333 0.125000 12
11 0.000000 0.000000 0.000000 36
12 0.000000 0.000000 0.000000 36
13 0.000000 0.000000 0.000000 36
14 0.000000 0.000000 0.000000 36
15 0.000000 0.000000 0.000000 36
16 0.000000 0.000000 0.000000 35
17 0.000000 0.000000 0.000000 36
18 0.000000 0.000000 0.000000 36
19 0.975279 0.980093 0.977680 18838
20 0.862533 0.914093 0.887565 2526
avg / total 0.948809 0.958916 0.953747 21663
Classification report for turbine 17, turbine category 9.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 0
11 0.000000 0.000000 0.000000 0
12 0.000000 0.000000 0.000000 0
13 0.000000 0.000000 0.000000 0
14 0.000000 0.000000 0.000000 0
15 0.000000 0.000000 0.000000 0
16 0.000000 0.000000 0.000000 0
17 0.000000 0.000000 0.000000 0
18 0.000000 0.000000 0.000000 0
19 0.991560 0.964817 0.978006 18873
20 0.910386 0.939427 0.924678 2790
avg / total 0.981105 0.961547 0.971138 21663
------------------------------------------------------------------------
Classification report for turbine 17, turbine category 10.0
precision recall f1-score support
10 0.002415 0.005051 0.003268 198
11 0.000000 0.000000 0.000000 72
12 0.000000 0.000000 0.000000 72
13 0.000000 0.000000 0.000000 72
14 0.000000 0.000000 0.000000 72
15 0.000000 0.000000 0.000000 72
16 0.015152 0.013889 0.014493 72
17 0.006061 0.013889 0.008439 72
18 0.004724 0.041667 0.008487 72
19 0.942529 0.864998 0.902100 18296
20 0.685940 0.635943 0.659996 2593
avg / total 0.878248 0.806952 0.841024 21663
Classification report for turbine 17, turbine category 10.0
precision recall f1-score support
10 0.061286 0.220430 0.095906 186
11 0.000000 0.000000 0.000000 154
12 0.000000 0.000000 0.000000 130
13 0.000000 0.000000 0.000000 90
14 0.000000 0.000000 0.000000 72
15 0.000000 0.000000 0.000000 72
16 0.000000 0.000000 0.000000 72
17 0.012346 0.013889 0.013072 72
18 0.007205 0.069444 0.013055 72
19 0.883744 0.875107 0.879404 15245
20 0.879646 0.705893 0.783249 5498
avg / total 0.845764 0.797166 0.818563 21663
Classification report for turbine 17, turbine category 10.0
precision recall f1-score support
10 0.092398 0.603053 0.160243 131
11 0.000000 0.000000 0.000000 144
12 0.000000 0.000000 0.000000 144
13 0.000000 0.000000 0.000000 144
14 0.022727 0.006944 0.010638 144
15 0.000000 0.000000 0.000000 144
16 0.000000 0.000000 0.000000 144
17 0.000000 0.000000 0.000000 144
18 0.000000 0.000000 0.000000 144
19 0.817781 0.908226 0.860634 10199
20 0.951020 0.846773 0.895874 10181
avg / total 0.832676 0.829248 0.827264 21663
Classification report for turbine 17, turbine category 10.0
precision recall f1-score support
10 0.611307 0.116892 0.196256 1480
11 0.039474 0.006363 0.010959 943
12 0.010870 0.003236 0.004988 618
13 0.020690 0.005941 0.009231 505
14 0.000000 0.000000 0.000000 432
15 0.010989 0.004630 0.006515 432
16 0.010309 0.004843 0.006590 413
17 0.009091 0.002525 0.003953 396
18 0.000000 0.000000 0.000000 396
19 0.786291 0.920119 0.847957 15135
20 0.286872 0.775465 0.418811 913
avg / total 0.606295 0.684254 0.624652 21663
Classification report for turbine 17, turbine category 10.0
precision recall f1-score support
10 0.045956 0.091575 0.061200 273
11 0.034722 0.049383 0.040775 405
12 0.051389 0.093434 0.066308 396
13 0.018648 0.021798 0.020101 367
14 0.041056 0.038889 0.039943 360
15 0.022109 0.036111 0.027426 360
16 0.052174 0.066667 0.058537 360
17 0.029333 0.033742 0.031384 326
18 0.008902 0.009259 0.009077 324
19 0.862692 0.796567 0.828312 16256
20 0.708279 0.723166 0.715645 2236
avg / total 0.725449 0.679546 0.701222 21663
------------------------------------------------------------------------
Classification report for turbine 17, turbine category 11.0
precision recall f1-score support
10 0.626794 0.599542 0.612865 1311
11 0.017928 0.018219 0.018072 494
12 0.043933 0.091904 0.059448 457
13 0.037618 0.111111 0.056206 432
14 0.012121 0.016393 0.013937 366
15 0.005556 0.006579 0.006024 304
16 0.006202 0.013889 0.008574 288
17 0.028099 0.059028 0.038074 288
18 0.006897 0.010417 0.008299 288
19 0.860242 0.720608 0.784258 16178
20 0.546431 0.688146 0.609155 1257
avg / total 0.714987 0.620413 0.661960 21663
Classification report for turbine 17, turbine category 11.0
precision recall f1-score support
10 0.419741 0.505200 0.458522 2500
11 0.079480 0.051887 0.062785 1060
12 0.036885 0.019129 0.025192 941
13 0.034899 0.029748 0.032119 874
14 0.014768 0.008883 0.011094 788
15 0.008245 0.011475 0.009596 610
16 0.064220 0.036458 0.046512 576
17 0.020478 0.010417 0.013809 576
18 0.015487 0.012750 0.013986 549
19 0.655685 0.746472 0.698140 10985
20 0.419037 0.347550 0.379960 2204
avg / total 0.433875 0.478973 0.453684 21663
Classification report for turbine 17, turbine category 11.0
precision recall f1-score support
10 0.090488 0.234463 0.130580 1416
11 0.017157 0.033981 0.022801 618
12 0.040254 0.040685 0.040469 467
13 0.032872 0.054755 0.041081 347
14 0.006711 0.021605 0.010241 324
15 0.014545 0.024691 0.018307 324
16 0.007246 0.006173 0.006667 324
17 0.018072 0.018519 0.018293 324
18 0.001550 0.003086 0.002064 324
19 0.661602 0.710158 0.685021 8584
20 0.742896 0.315759 0.443159 8611
avg / total 0.565979 0.426072 0.459143 21663
Classification report for turbine 17, turbine category 11.0
precision recall f1-score support
10 0.065831 0.471910 0.115543 178
11 0.004405 0.032258 0.007752 124
12 0.002725 0.018519 0.004751 108
13 0.002660 0.018519 0.004651 108
14 0.001715 0.009259 0.002894 108
15 0.012069 0.064815 0.020349 108
16 0.004630 0.020202 0.007533 99
17 0.000000 0.000000 0.000000 72
18 0.001799 0.013889 0.003185 72
19 0.940655 0.739503 0.828038 18219
20 0.691429 0.294285 0.412852 2467
avg / total 0.870538 0.660204 0.744613 21663
Classification report for turbine 17, turbine category 11.0
precision recall f1-score support
10 0.001330 0.250000 0.002646 4
11 0.001770 0.027778 0.003328 36
12 0.000000 0.000000 0.000000 36
13 0.000000 0.000000 0.000000 36
14 0.002703 0.027778 0.004926 36
15 0.000000 0.000000 0.000000 36
16 0.002924 0.027778 0.005291 36
17 0.002160 0.027778 0.004008 36
18 0.008097 0.055556 0.014134 36
19 0.972609 0.834606 0.898338 18592
20 0.850612 0.475351 0.609880 2779
avg / total 0.943878 0.777593 0.849278 21663
------------------------------------------------------------------------
Classification report for turbine 17, turbine category 16.0
precision recall f1-score support
19 0.983042 0.979959 0.981498 18811
20 0.870491 0.888499 0.879403 2852
avg / total 0.968224 0.967918 0.968057 21663
Classification report for turbine 17, turbine category 16.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 111
11 0.000000 0.000000 0.000000 38
12 0.000000 0.000000 0.000000 36
13 0.000000 0.000000 0.000000 36
14 0.000000 0.000000 0.000000 36
15 0.000000 0.000000 0.000000 36
16 0.000000 0.000000 0.000000 36
17 0.000000 0.000000 0.000000 36
18 0.000000 0.000000 0.000000 36
19 0.934399 0.971389 0.952535 15763
20 0.874905 0.839425 0.856798 5499
avg / total 0.902001 0.919910 0.910601 21663
Classification report for turbine 17, turbine category 16.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 0
11 0.000000 0.000000 0.000000 0
12 0.000000 0.000000 0.000000 0
13 0.000000 0.000000 0.000000 0
14 0.000000 0.000000 0.000000 0
15 0.000000 0.000000 0.000000 0
16 0.000000 0.000000 0.000000 0
17 0.000000 0.000000 0.000000 0
18 0.000000 0.000000 0.000000 0
19 0.850722 0.944994 0.895384 11217
20 0.963912 0.802891 0.876064 10446
avg / total 0.905303 0.876471 0.886068 21663
Classification report for turbine 17, turbine category 16.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 0
11 0.000000 0.000000 0.000000 0
12 0.000000 0.000000 0.000000 0
13 0.000000 0.000000 0.000000 0
14 0.000000 0.000000 0.000000 0
15 0.000000 0.000000 0.000000 0
16 0.000000 0.000000 0.000000 0
17 0.000000 0.000000 0.000000 0
19 0.986622 0.973546 0.980041 19090
20 0.863636 0.893510 0.878319 2573
avg / total 0.972015 0.964040 0.967959 21663
Classification report for turbine 17, turbine category 16.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 7
11 0.000000 0.000000 0.000000 36
12 0.000000 0.000000 0.000000 36
13 0.000000 0.000000 0.000000 36
14 0.000000 0.000000 0.000000 36
15 0.000000 0.000000 0.000000 36
16 0.000000 0.000000 0.000000 36
17 0.000000 0.000000 0.000000 36
18 0.000000 0.000000 0.000000 36
19 0.981424 0.977476 0.979446 18647
20 0.892286 0.943771 0.917307 2721
avg / total 0.956863 0.959932 0.958303 21663
------------------------------------------------------------------------
Classification report for turbine 17, turbine category 18.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 50
11 0.000000 0.000000 0.000000 288
12 0.000000 0.000000 0.000000 288
13 0.000000 0.000000 0.000000 288
14 0.000000 0.000000 0.000000 288
15 0.000000 0.000000 0.000000 288
16 0.000000 0.000000 0.000000 288
17 0.000000 0.000000 0.000000 288
18 0.000000 0.000000 0.000000 288
19 0.877901 0.978989 0.925693 16848
20 0.734609 0.858188 0.791604 2461
avg / total 0.766226 0.858884 0.809870 21663
Classification report for turbine 17, turbine category 18.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 12
11 0.007042 0.013889 0.009346 72
12 0.000000 0.000000 0.000000 72
13 0.000000 0.000000 0.000000 72
14 0.004021 0.041667 0.007335 72
15 0.000000 0.000000 0.000000 72
16 0.000000 0.000000 0.000000 72
17 0.028302 0.041667 0.033708 72
18 0.000000 0.000000 0.000000 72
19 0.903340 0.872611 0.887710 15433
20 0.884977 0.766395 0.821429 5642
avg / total 0.874169 0.821585 0.846519 21663
Classification report for turbine 17, turbine category 18.0
precision recall f1-score support
10 0.004717 0.090909 0.008969 11
11 0.000000 0.000000 0.000000 72
12 0.000000 0.000000 0.000000 72
13 0.000000 0.000000 0.000000 72
14 0.000000 0.000000 0.000000 72
15 0.000000 0.000000 0.000000 72
16 0.000000 0.000000 0.000000 72
17 0.000000 0.000000 0.000000 72
18 0.019231 0.013889 0.016129 72
19 0.899022 0.867014 0.882728 10926
20 0.934981 0.879803 0.906553 10150
avg / total 0.891576 0.849605 0.870030 21663
Classification report for turbine 17, turbine category 18.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 13
11 0.014925 0.013889 0.014388 72
12 0.000000 0.000000 0.000000 72
13 0.000000 0.000000 0.000000 72
14 0.000000 0.000000 0.000000 72
15 0.000000 0.000000 0.000000 72
16 0.000000 0.000000 0.000000 72
17 0.000000 0.000000 0.000000 72
18 0.000000 0.000000 0.000000 72
19 0.955212 0.941907 0.948513 18522
20 0.842389 0.856583 0.849427 2552
avg / total 0.915999 0.906292 0.911099 21663
Classification report for turbine 17, turbine category 18.0
precision recall f1-score support
10 0.111111 0.076923 0.090909 13
11 0.015873 0.013889 0.014815 72
12 0.000000 0.000000 0.000000 72
13 0.000000 0.000000 0.000000 72
14 0.000000 0.000000 0.000000 72
15 0.143541 0.416667 0.213523 72
16 0.000000 0.000000 0.000000 72
17 0.000000 0.000000 0.000000 72
18 0.000000 0.000000 0.000000 72
19 0.963646 0.955750 0.959682 18305
20 0.894995 0.923438 0.908994 2769
avg / total 0.929267 0.927111 0.927923 21663
------------------------------------------------------------------------
Classification report for turbine 17, turbine category 19.0
precision recall f1-score support
19 0.977538 0.978630 0.978084 18811
20 0.858001 0.851683 0.854830 2852
avg / total 0.961801 0.961917 0.961857 21663
Classification report for turbine 17, turbine category 19.0
precision recall f1-score support
19 0.945300 0.976370 0.960584 15912
20 0.928080 0.843679 0.883869 5751
avg / total 0.940728 0.941144 0.940218 21663
Classification report for turbine 17, turbine category 19.0
precision recall f1-score support
19 0.895593 0.976553 0.934323 11217
20 0.972116 0.877752 0.922527 10446
avg / total 0.932493 0.928911 0.928635 21663
Classification report for turbine 17, turbine category 19.0
precision recall f1-score support
19 0.990924 0.983709 0.987303 19090
20 0.885324 0.933152 0.908609 2573
avg / total 0.978381 0.977704 0.977956 21663
Classification report for turbine 17, turbine category 19.0
precision recall f1-score support
19 0.993908 0.985429 0.989650 18873
20 0.906811 0.959140 0.932242 2790
avg / total 0.982690 0.982043 0.982256 21663
------------------------------------------------------------------------
Classification report for turbine 17, turbine category 20.0
precision recall f1-score support
19 0.979569 0.978736 0.979152 18811
20 0.860530 0.865358 0.862937 2852
avg / total 0.963897 0.963809 0.963852 21663
Classification report for turbine 17, turbine category 20.0
precision recall f1-score support
19 0.947857 0.975616 0.961536 15912
20 0.926585 0.851504 0.887459 5751
avg / total 0.942210 0.942667 0.941870 21663
Classification report for turbine 17, turbine category 20.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 21
11 0.000000 0.000000 0.000000 36
12 0.000000 0.000000 0.000000 36
13 0.000000 0.000000 0.000000 36
14 0.000000 0.000000 0.000000 36
15 0.000000 0.000000 0.000000 36
16 0.000000 0.000000 0.000000 36
17 0.000000 0.000000 0.000000 36
18 0.000000 0.000000 0.000000 36
19 0.931753 0.977052 0.953865 11025
20 0.964166 0.942976 0.953453 10329
avg / total 0.933917 0.946868 0.940063 21663
Classification report for turbine 17, turbine category 20.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 20
11 0.000000 0.000000 0.000000 39
12 0.000000 0.000000 0.000000 36
13 0.000000 0.000000 0.000000 36
14 0.000000 0.000000 0.000000 36
15 0.000000 0.000000 0.000000 36
16 0.000000 0.000000 0.000000 36
17 0.000000 0.000000 0.000000 36
18 0.000000 0.000000 0.000000 36
19 0.972923 0.978720 0.975813 18797
20 0.862491 0.910763 0.885970 2555
avg / total 0.945931 0.956654 0.951207 21663
Classification report for turbine 17, turbine category 20.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 0
11 0.000000 0.000000 0.000000 0
12 0.000000 0.000000 0.000000 0
13 0.000000 0.000000 0.000000 0
14 0.000000 0.000000 0.000000 0
15 0.000000 0.000000 0.000000 0
16 0.000000 0.000000 0.000000 0
17 0.000000 0.000000 0.000000 0
18 0.000000 0.000000 0.000000 0
19 0.991466 0.960314 0.975641 18873
20 0.901515 0.938351 0.919564 2790
avg / total 0.979881 0.957485 0.968419 21663
------------------------------------------------------------------------
Classification report for turbine 18, turbine category 2.0
precision recall f1-score support
19 0.989796 0.909317 0.947851 19309
20 0.519088 0.912603 0.661765 2071
avg / total 0.944201 0.909635 0.920139 21380
Classification report for turbine 18, turbine category 2.0
precision recall f1-score support
19 0.992422 0.987614 0.990012 20023
20 0.829436 0.888725 0.858058 1357
avg / total 0.982077 0.981338 0.981637 21380
Classification report for turbine 18, turbine category 2.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 202
11 0.000000 0.000000 0.000000 219
12 0.000000 0.000000 0.000000 216
13 0.000000 0.000000 0.000000 216
14 0.000000 0.000000 0.000000 216
15 0.000000 0.000000 0.000000 185
16 0.000000 0.000000 0.000000 177
17 0.000000 0.000000 0.000000 144
18 0.000000 0.000000 0.000000 144
19 0.882853 0.989570 0.933170 16587
20 0.883788 0.801561 0.840669 3074
avg / total 0.812004 0.882975 0.844842 21380
Classification report for turbine 18, turbine category 2.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 0
11 0.000000 0.000000 0.000000 0
12 0.000000 0.000000 0.000000 0
13 0.000000 0.000000 0.000000 0
14 0.000000 0.000000 0.000000 0
15 0.000000 0.000000 0.000000 0
16 0.000000 0.000000 0.000000 0
17 0.000000 0.000000 0.000000 0
18 0.000000 0.000000 0.000000 0
19 0.989178 0.966240 0.977574 20527
20 0.739079 0.733880 0.736471 853
avg / total 0.979199 0.956969 0.967955 21380
Classification report for turbine 18, turbine category 2.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 7
11 0.000000 0.000000 0.000000 36
12 0.000000 0.000000 0.000000 36
13 0.000000 0.000000 0.000000 36
14 0.000000 0.000000 0.000000 36
15 0.000000 0.000000 0.000000 36
16 0.000000 0.000000 0.000000 36
17 0.000000 0.000000 0.000000 36
18 0.000000 0.000000 0.000000 36
19 0.968662 0.982898 0.975728 15378
20 0.976297 0.959874 0.968016 5707
avg / total 0.957334 0.963190 0.960206 21380
------------------------------------------------------------------------
Classification report for turbine 18, turbine category 3.0
precision recall f1-score support
10 0.106952 0.353982 0.164271 113
11 0.000000 0.000000 0.000000 108
12 0.006515 0.018519 0.009639 108
13 0.000000 0.000000 0.000000 108
14 0.006494 0.009259 0.007634 108
15 0.012315 0.046296 0.019455 108
16 0.000000 0.000000 0.000000 108
17 0.000000 0.000000 0.000000 108
18 0.000000 0.000000 0.000000 108
19 0.933140 0.873569 0.902373 18437
20 0.669434 0.656155 0.662728 1966
avg / total 0.866943 0.815903 0.840154 21380
Classification report for turbine 18, turbine category 3.0
precision recall f1-score support
10 0.004587 0.010204 0.006329 98
11 0.000000 0.000000 0.000000 72
12 0.000000 0.000000 0.000000 72
13 0.000000 0.000000 0.000000 72
14 0.000000 0.000000 0.000000 72
15 0.000000 0.000000 0.000000 72
16 0.000000 0.000000 0.000000 72
17 0.000000 0.000000 0.000000 72
18 0.000000 0.000000 0.000000 72
19 0.958977 0.913059 0.935455 19381
20 0.767247 0.830943 0.797826 1325
avg / total 0.916884 0.879233 0.897464 21380
Classification report for turbine 18, turbine category 3.0
precision recall f1-score support
10 0.009709 0.218750 0.018592 32
11 0.000000 0.000000 0.000000 108
12 0.011905 0.009259 0.010417 108
13 0.038095 0.037037 0.037559 108
14 0.000000 0.000000 0.000000 108
15 0.008929 0.009259 0.009091 108
16 0.000000 0.000000 0.000000 108
17 0.020000 0.018519 0.019231 108
18 0.000000 0.000000 0.000000 108
19 0.918667 0.941698 0.930040 17272
20 0.900048 0.585928 0.709787 3212
avg / total 0.877783 0.849486 0.858387 21380
Classification report for turbine 18, turbine category 3.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 0
11 0.000000 0.000000 0.000000 0
12 0.000000 0.000000 0.000000 0
13 0.000000 0.000000 0.000000 0
14 0.000000 0.000000 0.000000 0
15 0.000000 0.000000 0.000000 0
16 0.000000 0.000000 0.000000 0
17 0.000000 0.000000 0.000000 0
18 0.000000 0.000000 0.000000 0
19 0.987246 0.931456 0.958540 20527
20 0.718310 0.597890 0.652591 853
avg / total 0.976517 0.918148 0.946334 21380
Classification report for turbine 18, turbine category 3.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 0
11 0.000000 0.000000 0.000000 0
12 0.000000 0.000000 0.000000 0
13 0.000000 0.000000 0.000000 0
14 0.000000 0.000000 0.000000 0
15 0.000000 0.000000 0.000000 0
16 0.000000 0.000000 0.000000 0
17 0.000000 0.000000 0.000000 0
18 0.000000 0.000000 0.000000 0
19 0.984991 0.946764 0.965499 15666
20 0.981427 0.934022 0.957138 5714
avg / total 0.984039 0.943358 0.963265 21380
------------------------------------------------------------------------
Classification report for turbine 18, turbine category 4.0
precision recall f1-score support
19 0.985408 0.909317 0.945835 19309
20 0.508422 0.874457 0.642997 2071
avg / total 0.939204 0.905940 0.916500 21380
Classification report for turbine 18, turbine category 4.0
precision recall f1-score support
19 0.992519 0.987265 0.989885 20023
20 0.825701 0.890199 0.856738 1357
avg / total 0.981931 0.981104 0.981434 21380
Classification report for turbine 18, turbine category 4.0
precision recall f1-score support
19 0.960320 0.991563 0.975692 18135
20 0.942373 0.771032 0.848136 3245
avg / total 0.957596 0.958092 0.956332 21380
Classification report for turbine 18, turbine category 4.0
precision recall f1-score support
19 0.989975 0.991036 0.990505 20527
20 0.778580 0.758499 0.768409 853
avg / total 0.981541 0.981759 0.981644 21380
Classification report for turbine 18, turbine category 4.0
precision recall f1-score support
19 0.985369 0.993042 0.989191 15666
20 0.980508 0.959573 0.969927 5714
avg / total 0.984070 0.984097 0.984042 21380
------------------------------------------------------------------------
Classification report for turbine 18, turbine category 5.0
precision recall f1-score support
10 0.013333 0.017391 0.015094 230
11 0.007194 0.009346 0.008130 107
12 0.000000 0.000000 0.000000 72
13 0.011628 0.027778 0.016393 72
14 0.000000 0.000000 0.000000 72
15 0.000000 0.000000 0.000000 72
16 0.005780 0.013889 0.008163 72
17 0.000000 0.000000 0.000000 72
18 0.000000 0.000000 0.000000 72
19 0.943826 0.910804 0.927021 18521
20 0.762020 0.777502 0.769684 2018
avg / total 0.889778 0.862769 0.875991 21380
Classification report for turbine 18, turbine category 5.0
precision recall f1-score support
10 0.130919 0.419643 0.199575 112
11 0.000000 0.000000 0.000000 72
12 0.012500 0.013889 0.013158 72
13 0.000000 0.000000 0.000000 72
14 0.000000 0.000000 0.000000 72
15 0.000000 0.000000 0.000000 72
16 0.000000 0.000000 0.000000 72
17 0.012195 0.013889 0.012987 72
18 0.000000 0.000000 0.000000 72
19 0.960476 0.936444 0.948308 19463
20 0.666667 0.647681 0.657037 1229
avg / total 0.913448 0.892002 0.902182 21380
Classification report for turbine 18, turbine category 5.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 6
11 0.000000 0.000000 0.000000 36
12 0.000000 0.000000 0.000000 36
13 0.000000 0.000000 0.000000 36
14 0.000000 0.000000 0.000000 36
15 0.016949 0.027778 0.021053 36
16 0.000000 0.000000 0.000000 36
17 0.000000 0.000000 0.000000 36
18 0.000000 0.000000 0.000000 36
19 0.942948 0.948704 0.945817 17857
20 0.921210 0.716940 0.806339 3229
avg / total 0.926727 0.900702 0.911781 21380
Classification report for turbine 18, turbine category 5.0
precision recall f1-score support
10 0.182796 0.217949 0.198830 78
11 0.000000 0.000000 0.000000 36
12 0.000000 0.000000 0.000000 36
13 0.000000 0.000000 0.000000 36
14 0.000000 0.000000 0.000000 36
15 0.000000 0.000000 0.000000 36
16 0.000000 0.000000 0.000000 36
17 0.000000 0.000000 0.000000 36
18 0.000000 0.000000 0.000000 36
19 0.972782 0.962287 0.967506 20205
20 0.695302 0.640297 0.666667 809
avg / total 0.946297 0.934425 0.940285 21380
Classification report for turbine 18, turbine category 5.0
precision recall f1-score support
10 0.621622 0.003894 0.007739 5907
11 0.000000 0.000000 0.000000 36
12 0.000000 0.000000 0.000000 36
13 0.000000 0.000000 0.000000 36
14 0.000000 0.000000 0.000000 36
15 0.000000 0.000000 0.000000 36
16 0.012987 0.027778 0.017699 36
17 0.000000 0.000000 0.000000 36
18 0.000000 0.000000 0.000000 36
19 0.933225 0.965492 0.949084 14837
20 0.060472 0.706897 0.111413 348
avg / total 0.820378 0.682647 0.662614 21380
------------------------------------------------------------------------
Classification report for turbine 18, turbine category 6.0
precision recall f1-score support
10 0.515625 0.186441 0.273859 531
11 0.000000 0.000000 0.000000 69
12 0.000000 0.000000 0.000000 36
13 0.000000 0.000000 0.000000 36
14 0.000000 0.000000 0.000000 36
15 0.000000 0.000000 0.000000 36
16 0.000000 0.000000 0.000000 36
17 0.000000 0.000000 0.000000 36
18 0.000000 0.000000 0.000000 36
19 0.971446 0.852914 0.908329 19186
20 0.388350 0.715350 0.503408 1342
avg / total 0.908939 0.814920 0.853517 21380
Classification report for turbine 18, turbine category 6.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 0
11 0.000000 0.000000 0.000000 0
12 0.000000 0.000000 0.000000 0
13 0.000000 0.000000 0.000000 0
14 0.000000 0.000000 0.000000 0
15 0.000000 0.000000 0.000000 0
16 0.000000 0.000000 0.000000 0
17 0.000000 0.000000 0.000000 0
18 0.000000 0.000000 0.000000 0
19 0.991605 0.943815 0.967120 20023
20 0.803071 0.655122 0.721591 1357
avg / total 0.979638 0.925491 0.951536 21380
Classification report for turbine 18, turbine category 6.0
precision recall f1-score support
10 0.010949 0.176471 0.020619 17
11 0.000000 0.000000 0.000000 52
12 0.000000 0.000000 0.000000 36
13 0.000000 0.000000 0.000000 36
14 0.000000 0.000000 0.000000 36
15 0.000000 0.000000 0.000000 36
16 0.000000 0.000000 0.000000 36
17 0.000000 0.000000 0.000000 36
18 0.000000 0.000000 0.000000 36
19 0.946980 0.956432 0.951682 17834
20 0.920506 0.631938 0.749402 3225
avg / total 0.928777 0.893265 0.906898 21380
Classification report for turbine 18, turbine category 6.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 22
11 0.000000 0.000000 0.000000 108
12 0.000000 0.000000 0.000000 66
13 0.000000 0.000000 0.000000 36
14 0.000000 0.000000 0.000000 36
15 0.000000 0.000000 0.000000 36
16 0.000000 0.000000 0.000000 36
17 0.000000 0.000000 0.000000 36
18 0.000000 0.000000 0.000000 36
19 0.970135 0.978852 0.974474 20144
20 0.702929 0.611650 0.654121 824
avg / total 0.941142 0.945837 0.943349 21380
Classification report for turbine 18, turbine category 6.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 0
11 0.000000 0.000000 0.000000 0
12 0.000000 0.000000 0.000000 0
13 0.000000 0.000000 0.000000 0
14 0.000000 0.000000 0.000000 0
15 0.000000 0.000000 0.000000 0
16 0.000000 0.000000 0.000000 0
17 0.000000 0.000000 0.000000 0
18 0.000000 0.000000 0.000000 0
19 0.984303 0.980659 0.982477 15666
20 0.976169 0.939097 0.957274 5714
avg / total 0.982129 0.969551 0.975742 21380
------------------------------------------------------------------------
Classification report for turbine 18, turbine category 7.0
precision recall f1-score support
10 0.032258 0.005051 0.008734 198
11 0.000000 0.000000 0.000000 92
12 0.000000 0.000000 0.000000 72
13 0.000000 0.000000 0.000000 64
14 0.000000 0.000000 0.000000 36
15 0.000000 0.000000 0.000000 36
16 0.350000 0.194444 0.250000 36
17 0.314286 0.305556 0.309859 36
18 0.000000 0.000000 0.000000 36
19 0.969047 0.971305 0.970175 18888
20 0.738854 0.861082 0.795299 1886
avg / total 0.922691 0.934939 0.928273 21380
Classification report for turbine 18, turbine category 7.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 0
11 0.000000 0.000000 0.000000 0
12 0.000000 0.000000 0.000000 0
13 0.000000 0.000000 0.000000 0
14 0.000000 0.000000 0.000000 0
15 0.000000 0.000000 0.000000 0
16 0.000000 0.000000 0.000000 0
18 0.000000 0.000000 0.000000 0
19 0.991385 0.965540 0.978292 20023
20 0.802778 0.851879 0.826600 1357
avg / total 0.979414 0.958326 0.968664 21380
Classification report for turbine 18, turbine category 7.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 0
11 0.000000 0.000000 0.000000 0
12 0.000000 0.000000 0.000000 0
13 0.000000 0.000000 0.000000 0
14 0.000000 0.000000 0.000000 0
15 0.000000 0.000000 0.000000 0
18 0.000000 0.000000 0.000000 0
19 0.953671 0.984119 0.968656 18135
20 0.925274 0.728814 0.815377 3245
avg / total 0.949361 0.945370 0.945392 21380
Classification report for turbine 18, turbine category 7.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 0
12 0.000000 0.000000 0.000000 0
13 0.000000 0.000000 0.000000 0
14 0.000000 0.000000 0.000000 0
16 0.000000 0.000000 0.000000 0
18 0.000000 0.000000 0.000000 0
19 0.988016 0.988016 0.988016 20527
20 0.763291 0.706917 0.734023 853
avg / total 0.979050 0.976801 0.977882 21380
Classification report for turbine 18, turbine category 7.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 0
11 0.000000 0.000000 0.000000 0
12 0.000000 0.000000 0.000000 0
13 0.000000 0.000000 0.000000 0
14 0.000000 0.000000 0.000000 0
16 0.000000 0.000000 0.000000 0
18 0.000000 0.000000 0.000000 0
19 0.984540 0.987808 0.986171 15666
20 0.975040 0.957123 0.965998 5714
avg / total 0.982001 0.979607 0.980780 21380
------------------------------------------------------------------------
Classification report for turbine 18, turbine category 8.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 2642
11 0.000000 0.000000 0.000000 78
12 0.000000 0.000000 0.000000 72
13 0.000000 0.000000 0.000000 72
14 0.000000 0.000000 0.000000 72
15 0.000000 0.000000 0.000000 72
16 0.000000 0.000000 0.000000 72
17 0.000000 0.000000 0.000000 72
18 0.000000 0.000000 0.000000 72
19 0.863221 0.971424 0.914132 16937
20 0.450851 0.782609 0.572114 1219
avg / total 0.709540 0.814172 0.756785 21380
Classification report for turbine 18, turbine category 8.0
precision recall f1-score support
10 0.003968 0.250000 0.007812 4
11 0.000000 0.000000 0.000000 36
12 0.000000 0.000000 0.000000 36
13 0.000000 0.000000 0.000000 36
14 0.000000 0.000000 0.000000 36
15 0.000000 0.000000 0.000000 36
16 0.000000 0.000000 0.000000 36
17 0.000000 0.000000 0.000000 36
18 0.000000 0.000000 0.000000 36
19 0.975976 0.948830 0.962211 19738
20 0.762301 0.814815 0.787683 1350
avg / total 0.949155 0.927456 0.938051 21380
Classification report for turbine 18, turbine category 8.0
precision recall f1-score support
10 0.005807 0.121951 0.011086 41
11 0.000000 0.000000 0.000000 72
12 0.009434 0.027778 0.014085 72
13 0.000000 0.000000 0.000000 72
14 0.000000 0.000000 0.000000 72
15 0.000000 0.000000 0.000000 72
16 0.000000 0.000000 0.000000 72
17 0.000000 0.000000 0.000000 72
18 0.000000 0.000000 0.000000 72
19 0.918487 0.944928 0.931520 17577
20 0.889923 0.510044 0.648444 3186
avg / total 0.887767 0.853181 0.862523 21380
Classification report for turbine 18, turbine category 8.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 7
11 0.000000 0.000000 0.000000 36
12 0.000000 0.000000 0.000000 36
13 0.000000 0.000000 0.000000 36
14 0.000000 0.000000 0.000000 36
15 0.000000 0.000000 0.000000 36
16 0.000000 0.000000 0.000000 36
17 0.000000 0.000000 0.000000 36
18 0.000000 0.000000 0.000000 36
19 0.973892 0.956522 0.965129 20240
20 0.733420 0.667456 0.698885 845
avg / total 0.950950 0.931899 0.941289 21380
Classification report for turbine 18, turbine category 8.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 0
11 0.000000 0.000000 0.000000 0
12 0.000000 0.000000 0.000000 0
13 0.000000 0.000000 0.000000 0
14 0.000000 0.000000 0.000000 0
15 0.000000 0.000000 0.000000 0
16 0.000000 0.000000 0.000000 0
17 0.000000 0.000000 0.000000 0
18 0.000000 0.000000 0.000000 0
19 0.983114 0.969999 0.976513 15666
20 0.965175 0.630557 0.762782 5714
avg / total 0.978320 0.879280 0.919391 21380
------------------------------------------------------------------------
Classification report for turbine 18, turbine category 9.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 0
11 0.000000 0.000000 0.000000 0
12 0.000000 0.000000 0.000000 0
13 0.000000 0.000000 0.000000 0
14 0.000000 0.000000 0.000000 0
15 0.000000 0.000000 0.000000 0
16 0.000000 0.000000 0.000000 0
17 0.000000 0.000000 0.000000 0
18 0.000000 0.000000 0.000000 0
19 0.983932 0.903827 0.942180 19309
20 0.845789 0.775954 0.809368 2071
avg / total 0.970551 0.891441 0.929315 21380
Classification report for turbine 18, turbine category 9.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 0
11 0.000000 0.000000 0.000000 0
12 0.000000 0.000000 0.000000 0
13 0.000000 0.000000 0.000000 0
14 0.000000 0.000000 0.000000 0
15 0.000000 0.000000 0.000000 0
16 0.000000 0.000000 0.000000 0
17 0.000000 0.000000 0.000000 0
18 0.000000 0.000000 0.000000 0
19 0.990592 0.946561 0.968076 20023
20 0.783821 0.849668 0.815417 1357
avg / total 0.977468 0.940412 0.958387 21380
Classification report for turbine 18, turbine category 9.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 0
11 0.000000 0.000000 0.000000 0
12 0.000000 0.000000 0.000000 0
13 0.000000 0.000000 0.000000 0
14 0.000000 0.000000 0.000000 0
15 0.000000 0.000000 0.000000 0
18 0.000000 0.000000 0.000000 0
19 0.943946 0.975021 0.959232 18135
20 0.838204 0.362404 0.506024 3245
avg / total 0.927897 0.882039 0.890445 21380
Classification report for turbine 18, turbine category 9.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 0
11 0.000000 0.000000 0.000000 0
12 0.000000 0.000000 0.000000 0
13 0.000000 0.000000 0.000000 0
14 0.000000 0.000000 0.000000 0
15 0.000000 0.000000 0.000000 0
16 0.000000 0.000000 0.000000 0
18 0.000000 0.000000 0.000000 0
19 0.986980 0.982316 0.984642 20527
20 0.749351 0.676436 0.711029 853
avg / total 0.977499 0.970112 0.973726 21380
Classification report for turbine 18, turbine category 9.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 0
11 0.000000 0.000000 0.000000 0
12 0.000000 0.000000 0.000000 0
13 0.000000 0.000000 0.000000 0
14 0.000000 0.000000 0.000000 0
15 0.000000 0.000000 0.000000 0
16 0.000000 0.000000 0.000000 0
19 0.975829 0.984425 0.980108 15666
20 0.977409 0.916171 0.945799 5714
avg / total 0.976251 0.966183 0.970939 21380
------------------------------------------------------------------------
Classification report for turbine 18, turbine category 10.0
precision recall f1-score support
10 0.014493 0.010989 0.012500 91
11 0.000000 0.000000 0.000000 146
12 0.000000 0.000000 0.000000 144
13 0.012195 0.006944 0.008850 144
14 0.028037 0.022388 0.024896 134
15 0.039474 0.055556 0.046154 108
16 0.000000 0.000000 0.000000 108
17 0.022222 0.009259 0.013072 108
18 0.030303 0.009259 0.014184 108
19 0.934255 0.844055 0.886867 18250
20 0.416267 0.765571 0.539299 2039
avg / total 0.837965 0.794107 0.809104 21380
Classification report for turbine 18, turbine category 10.0
precision recall f1-score support
10 0.013072 0.125000 0.023669 16
11 0.010753 0.006944 0.008439 144
12 0.000000 0.000000 0.000000 144
13 0.023810 0.020833 0.022222 144
14 0.008264 0.006944 0.007547 144
15 0.012232 0.027778 0.016985 144
16 0.000000 0.000000 0.000000 144
17 0.002538 0.006944 0.003717 144
18 0.008403 0.006944 0.007605 144
19 0.933450 0.904419 0.918705 18874
20 0.730823 0.783259 0.756133 1338
avg / total 0.870229 0.848036 0.858807 21380
Classification report for turbine 18, turbine category 10.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 19
11 0.018868 0.020833 0.019802 144
12 0.024291 0.041667 0.030691 144
13 0.010309 0.005988 0.007576 167
14 0.000000 0.000000 0.000000 180
15 0.029703 0.016667 0.021352 180
16 0.000000 0.000000 0.000000 180
17 0.000000 0.000000 0.000000 180
18 0.000000 0.000000 0.000000 180
19 0.893822 0.918696 0.906088 16961
20 0.890874 0.753366 0.816370 3045
avg / total 0.836581 0.836717 0.835659 21380
Classification report for turbine 18, turbine category 10.0
precision recall f1-score support
10 0.190476 0.080000 0.112676 200
11 0.080000 0.024096 0.037037 415
12 0.040984 0.012953 0.019685 386
13 0.000000 0.000000 0.000000 301
14 0.000000 0.000000 0.000000 261
15 0.018750 0.011905 0.014563 252
16 0.025478 0.015873 0.019560 252
17 0.008929 0.003968 0.005495 252
18 0.013333 0.008850 0.010638 226
19 0.877329 0.940002 0.907585 18184
20 0.539683 0.626728 0.579957 651
avg / total 0.767456 0.820486 0.792281 21380
Classification report for turbine 18, turbine category 10.0
precision recall f1-score support
10 0.023810 0.019231 0.021277 52
11 0.008696 0.027778 0.013245 72
12 0.000000 0.000000 0.000000 72
13 0.000000 0.000000 0.000000 72
14 0.000000 0.000000 0.000000 72
15 0.011173 0.027778 0.015936 72
16 0.000000 0.000000 0.000000 72
17 0.000000 0.000000 0.000000 72
18 0.008547 0.013889 0.010582 72
19 0.943610 0.899218 0.920879 15092
20 0.971247 0.942933 0.956880 5660
avg / total 0.923363 0.884659 0.903546 21380
------------------------------------------------------------------------
Classification report for turbine 18, turbine category 11.0
precision recall f1-score support
10 0.089623 0.220077 0.127374 259
11 0.003135 0.011111 0.004890 180
12 0.005093 0.024793 0.008451 121
13 0.000000 0.000000 0.000000 108
14 0.002899 0.009259 0.004415 108
15 0.007326 0.018519 0.010499 108
16 0.005093 0.027778 0.008608 108
17 0.011236 0.046296 0.018083 108
18 0.000000 0.000000 0.000000 108
19 0.924969 0.821904 0.870396 18344
20 0.766373 0.428884 0.549982 1828
avg / total 0.860422 0.745276 0.795664 21380
Classification report for turbine 18, turbine category 11.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 101
11 0.000000 0.000000 0.000000 110
12 0.000000 0.000000 0.000000 108
13 0.000000 0.000000 0.000000 108
14 0.003922 0.009259 0.005510 108
15 0.007194 0.009259 0.008097 108
16 0.004367 0.009259 0.005935 108
17 0.000000 0.000000 0.000000 108
18 0.000000 0.000000 0.000000 108
19 0.937755 0.862263 0.898426 19167
20 0.600000 0.363563 0.452774 1246
avg / total 0.875736 0.794341 0.831918 21380
Classification report for turbine 18, turbine category 11.0
precision recall f1-score support
10 0.004975 0.047619 0.009009 21
11 0.004211 0.055556 0.007828 36
12 0.000000 0.000000 0.000000 36
13 0.012739 0.055556 0.020725 36
14 0.005076 0.027778 0.008584 36
15 0.024793 0.083333 0.038217 36
16 0.000000 0.000000 0.000000 36
17 0.000000 0.000000 0.000000 36
18 0.000000 0.000000 0.000000 36
19 0.947325 0.904191 0.925256 17921
20 0.908313 0.707619 0.795503 3150
avg / total 0.927970 0.862582 0.892902 21380
Classification report for turbine 18, turbine category 11.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 0
11 0.000000 0.000000 0.000000 0
12 0.000000 0.000000 0.000000 0
13 0.000000 0.000000 0.000000 0
14 0.000000 0.000000 0.000000 0
15 0.000000 0.000000 0.000000 0
16 0.000000 0.000000 0.000000 0
17 0.000000 0.000000 0.000000 0
18 0.000000 0.000000 0.000000 0
19 0.989193 0.949822 0.969108 20527
20 0.713056 0.582649 0.641290 853
avg / total 0.978176 0.935173 0.956029 21380
Classification report for turbine 18, turbine category 11.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 0
11 0.000000 0.000000 0.000000 0
12 0.000000 0.000000 0.000000 0
13 0.000000 0.000000 0.000000 0
14 0.000000 0.000000 0.000000 0
15 0.000000 0.000000 0.000000 0
16 0.000000 0.000000 0.000000 0
17 0.000000 0.000000 0.000000 0
18 0.000000 0.000000 0.000000 0
19 0.957962 0.952764 0.955356 15666
20 0.951438 0.613756 0.746170 5714
avg / total 0.956218 0.862161 0.899449 21380
------------------------------------------------------------------------
Classification report for turbine 18, turbine category 16.0
precision recall f1-score support
19 0.990392 0.934228 0.961490 19309
20 0.598863 0.915500 0.724079 2071
avg / total 0.952466 0.932413 0.938493 21380
Classification report for turbine 18, turbine category 16.0
precision recall f1-score support
19 0.992526 0.988164 0.990340 20023
20 0.835986 0.890199 0.862241 1357
avg / total 0.982590 0.981946 0.982209 21380
Classification report for turbine 18, turbine category 16.0
precision recall f1-score support
19 0.960028 0.989302 0.974445 18135
20 0.927935 0.769800 0.841502 3245
avg / total 0.955157 0.955987 0.954268 21380
Classification report for turbine 18, turbine category 16.0
precision recall f1-score support
19 0.989931 0.991426 0.990678 20527
20 0.785888 0.757327 0.771343 853
avg / total 0.981790 0.982086 0.981927 21380
Classification report for turbine 18, turbine category 16.0
precision recall f1-score support
19 0.985749 0.993425 0.989572 15666
20 0.981581 0.960623 0.970989 5714
avg / total 0.984635 0.984659 0.984606 21380
------------------------------------------------------------------------
Classification report for turbine 18, turbine category 18.0
precision recall f1-score support
10 0.250000 0.116279 0.158730 43
11 0.000000 0.000000 0.000000 252
12 0.045455 0.015873 0.023529 252
13 0.000000 0.000000 0.000000 252
14 0.014493 0.003968 0.006231 252
15 0.010101 0.003968 0.005698 252
16 0.033333 0.003968 0.007092 252
17 0.016129 0.007937 0.010638 252
18 0.000000 0.000000 0.000000 252
19 0.884948 0.933002 0.908340 17329
20 0.730945 0.881024 0.798998 1992
avg / total 0.787286 0.838962 0.811621 21380
Classification report for turbine 18, turbine category 18.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 13
11 0.012987 0.041667 0.019802 72
12 0.000000 0.000000 0.000000 72
13 0.014599 0.027778 0.019139 72
14 0.000000 0.000000 0.000000 72
15 0.000000 0.000000 0.000000 72
16 0.000000 0.000000 0.000000 72
17 0.005263 0.013889 0.007634 72
18 0.000000 0.000000 0.000000 72
19 0.964038 0.922389 0.942754 19443
20 0.834752 0.873145 0.853517 1348
avg / total 0.929439 0.894153 0.911312 21380
Classification report for turbine 18, turbine category 18.0
precision recall f1-score support
10 0.016260 0.111111 0.028369 18
11 0.023810 0.027778 0.025641 108
12 0.015748 0.018519 0.017021 108
13 0.011111 0.018519 0.013889 108
14 0.000000 0.000000 0.000000 108
15 0.000000 0.000000 0.000000 108
16 0.007042 0.009259 0.008000 108
17 0.000000 0.000000 0.000000 108
18 0.000000 0.000000 0.000000 108
19 0.907650 0.920240 0.913902 17302
20 0.887540 0.686483 0.774171 3196
avg / total 0.867506 0.847802 0.855662 21380
Classification report for turbine 18, turbine category 18.0
precision recall f1-score support
10 0.022222 0.055556 0.031746 18
11 0.000000 0.000000 0.000000 108
12 0.000000 0.000000 0.000000 108
13 0.021739 0.027778 0.024390 108
14 0.006452 0.009259 0.007605 108
15 0.010363 0.018519 0.013289 108
16 0.000000 0.000000 0.000000 108
17 0.024390 0.037037 0.029412 108
18 0.000000 0.000000 0.000000 108
19 0.948821 0.933269 0.940981 19706
20 0.682432 0.637626 0.659269 792
avg / total 0.900148 0.884331 0.892130 21380
Classification report for turbine 18, turbine category 18.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 7
11 0.000000 0.000000 0.000000 36
12 0.000000 0.000000 0.000000 36
13 0.012987 0.027778 0.017699 36
14 0.000000 0.000000 0.000000 36
15 0.000000 0.000000 0.000000 36
16 0.023529 0.055556 0.033058 36
17 0.000000 0.000000 0.000000 36
18 0.000000 0.000000 0.000000 36
19 0.967203 0.949216 0.958125 15379
20 0.976740 0.905188 0.939603 5706
avg / total 0.956465 0.924509 0.940048 21380
------------------------------------------------------------------------
Classification report for turbine 18, turbine category 19.0
precision recall f1-score support
19 0.986957 0.987571 0.987264 19309
20 0.883439 0.878320 0.880872 2071
avg / total 0.976930 0.976988 0.976958 21380
Classification report for turbine 18, turbine category 19.0
precision recall f1-score support
19 0.992228 0.988263 0.990242 20023
20 0.836465 0.885777 0.860415 1357
avg / total 0.982341 0.981759 0.982002 21380
Classification report for turbine 18, turbine category 19.0
precision recall f1-score support
19 0.957787 0.990902 0.974063 18135
20 0.936975 0.755932 0.836773 3245
avg / total 0.954628 0.955239 0.953225 21380
Classification report for turbine 18, turbine category 19.0
precision recall f1-score support
19 0.989079 0.992741 0.990907 20527
20 0.808237 0.736225 0.770552 853
avg / total 0.981864 0.982507 0.982115 21380
Classification report for turbine 18, turbine category 19.0
precision recall f1-score support
19 0.986313 0.993553 0.989920 15666
20 0.981961 0.962198 0.971979 5714
avg / total 0.985150 0.985173 0.985125 21380
------------------------------------------------------------------------
Classification report for turbine 18, turbine category 20.0
precision recall f1-score support
19 0.985992 0.973328 0.979619 19309
20 0.777922 0.871077 0.821868 2071
avg / total 0.965837 0.963424 0.964339 21380
Classification report for turbine 18, turbine category 20.0
precision recall f1-score support
19 0.991779 0.988064 0.989918 20023
20 0.833101 0.879145 0.855504 1357
avg / total 0.981707 0.981151 0.981386 21380
Classification report for turbine 18, turbine category 20.0
precision recall f1-score support
19 0.966004 0.991839 0.978751 18135
20 0.946377 0.804931 0.869942 3245
avg / total 0.963025 0.963471 0.962236 21380
Classification report for turbine 18, turbine category 20.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 15
11 0.000000 0.000000 0.000000 36
12 0.000000 0.000000 0.000000 36
13 0.000000 0.000000 0.000000 36
14 0.000000 0.000000 0.000000 36
15 0.000000 0.000000 0.000000 36
16 0.000000 0.000000 0.000000 36
17 0.000000 0.000000 0.000000 36
18 0.000000 0.000000 0.000000 36
19 0.975895 0.991850 0.983808 20246
20 0.768369 0.742479 0.755202 831
avg / total 0.953999 0.968101 0.960980 21380
Classification report for turbine 18, turbine category 20.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 0
11 0.000000 0.000000 0.000000 0
12 0.000000 0.000000 0.000000 0
13 0.000000 0.000000 0.000000 0
14 0.000000 0.000000 0.000000 0
15 0.000000 0.000000 0.000000 0
19 0.982462 0.990489 0.986459 15666
20 0.981368 0.949422 0.965131 5714
avg / total 0.982169 0.979514 0.980759 21380
------------------------------------------------------------------------
Classification report for turbine 19, turbine category 2.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 0
11 0.000000 0.000000 0.000000 0
12 0.000000 0.000000 0.000000 0
13 0.000000 0.000000 0.000000 0
14 0.000000 0.000000 0.000000 0
15 0.000000 0.000000 0.000000 0
16 0.000000 0.000000 0.000000 0
17 0.000000 0.000000 0.000000 0
18 0.000000 0.000000 0.000000 0
19 0.989276 0.934706 0.961217 21120
20 0.599237 0.674785 0.634771 698
avg / total 0.976798 0.926391 0.950774 21818
Classification report for turbine 19, turbine category 2.0
precision recall f1-score support
10 0.451613 0.087500 0.146597 160
11 0.000000 0.000000 0.000000 198
12 0.000000 0.000000 0.000000 144
13 0.000000 0.000000 0.000000 144
14 0.000000 0.000000 0.000000 144
15 0.000000 0.000000 0.000000 144
16 0.000000 0.000000 0.000000 144
17 0.000000 0.000000 0.000000 144
18 0.000000 0.000000 0.000000 144
19 0.932655 0.941164 0.936890 18305
20 0.596606 0.851421 0.701593 2147
avg / total 0.844505 0.874049 0.856153 21818
Classification report for turbine 19, turbine category 2.0
precision recall f1-score support
10 0.002882 0.050000 0.005450 40
11 0.000000 0.000000 0.000000 108
12 0.000000 0.000000 0.000000 108
13 0.000000 0.000000 0.000000 108
14 0.004132 0.009259 0.005714 108
15 0.000000 0.000000 0.000000 108
16 0.000000 0.000000 0.000000 108
17 0.000000 0.000000 0.000000 108
18 0.000000 0.000000 0.000000 108
19 0.909284 0.958243 0.933122 15638
20 0.870504 0.596285 0.707762 5276
avg / total 0.862257 0.831149 0.840001 21818
Classification report for turbine 19, turbine category 2.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 102
11 0.000000 0.000000 0.000000 72
12 0.000000 0.000000 0.000000 72
13 0.000000 0.000000 0.000000 72
14 0.000000 0.000000 0.000000 72
15 0.000000 0.000000 0.000000 72
16 0.014599 0.027778 0.019139 72
17 0.000000 0.000000 0.000000 72
18 0.000000 0.000000 0.000000 72
19 0.957469 0.952663 0.955060 19921
20 0.794224 0.721903 0.756339 1219
avg / total 0.918643 0.910258 0.914342 21818
Classification report for turbine 19, turbine category 2.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 7
11 0.000000 0.000000 0.000000 36
12 0.000000 0.000000 0.000000 36
13 0.000000 0.000000 0.000000 36
14 0.000000 0.000000 0.000000 36
15 0.000000 0.000000 0.000000 36
16 0.000000 0.000000 0.000000 36
17 0.008197 0.027778 0.012658 36
18 0.000000 0.000000 0.000000 36
19 0.980690 0.961652 0.971078 20966
20 0.738574 0.725314 0.731884 557
avg / total 0.961262 0.942662 0.951862 21818
------------------------------------------------------------------------
Classification report for turbine 19, turbine category 3.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 0
11 0.000000 0.000000 0.000000 0
12 0.000000 0.000000 0.000000 0
13 0.000000 0.000000 0.000000 0
14 0.000000 0.000000 0.000000 0
15 0.000000 0.000000 0.000000 0
16 0.000000 0.000000 0.000000 0
17 0.000000 0.000000 0.000000 0
18 0.000000 0.000000 0.000000 0
19 0.989041 0.957197 0.972859 21120
20 0.487073 0.674785 0.565766 698
avg / total 0.972982 0.948162 0.959835 21818
Classification report for turbine 19, turbine category 3.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 0
11 0.000000 0.000000 0.000000 0
12 0.000000 0.000000 0.000000 0
13 0.000000 0.000000 0.000000 0
14 0.000000 0.000000 0.000000 0
15 0.000000 0.000000 0.000000 0
16 0.000000 0.000000 0.000000 0
17 0.000000 0.000000 0.000000 0
18 0.000000 0.000000 0.000000 0
19 0.983516 0.960406 0.971824 19321
20 0.817059 0.874650 0.844874 2497
avg / total 0.964466 0.950591 0.957295 21818
Classification report for turbine 19, turbine category 3.0
precision recall f1-score support
10 0.090909 0.007407 0.013699 135
11 0.000000 0.000000 0.000000 124
12 0.000000 0.000000 0.000000 108
13 0.000000 0.000000 0.000000 108
14 0.000000 0.000000 0.000000 108
15 0.000000 0.000000 0.000000 108
16 0.000000 0.000000 0.000000 108
17 0.000000 0.000000 0.000000 108
18 0.000000 0.000000 0.000000 108
19 0.880173 0.981975 0.928291 15312
20 0.920154 0.784921 0.847174 5491
avg / total 0.849851 0.886745 0.864776 21818
Classification report for turbine 19, turbine category 3.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 0
11 0.000000 0.000000 0.000000 0
12 0.000000 0.000000 0.000000 0
13 0.000000 0.000000 0.000000 0
14 0.000000 0.000000 0.000000 0
15 0.000000 0.000000 0.000000 0
16 0.000000 0.000000 0.000000 0
17 0.000000 0.000000 0.000000 0
18 0.000000 0.000000 0.000000 0
19 0.985413 0.968310 0.976787 20511
20 0.856359 0.716144 0.780000 1307
avg / total 0.977682 0.953204 0.964998 21818
Classification report for turbine 19, turbine category 3.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 15
11 0.000000 0.000000 0.000000 72
12 0.000000 0.000000 0.000000 72
13 0.000000 0.000000 0.000000 72
14 0.000000 0.000000 0.000000 72
15 0.023810 0.013889 0.017544 72
16 0.040000 0.027778 0.032787 72
17 0.000000 0.000000 0.000000 72
18 0.000000 0.000000 0.000000 72
19 0.967747 0.977712 0.972704 20684
20 0.697802 0.701657 0.699725 543
avg / total 0.935025 0.944495 0.939728 21818
------------------------------------------------------------------------
Classification report for turbine 19, turbine category 4.0
precision recall f1-score support
19 0.989619 0.979498 0.984533 21120
20 0.526258 0.689112 0.596774 698
avg / total 0.974795 0.970208 0.972128 21818
Classification report for turbine 19, turbine category 4.0
precision recall f1-score support
19 0.985428 0.980022 0.982717 19321
20 0.851710 0.887865 0.869412 2497
avg / total 0.970124 0.969475 0.969750 21818
Classification report for turbine 19, turbine category 4.0
precision recall f1-score support
19 0.935842 0.982649 0.958675 16195
20 0.941616 0.805975 0.868532 5623
avg / total 0.937331 0.937116 0.935443 21818
Classification report for turbine 19, turbine category 4.0
precision recall f1-score support
15 0.000000 0.000000 0.000000 4
16 0.000000 0.000000 0.000000 36
17 0.000000 0.000000 0.000000 36
18 0.000000 0.000000 0.000000 36
19 0.984469 0.994265 0.989343 20401
20 0.899506 0.836782 0.867011 1305
avg / total 0.974333 0.979741 0.976947 21818
Classification report for turbine 19, turbine category 4.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 17
11 0.000000 0.000000 0.000000 36
12 0.000000 0.000000 0.000000 36
13 0.000000 0.000000 0.000000 36
14 0.000000 0.000000 0.000000 36
15 0.500000 0.031250 0.058824 32
16 0.000000 0.000000 0.000000 0
17 0.000000 0.000000 0.000000 0
18 0.000000 0.000000 0.000000 0
19 0.987327 0.990559 0.988940 21078
20 0.772496 0.831810 0.801056 547
avg / total 0.973940 0.977862 0.975568 21818
------------------------------------------------------------------------
Classification report for turbine 19, turbine category 5.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 0
11 0.000000 0.000000 0.000000 0
13 0.000000 0.000000 0.000000 0
16 0.000000 0.000000 0.000000 0
17 0.000000 0.000000 0.000000 0
18 0.000000 0.000000 0.000000 0
19 0.991384 0.969792 0.980469 21120
20 0.464451 0.720630 0.564851 698
avg / total 0.974527 0.961821 0.967173 21818
Classification report for turbine 19, turbine category 5.0
precision recall f1-score support
10 0.714286 0.030303 0.058140 330
11 0.000000 0.000000 0.000000 116
12 0.000000 0.000000 0.000000 72
13 0.000000 0.000000 0.000000 72
14 0.000000 0.000000 0.000000 38
15 0.000000 0.000000 0.000000 36
16 0.000000 0.000000 0.000000 36
17 0.000000 0.000000 0.000000 36
18 0.000000 0.000000 0.000000 36
19 0.929795 0.981447 0.954923 19027
20 0.508435 0.432888 0.467630 2019
avg / total 0.868707 0.896416 0.876921 21818
Classification report for turbine 19, turbine category 5.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 10
11 0.009709 0.013889 0.011429 72
12 0.000000 0.000000 0.000000 72
13 0.000000 0.000000 0.000000 72
14 0.000000 0.000000 0.000000 72
15 0.000000 0.000000 0.000000 72
16 0.000000 0.000000 0.000000 72
17 0.000000 0.000000 0.000000 72
18 0.000000 0.000000 0.000000 72
19 0.913831 0.969588 0.940884 15619
20 0.936890 0.581864 0.717881 5613
avg / total 0.895251 0.843845 0.858280 21818
Classification report for turbine 19, turbine category 5.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 0
11 0.000000 0.000000 0.000000 0
12 0.000000 0.000000 0.000000 0
13 0.000000 0.000000 0.000000 0
14 0.000000 0.000000 0.000000 0
15 0.000000 0.000000 0.000000 0
16 0.000000 0.000000 0.000000 0
17 0.000000 0.000000 0.000000 0
18 0.000000 0.000000 0.000000 0
19 0.987639 0.966067 0.976734 20511
20 0.872524 0.775057 0.820908 1307
avg / total 0.980743 0.954625 0.967399 21818
Classification report for turbine 19, turbine category 5.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 0
11 0.000000 0.000000 0.000000 0
12 0.000000 0.000000 0.000000 0
13 0.000000 0.000000 0.000000 0
14 0.000000 0.000000 0.000000 0
15 0.000000 0.000000 0.000000 0
16 0.000000 0.000000 0.000000 0
17 0.000000 0.000000 0.000000 0
18 0.000000 0.000000 0.000000 0
19 0.994154 0.976100 0.985044 21255
20 0.803468 0.740675 0.770795 563
avg / total 0.989233 0.970025 0.979516 21818
------------------------------------------------------------------------
Classification report for turbine 19, turbine category 6.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 0
11 0.000000 0.000000 0.000000 0
12 0.000000 0.000000 0.000000 0
13 0.000000 0.000000 0.000000 0
14 0.000000 0.000000 0.000000 0
15 0.000000 0.000000 0.000000 0
16 0.000000 0.000000 0.000000 0
17 0.000000 0.000000 0.000000 0
18 0.000000 0.000000 0.000000 0
19 0.989769 0.971117 0.980355 21120
20 0.508816 0.289398 0.368950 698
avg / total 0.974383 0.949308 0.960795 21818
Classification report for turbine 19, turbine category 6.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 0
11 0.000000 0.000000 0.000000 0
12 0.000000 0.000000 0.000000 0
13 0.000000 0.000000 0.000000 0
14 0.000000 0.000000 0.000000 0
15 0.000000 0.000000 0.000000 0
17 0.000000 0.000000 0.000000 0
18 0.000000 0.000000 0.000000 0
19 0.985320 0.948398 0.966507 19321
20 0.870021 0.664798 0.753689 2497
avg / total 0.972125 0.915941 0.942150 21818
Classification report for turbine 19, turbine category 6.0
precision recall f1-score support
10 0.000705 0.045455 0.001389 22
11 0.000000 0.000000 0.000000 71
12 0.000000 0.000000 0.000000 72
13 0.000000 0.000000 0.000000 72
14 0.000000 0.000000 0.000000 72
15 0.000000 0.000000 0.000000 72
16 0.000000 0.000000 0.000000 72
17 0.000000 0.000000 0.000000 72
18 0.000000 0.000000 0.000000 72
19 0.894992 0.965653 0.928981 15693
20 0.913828 0.567836 0.700435 5528
avg / total 0.875276 0.838482 0.845656 21818
Classification report for turbine 19, turbine category 6.0
precision recall f1-score support
10 0.054902 0.076087 0.063781 184
11 0.000000 0.000000 0.000000 121
12 0.000000 0.000000 0.000000 108
13 0.000000 0.000000 0.000000 108
14 0.000000 0.000000 0.000000 108
15 0.000000 0.000000 0.000000 108
16 0.000000 0.000000 0.000000 108
17 0.000000 0.000000 0.000000 75
18 0.000000 0.000000 0.000000 72
19 0.965921 0.976190 0.971029 20034
20 0.492569 0.585859 0.535179 792
avg / total 0.905284 0.918278 0.911595 21818
Classification report for turbine 19, turbine category 6.0
precision recall f1-score support
10 0.033951 0.239130 0.059459 46
11 0.000000 0.000000 0.000000 36
12 0.000000 0.000000 0.000000 36
13 0.000000 0.000000 0.000000 36
14 0.000000 0.000000 0.000000 36
15 0.000000 0.000000 0.000000 36
16 0.000000 0.000000 0.000000 36
17 0.000000 0.000000 0.000000 36
18 0.000000 0.000000 0.000000 36
19 0.979989 0.955083 0.967376 20972
20 0.711240 0.716797 0.714008 512
avg / total 0.958752 0.935374 0.946746 21818
------------------------------------------------------------------------
Classification report for turbine 19, turbine category 7.0
precision recall f1-score support
19 0.990771 0.975947 0.983303 21120
20 0.499014 0.724928 0.591121 698
avg / total 0.975039 0.967916 0.970756 21818
Classification report for turbine 19, turbine category 7.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 63
11 0.000000 0.000000 0.000000 36
12 0.000000 0.000000 0.000000 36
13 0.000000 0.000000 0.000000 36
14 0.000000 0.000000 0.000000 36
15 0.000000 0.000000 0.000000 36
16 0.000000 0.000000 0.000000 36
17 0.000000 0.000000 0.000000 36
18 0.000000 0.000000 0.000000 36
19 0.969945 0.981253 0.975566 19043
20 0.832354 0.876650 0.853928 2424
avg / total 0.939055 0.953845 0.946358 21818
Classification report for turbine 19, turbine category 7.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 0
11 0.000000 0.000000 0.000000 0
12 0.000000 0.000000 0.000000 0
13 0.000000 0.000000 0.000000 0
14 0.000000 0.000000 0.000000 0
15 0.000000 0.000000 0.000000 0
16 0.000000 0.000000 0.000000 0
17 0.000000 0.000000 0.000000 0
18 0.000000 0.000000 0.000000 0
19 0.960063 0.981167 0.970500 16195
20 0.953435 0.881202 0.915896 5623
avg / total 0.958355 0.955404 0.956428 21818
Classification report for turbine 19, turbine category 7.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 0
11 0.000000 0.000000 0.000000 0
12 0.000000 0.000000 0.000000 0
13 0.000000 0.000000 0.000000 0
14 0.000000 0.000000 0.000000 0
15 0.000000 0.000000 0.000000 0
17 0.000000 0.000000 0.000000 0
18 0.000000 0.000000 0.000000 0
19 0.991101 0.988201 0.989649 20511
20 0.874708 0.859985 0.867284 1307
avg / total 0.984128 0.980521 0.982319 21818
Classification report for turbine 19, turbine category 7.0
precision recall f1-score support
11 0.000000 0.000000 0.000000 0
12 0.000000 0.000000 0.000000 0
13 0.000000 0.000000 0.000000 0
14 0.000000 0.000000 0.000000 0
15 0.000000 0.000000 0.000000 0
16 0.000000 0.000000 0.000000 0
17 0.000000 0.000000 0.000000 0
18 0.000000 0.000000 0.000000 0
19 0.995610 0.992378 0.993992 21255
20 0.834520 0.833037 0.833778 563
avg / total 0.991453 0.988267 0.989857 21818
------------------------------------------------------------------------
Classification report for turbine 19, turbine category 8.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 15
11 0.000000 0.000000 0.000000 72
12 0.000000 0.000000 0.000000 72
13 0.000000 0.000000 0.000000 72
14 0.000000 0.000000 0.000000 72
15 0.000000 0.000000 0.000000 72
16 0.000000 0.000000 0.000000 72
17 0.000000 0.000000 0.000000 72
18 0.000000 0.000000 0.000000 72
19 0.964649 0.974363 0.969481 20556
20 0.475829 0.748137 0.581692 671
avg / total 0.923485 0.941012 0.931294 21818
Classification report for turbine 19, turbine category 8.0
precision recall f1-score support
10 0.747126 0.095378 0.169161 1363
11 0.027778 0.055556 0.037037 72
12 0.000000 0.000000 0.000000 72
13 0.000000 0.000000 0.000000 71
14 0.000000 0.000000 0.000000 36
15 0.000000 0.000000 0.000000 36
16 0.000000 0.000000 0.000000 36
17 0.000000 0.000000 0.000000 36
18 0.000000 0.000000 0.000000 36
19 0.962670 0.951296 0.956950 18705
20 0.396725 0.786716 0.527462 1355
avg / total 0.896720 0.870566 0.863859 21818
Classification report for turbine 19, turbine category 8.0
precision recall f1-score support
10 0.001502 0.031250 0.002865 32
11 0.000000 0.000000 0.000000 72
12 0.000000 0.000000 0.000000 72
13 0.000000 0.000000 0.000000 72
14 0.000000 0.000000 0.000000 72
15 0.000000 0.000000 0.000000 72
16 0.000000 0.000000 0.000000 72
17 0.000000 0.000000 0.000000 72
18 0.000000 0.000000 0.000000 72
19 0.924616 0.954717 0.939425 15635
20 0.947706 0.822422 0.880630 5575
avg / total 0.904752 0.894353 0.898227 21818
Classification report for turbine 19, turbine category 8.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 21
11 0.000000 0.000000 0.000000 36
12 0.000000 0.000000 0.000000 36
13 0.000000 0.000000 0.000000 36
14 0.000000 0.000000 0.000000 36
15 0.000000 0.000000 0.000000 36
16 0.000000 0.000000 0.000000 36
17 0.000000 0.000000 0.000000 36
18 0.000000 0.000000 0.000000 36
19 0.981567 0.966971 0.974214 20376
20 0.763180 0.804943 0.783505 1133
avg / total 0.956325 0.944862 0.950514 21818
Classification report for turbine 19, turbine category 8.0
precision recall f1-score support
10 0.877805 0.722793 0.792793 487
11 0.000000 0.000000 0.000000 379
12 0.038462 0.002778 0.005181 360
13 0.000000 0.000000 0.000000 360
14 0.000000 0.000000 0.000000 360
15 0.000000 0.000000 0.000000 360
16 0.000000 0.000000 0.000000 360
17 0.022222 0.002778 0.004938 360
18 0.000000 0.000000 0.000000 360
19 0.861967 0.982114 0.918127 18115
20 0.437383 0.738170 0.549296 317
avg / total 0.742622 0.842378 0.788144 21818
------------------------------------------------------------------------
Classification report for turbine 19, turbine category 9.0
precision recall f1-score support
19 0.990157 0.976468 0.983265 21120
20 0.497980 0.706304 0.584123 698
avg / total 0.974412 0.967825 0.970496 21818
Classification report for turbine 19, turbine category 9.0
precision recall f1-score support
19 0.985127 0.980436 0.982776 19321
20 0.853998 0.885463 0.869446 2497
avg / total 0.970119 0.969566 0.969805 21818
Classification report for turbine 19, turbine category 9.0
precision recall f1-score support
19 0.938093 0.983390 0.960207 16195
20 0.944433 0.813089 0.873853 5623
avg / total 0.939727 0.939499 0.937952 21818
Classification report for turbine 19, turbine category 9.0
precision recall f1-score support
19 0.990519 0.993272 0.991894 20511
20 0.889600 0.850803 0.869769 1307
avg / total 0.984474 0.984737 0.984578 21818
Classification report for turbine 19, turbine category 9.0
precision recall f1-score support
19 0.995579 0.995954 0.995766 21255
20 0.845045 0.833037 0.838998 563
avg / total 0.991695 0.991750 0.991721 21818
------------------------------------------------------------------------
Classification report for turbine 19, turbine category 10.0
precision recall f1-score support
10 0.016949 0.012821 0.014599 78
11 0.000000 0.000000 0.000000 144
12 0.033898 0.031250 0.032520 128
13 0.000000 0.000000 0.000000 108
14 0.000000 0.000000 0.000000 108
15 0.000000 0.000000 0.000000 108
16 0.006369 0.037037 0.010870 108
17 0.000000 0.000000 0.000000 108
18 0.000000 0.000000 0.000000 108
19 0.943134 0.882169 0.911634 20173
20 0.558785 0.653787 0.602564 647
avg / total 0.888887 0.835457 0.861065 21818
Classification report for turbine 19, turbine category 10.0
precision recall f1-score support
10 0.004425 0.023256 0.007435 43
11 0.008850 0.006944 0.007782 144
12 0.019048 0.013889 0.016064 144
13 0.016667 0.013889 0.015152 144
14 0.000000 0.000000 0.000000 144
15 0.000000 0.000000 0.000000 144
16 0.000000 0.000000 0.000000 144
17 0.000000 0.000000 0.000000 144
18 0.000000 0.000000 0.000000 144
19 0.939195 0.916934 0.927931 18395
20 0.750576 0.876571 0.808696 2228
avg / total 0.868796 0.862866 0.865203 21818
Classification report for turbine 19, turbine category 10.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 12
11 0.000000 0.000000 0.000000 108
12 0.000000 0.000000 0.000000 108
13 0.000000 0.000000 0.000000 108
14 0.000000 0.000000 0.000000 85
15 0.000000 0.000000 0.000000 72
16 0.000000 0.000000 0.000000 72
17 0.003745 0.013889 0.005900 72
18 0.000000 0.000000 0.000000 72
19 0.897864 0.887330 0.892566 15683
20 0.914670 0.689458 0.786255 5426
avg / total 0.872879 0.809332 0.837142 21818
Classification report for turbine 19, turbine category 10.0
precision recall f1-score support
10 0.250000 0.041063 0.070539 414
11 0.000000 0.000000 0.000000 252
12 0.013158 0.003968 0.006098 252
13 0.049020 0.039683 0.043860 252
14 0.000000 0.000000 0.000000 230
15 0.000000 0.000000 0.000000 216
16 0.000000 0.000000 0.000000 216
17 0.000000 0.000000 0.000000 216
18 0.000000 0.000000 0.000000 215
19 0.897606 0.945431 0.920898 18637
20 0.559369 0.656863 0.604208 918
avg / total 0.795735 0.836511 0.813971 21818
Classification report for turbine 19, turbine category 10.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 4
11 0.000000 0.000000 0.000000 36
12 0.000000 0.000000 0.000000 36
13 0.000000 0.000000 0.000000 36
14 0.000000 0.000000 0.000000 36
15 0.000000 0.000000 0.000000 36
16 0.004292 0.027778 0.007435 36
17 0.000000 0.000000 0.000000 36
18 0.000000 0.000000 0.000000 36
19 0.981367 0.911688 0.945245 20971
20 0.812500 0.702703 0.753623 555
avg / total 0.963945 0.894216 0.927732 21818
------------------------------------------------------------------------
Classification report for turbine 19, turbine category 11.0
precision recall f1-score support
10 0.312500 0.142857 0.196078 245
11 0.000000 0.000000 0.000000 36
12 0.000000 0.000000 0.000000 36
13 0.000000 0.000000 0.000000 36
14 0.000000 0.000000 0.000000 36
15 0.003012 0.055556 0.005714 36
16 0.000000 0.000000 0.000000 36
17 0.000000 0.000000 0.000000 36
18 0.000000 0.000000 0.000000 36
19 0.974483 0.882361 0.926137 20818
20 0.221971 0.419700 0.290370 467
avg / total 0.938084 0.852599 0.892115 21818
Classification report for turbine 19, turbine category 11.0
precision recall f1-score support
10 0.006334 0.024725 0.010084 364
11 0.065611 0.201389 0.098976 144
12 0.000000 0.000000 0.000000 144
13 0.000000 0.000000 0.000000 144
14 0.000000 0.000000 0.000000 144
15 0.013333 0.006944 0.009132 144
16 0.000000 0.000000 0.000000 144
17 0.028571 0.006944 0.011173 144
18 0.024096 0.013889 0.017621 144
19 0.927776 0.930163 0.928968 18271
20 0.550514 0.316593 0.402001 2031
avg / total 0.829166 0.810340 0.816437 21818
Classification report for turbine 19, turbine category 11.0
precision recall f1-score support
10 0.394813 0.156930 0.224590 873
11 0.006263 0.008333 0.007151 360
12 0.000000 0.000000 0.000000 326
13 0.000000 0.000000 0.000000 324
14 0.000000 0.000000 0.000000 318
15 0.100000 0.038194 0.055276 288
16 0.017544 0.006944 0.009950 288
17 0.000000 0.000000 0.000000 286
18 0.018987 0.012146 0.014815 247
19 0.791514 0.909673 0.846490 13739
20 0.855090 0.760956 0.805281 4769
avg / total 0.702997 0.746310 0.719195 21818
Classification report for turbine 19, turbine category 11.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 0
11 0.000000 0.000000 0.000000 0
12 0.000000 0.000000 0.000000 0
13 0.000000 0.000000 0.000000 0
14 0.000000 0.000000 0.000000 0
15 0.000000 0.000000 0.000000 0
16 0.000000 0.000000 0.000000 0
17 0.000000 0.000000 0.000000 0
18 0.000000 0.000000 0.000000 0
19 0.986955 0.918483 0.951489 20511
20 0.853119 0.648814 0.737071 1307
avg / total 0.978938 0.902328 0.938644 21818
Classification report for turbine 19, turbine category 11.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 5
11 0.000000 0.000000 0.000000 36
12 0.000000 0.000000 0.000000 36
13 0.000000 0.000000 0.000000 36
14 0.000000 0.000000 0.000000 36
15 0.000000 0.000000 0.000000 36
16 0.000000 0.000000 0.000000 36
17 0.000000 0.000000 0.000000 36
18 0.000000 0.000000 0.000000 36
19 0.980634 0.931871 0.955631 20975
20 0.735471 0.667273 0.699714 550
avg / total 0.961285 0.912687 0.936346 21818
------------------------------------------------------------------------
Classification report for turbine 19, turbine category 16.0
precision recall f1-score support
19 0.990625 0.975616 0.983063 21120
20 0.494106 0.720630 0.586247 698
avg / total 0.974740 0.967458 0.970368 21818
Classification report for turbine 19, turbine category 16.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 128
11 0.000000 0.000000 0.000000 77
12 0.000000 0.000000 0.000000 72
13 0.000000 0.000000 0.000000 72
14 0.000000 0.000000 0.000000 72
15 0.000000 0.000000 0.000000 72
16 0.000000 0.000000 0.000000 72
17 0.000000 0.000000 0.000000 72
18 0.000000 0.000000 0.000000 72
19 0.919207 0.978421 0.947890 18768
20 0.697990 0.548911 0.614538 2341
avg / total 0.865601 0.900541 0.881320 21818
Classification report for turbine 19, turbine category 16.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 126
11 0.000000 0.000000 0.000000 190
12 0.000000 0.000000 0.000000 144
13 0.000000 0.000000 0.000000 144
14 0.000000 0.000000 0.000000 144
15 0.000000 0.000000 0.000000 144
16 0.000000 0.000000 0.000000 144
17 0.000000 0.000000 0.000000 144
18 0.000000 0.000000 0.000000 144
19 0.872588 0.941383 0.905681 15132
20 0.904874 0.789444 0.843227 5362
avg / total 0.827571 0.846915 0.835372 21818
Classification report for turbine 19, turbine category 16.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 0
11 0.000000 0.000000 0.000000 0
12 0.000000 0.000000 0.000000 0
13 0.000000 0.000000 0.000000 0
14 0.000000 0.000000 0.000000 0
15 0.000000 0.000000 0.000000 0
16 0.000000 0.000000 0.000000 0
17 0.000000 0.000000 0.000000 0
18 0.000000 0.000000 0.000000 0
19 0.987737 0.954220 0.970689 20511
20 0.865517 0.768171 0.813944 1307
avg / total 0.980415 0.943075 0.961299 21818
Classification report for turbine 19, turbine category 16.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 0
11 0.000000 0.000000 0.000000 0
12 0.000000 0.000000 0.000000 0
13 0.000000 0.000000 0.000000 0
14 0.000000 0.000000 0.000000 0
15 0.000000 0.000000 0.000000 0
16 0.000000 0.000000 0.000000 0
17 0.000000 0.000000 0.000000 0
18 0.000000 0.000000 0.000000 0
19 0.994494 0.977229 0.985786 21255
20 0.742609 0.758437 0.750439 563
avg / total 0.987994 0.971583 0.979713 21818
------------------------------------------------------------------------
Classification report for turbine 19, turbine category 18.0
precision recall f1-score support
10 0.066667 0.019231 0.029851 52
11 0.038462 0.013889 0.020408 288
12 0.000000 0.000000 0.000000 288
13 0.000000 0.000000 0.000000 288
14 0.076923 0.013889 0.023529 288
15 0.007937 0.003472 0.004831 288
16 0.000000 0.000000 0.000000 257
17 0.000000 0.000000 0.000000 252
18 0.000000 0.000000 0.000000 252
19 0.889819 0.970652 0.928479 18945
20 0.574637 0.701613 0.631808 620
avg / total 0.790764 0.863232 0.824886 21818
Classification report for turbine 19, turbine category 18.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 16
11 0.000000 0.000000 0.000000 108
12 0.000000 0.000000 0.000000 108
13 0.000000 0.000000 0.000000 108
14 0.014815 0.018519 0.016461 108
15 0.014151 0.027778 0.018750 108
16 0.005208 0.009259 0.006667 108
17 0.000000 0.000000 0.000000 108
18 0.009346 0.009259 0.009302 108
19 0.934831 0.914889 0.924752 18470
20 0.817874 0.782415 0.799752 2468
avg / total 0.884111 0.863324 0.873567 21818
Classification report for turbine 19, turbine category 18.0
precision recall f1-score support
10 0.013699 0.136364 0.024896 22
11 0.010526 0.016129 0.012739 124
12 0.024691 0.018519 0.021164 108
13 0.000000 0.000000 0.000000 108
14 0.004464 0.009259 0.006024 108
15 0.003817 0.009259 0.005405 108
16 0.000000 0.000000 0.000000 108
17 0.012195 0.009259 0.010526 108
18 0.008264 0.009259 0.008734 108
19 0.889319 0.898422 0.893848 15338
20 0.922732 0.775009 0.842444 5578
avg / total 0.861433 0.830232 0.844106 21818
Classification report for turbine 19, turbine category 18.0
precision recall f1-score support
10 0.100000 0.066667 0.080000 30
11 0.000000 0.000000 0.000000 180
12 0.000000 0.000000 0.000000 180
13 0.013793 0.011111 0.012308 180
14 0.006098 0.005556 0.005814 180
15 0.006098 0.005556 0.005814 180
16 0.007407 0.005556 0.006349 180
17 0.006369 0.005556 0.005935 180
18 0.019139 0.022222 0.020566 180
19 0.921926 0.931085 0.926483 19125
20 0.791980 0.775143 0.783471 1223
avg / total 0.853150 0.860161 0.856623 21818
Classification report for turbine 19, turbine category 18.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 24
11 0.009901 0.006944 0.008163 144
12 0.057851 0.048611 0.052830 144
13 0.006579 0.006944 0.006757 144
14 0.000000 0.000000 0.000000 144
15 0.035294 0.041667 0.038217 144
16 0.015385 0.013889 0.014599 144
17 0.015152 0.020833 0.017544 144
18 0.000000 0.000000 0.000000 144
19 0.941600 0.936966 0.939277 20116
20 0.736000 0.699620 0.717349 526
avg / total 0.886815 0.881657 0.884211 21818
------------------------------------------------------------------------
Classification report for turbine 19, turbine category 19.0
precision recall f1-score support
19 0.991543 0.977036 0.984236 21120
20 0.518371 0.747851 0.612317 698
avg / total 0.976405 0.969704 0.972338 21818
Classification report for turbine 19, turbine category 19.0
precision recall f1-score support
19 0.984278 0.981781 0.983028 19321
20 0.861744 0.878654 0.870117 2497
avg / total 0.970254 0.969979 0.970106 21818
Classification report for turbine 19, turbine category 19.0
precision recall f1-score support
19 0.959200 0.985675 0.972257 16195
20 0.955178 0.879246 0.915640 5623
avg / total 0.958163 0.958245 0.957666 21818
Classification report for turbine 19, turbine category 19.0
precision recall f1-score support
19 0.989846 0.993369 0.991605 20511
20 0.889789 0.840092 0.864227 1307
avg / total 0.983853 0.984187 0.983974 21818
Classification report for turbine 19, turbine category 19.0
precision recall f1-score support
19 0.995391 0.995813 0.995602 21255
20 0.839350 0.825933 0.832587 563
avg / total 0.991365 0.991429 0.991395 21818
------------------------------------------------------------------------
Classification report for turbine 19, turbine category 20.0
precision recall f1-score support
19 0.991053 0.975473 0.983201 21120
20 0.497087 0.733524 0.592593 698
avg / total 0.975250 0.967733 0.970705 21818
Classification report for turbine 19, turbine category 20.0
precision recall f1-score support
19 0.990790 0.979918 0.985324 19321
20 0.856774 0.929515 0.891663 2497
avg / total 0.975452 0.974150 0.974605 21818
Classification report for turbine 19, turbine category 20.0
precision recall f1-score support
19 0.950486 0.984995 0.967433 16195
20 0.951738 0.852214 0.899231 5623
avg / total 0.950808 0.950775 0.949856 21818
Classification report for turbine 19, turbine category 20.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 15
11 0.000000 0.000000 0.000000 36
12 0.000000 0.000000 0.000000 36
13 0.000000 0.000000 0.000000 36
14 0.000000 0.000000 0.000000 36
15 0.000000 0.000000 0.000000 36
16 0.000000 0.000000 0.000000 36
17 0.000000 0.000000 0.000000 36
18 0.000000 0.000000 0.000000 36
19 0.978333 0.994027 0.986118 20259
20 0.862237 0.847134 0.854618 1256
avg / total 0.958063 0.971766 0.964853 21818
Classification report for turbine 19, turbine category 20.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 6
11 0.000000 0.000000 0.000000 36
12 0.000000 0.000000 0.000000 36
13 0.000000 0.000000 0.000000 36
14 0.000000 0.000000 0.000000 36
15 0.000000 0.000000 0.000000 36
16 0.000000 0.000000 0.000000 36
17 0.000000 0.000000 0.000000 36
18 0.000000 0.000000 0.000000 36
19 0.981209 0.991224 0.986191 20966
20 0.822430 0.788530 0.805124 558
avg / total 0.963926 0.972683 0.968271 21818
------------------------------------------------------------------------
Classification report for turbine 20, turbine category 2.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 0
11 0.000000 0.000000 0.000000 0
12 0.000000 0.000000 0.000000 0
13 0.000000 0.000000 0.000000 0
14 0.000000 0.000000 0.000000 0
15 0.000000 0.000000 0.000000 0
16 0.000000 0.000000 0.000000 0
17 0.000000 0.000000 0.000000 0
18 0.000000 0.000000 0.000000 0
19 0.976920 0.937110 0.956601 20687
20 0.758355 0.552952 0.639566 1067
avg / total 0.966200 0.918268 0.941051 21754
Classification report for turbine 20, turbine category 2.0
precision recall f1-score support
10 0.023529 0.181818 0.041667 11
11 0.000000 0.000000 0.000000 36
12 0.000000 0.000000 0.000000 36
13 0.000000 0.000000 0.000000 36
14 0.008130 0.027778 0.012579 36
15 0.000000 0.000000 0.000000 36
16 0.000000 0.000000 0.000000 36
17 0.000000 0.000000 0.000000 36
18 0.016667 0.027778 0.020833 36
19 0.948085 0.941958 0.945011 16712
20 0.895746 0.856842 0.875862 4743
avg / total 0.923695 0.910637 0.917022 21754
Classification report for turbine 20, turbine category 2.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 59
11 0.000000 0.000000 0.000000 108
12 0.000000 0.000000 0.000000 108
13 0.000000 0.000000 0.000000 108
14 0.000000 0.000000 0.000000 108
15 0.000000 0.000000 0.000000 102
16 0.000000 0.000000 0.000000 72
17 0.000000 0.000000 0.000000 72
18 0.000000 0.000000 0.000000 72
19 0.941133 0.961736 0.951323 15942
20 0.904475 0.929242 0.916691 5003
avg / total 0.897703 0.918498 0.907980 21754
Classification report for turbine 20, turbine category 2.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 8
11 0.000000 0.000000 0.000000 36
12 0.000000 0.000000 0.000000 36
13 0.000000 0.000000 0.000000 36
14 0.000000 0.000000 0.000000 36
15 0.000000 0.000000 0.000000 36
16 0.000000 0.000000 0.000000 36
17 0.015385 0.027778 0.019802 36
18 0.000000 0.000000 0.000000 36
19 0.931710 0.964079 0.947618 19487
20 0.788538 0.404871 0.535032 1971
avg / total 0.906086 0.900340 0.897375 21754
Classification report for turbine 20, turbine category 2.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 6
11 0.000000 0.000000 0.000000 36
12 0.000000 0.000000 0.000000 36
13 0.000000 0.000000 0.000000 36
14 0.000000 0.000000 0.000000 36
15 0.000000 0.000000 0.000000 36
16 0.000000 0.000000 0.000000 36
17 0.000000 0.000000 0.000000 36
18 0.000000 0.000000 0.000000 36
19 0.980993 0.961719 0.971260 15778
20 0.936842 0.955473 0.946066 5682
avg / total 0.956203 0.947090 0.951553 21754
------------------------------------------------------------------------
Classification report for turbine 20, turbine category 3.0
precision recall f1-score support
10 0.595890 0.685039 0.637363 127
11 0.000000 0.000000 0.000000 144
12 0.014184 0.013889 0.014035 144
13 0.000000 0.000000 0.000000 144
14 0.000000 0.000000 0.000000 144
15 0.000000 0.000000 0.000000 144
16 0.020408 0.020833 0.020619 144
17 0.000000 0.000000 0.000000 144
18 0.000000 0.000000 0.000000 144
19 0.929977 0.954750 0.942200 19558
20 0.622970 0.585605 0.603710 917
avg / total 0.866066 0.887285 0.876487 21754
Classification report for turbine 20, turbine category 3.0
precision recall f1-score support
10 0.078189 0.275362 0.121795 69
11 0.000000 0.000000 0.000000 36
12 0.000000 0.000000 0.000000 36
13 0.000000 0.000000 0.000000 36
14 0.000000 0.000000 0.000000 36
15 0.014925 0.027778 0.019417 36
16 0.000000 0.000000 0.000000 36
17 0.000000 0.000000 0.000000 36
18 0.000000 0.000000 0.000000 36
19 0.925459 0.928790 0.927121 16669
20 0.920685 0.739002 0.819899 4728
avg / total 0.909506 0.873219 0.889021 21754
Classification report for turbine 20, turbine category 3.0
precision recall f1-score support
10 0.058824 0.090909 0.071429 55
11 0.014286 0.003690 0.005865 271
12 0.023810 0.007937 0.011905 252
13 0.011494 0.004000 0.005935 250
14 0.010870 0.005814 0.007576 172
15 0.000000 0.000000 0.000000 144
16 0.000000 0.000000 0.000000 144
17 0.000000 0.000000 0.000000 144
18 0.000000 0.000000 0.000000 142
19 0.901544 0.932498 0.916760 15407
20 0.863828 0.901110 0.882075 4773
avg / total 0.828858 0.858601 0.843338 21754
Classification report for turbine 20, turbine category 3.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 7
11 0.007752 0.027778 0.012121 36
12 0.000000 0.000000 0.000000 36
13 0.000000 0.000000 0.000000 36
14 0.000000 0.000000 0.000000 36
15 0.000000 0.000000 0.000000 36
16 0.077830 0.916667 0.143478 36
17 0.000000 0.000000 0.000000 36
18 0.000000 0.000000 0.000000 36
19 0.949820 0.939377 0.944570 19646
20 0.761693 0.377275 0.504611 1813
avg / total 0.921403 0.881355 0.895351 21754
Classification report for turbine 20, turbine category 3.0
precision recall f1-score support
10 0.363636 0.150000 0.212389 160
11 0.011236 0.009259 0.010152 108
12 0.016129 0.009259 0.011765 108
13 0.000000 0.000000 0.000000 108
14 0.000000 0.000000 0.000000 108
15 0.027027 0.009259 0.013793 108
16 0.000000 0.000000 0.000000 108
17 0.000000 0.000000 0.000000 108
18 0.000000 0.000000 0.000000 108
19 0.951153 0.940684 0.945890 15173
20 0.864484 0.959690 0.909603 5557
avg / total 0.887186 0.902501 0.893835 21754
------------------------------------------------------------------------
Classification report for turbine 20, turbine category 4.0
precision recall f1-score support
19 0.982164 0.990235 0.986183 20687
20 0.774805 0.651359 0.707739 1067
avg / total 0.971994 0.973614 0.972526 21754
Classification report for turbine 20, turbine category 4.0
precision recall f1-score support
19 0.949094 0.982763 0.965635 16998
20 0.929449 0.811606 0.866539 4756
avg / total 0.944799 0.945343 0.943970 21754
Classification report for turbine 20, turbine category 4.0
precision recall f1-score support
19 0.977067 0.985267 0.981150 16562
20 0.951712 0.926233 0.938799 5192
avg / total 0.971016 0.971178 0.971042 21754
Classification report for turbine 20, turbine category 4.0
precision recall f1-score support
19 0.979131 0.991607 0.985330 19778
20 0.903712 0.788462 0.842162 1976
avg / total 0.972281 0.973154 0.972325 21754
Classification report for turbine 20, turbine category 4.0
precision recall f1-score support
19 0.994861 0.992972 0.993916 15793
20 0.981472 0.986412 0.983936 5961
avg / total 0.991193 0.991174 0.991181 21754
------------------------------------------------------------------------
Classification report for turbine 20, turbine category 5.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 15
11 0.000000 0.000000 0.000000 36
12 0.000000 0.000000 0.000000 36
13 0.000000 0.000000 0.000000 36
14 0.000000 0.000000 0.000000 36
15 0.000000 0.000000 0.000000 36
16 0.000000 0.000000 0.000000 36
17 0.000000 0.000000 0.000000 36
18 0.000000 0.000000 0.000000 36
19 0.966583 0.984164 0.975295 20397
20 0.659229 0.616698 0.637255 1054
avg / total 0.938229 0.952652 0.945332 21754
Classification report for turbine 20, turbine category 5.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 0
11 0.000000 0.000000 0.000000 0
12 0.000000 0.000000 0.000000 0
13 0.000000 0.000000 0.000000 0
14 0.000000 0.000000 0.000000 0
15 0.000000 0.000000 0.000000 0
16 0.000000 0.000000 0.000000 0
17 0.000000 0.000000 0.000000 0
18 0.000000 0.000000 0.000000 0
19 0.972341 0.976174 0.974254 16998
20 0.930360 0.890454 0.909970 4756
avg / total 0.963163 0.957433 0.960199 21754
Classification report for turbine 20, turbine category 5.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 0
11 0.000000 0.000000 0.000000 0
12 0.000000 0.000000 0.000000 0
13 0.000000 0.000000 0.000000 0
14 0.000000 0.000000 0.000000 0
15 0.000000 0.000000 0.000000 0
16 0.000000 0.000000 0.000000 0
17 0.000000 0.000000 0.000000 0
18 0.000000 0.000000 0.000000 0
19 0.967970 0.976211 0.972073 16562
20 0.940341 0.892527 0.915810 5192
avg / total 0.961376 0.956238 0.958645 21754
Classification report for turbine 20, turbine category 5.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 17
11 0.000000 0.000000 0.000000 36
12 0.000000 0.000000 0.000000 36
13 0.000000 0.000000 0.000000 35
14 0.000000 0.000000 0.000000 36
15 0.000000 0.000000 0.000000 36
16 0.000000 0.000000 0.000000 36
17 0.000000 0.000000 0.000000 36
18 0.000000 0.000000 0.000000 30
19 0.936537 0.990318 0.962677 19521
20 0.840456 0.457364 0.592369 1935
avg / total 0.915162 0.929346 0.916551 21754
Classification report for turbine 20, turbine category 5.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 634
11 0.000000 0.000000 0.000000 36
12 0.000000 0.000000 0.000000 36
13 0.000000 0.000000 0.000000 36
14 0.000000 0.000000 0.000000 36
15 0.000000 0.000000 0.000000 36
16 0.000000 0.000000 0.000000 36
17 0.000000 0.000000 0.000000 36
18 0.000000 0.000000 0.000000 36
19 0.863522 0.977532 0.916997 15489
20 0.802772 0.607150 0.691390 5343
avg / total 0.812003 0.845132 0.822721 21754
------------------------------------------------------------------------
Classification report for turbine 20, turbine category 6.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 12
11 0.000000 0.000000 0.000000 36
12 0.000000 0.000000 0.000000 36
13 0.000000 0.000000 0.000000 36
14 0.000000 0.000000 0.000000 36
15 0.000000 0.000000 0.000000 36
16 0.000000 0.000000 0.000000 36
17 0.000000 0.000000 0.000000 36
18 0.000000 0.000000 0.000000 36
19 0.967281 0.977468 0.972347 20415
20 0.655992 0.611165 0.632785 1039
avg / total 0.939074 0.946493 0.942720 21754
Classification report for turbine 20, turbine category 6.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 48
11 0.000000 0.000000 0.000000 36
12 0.000000 0.000000 0.000000 36
13 0.000000 0.000000 0.000000 36
14 0.000000 0.000000 0.000000 36
15 0.000000 0.000000 0.000000 36
16 0.000000 0.000000 0.000000 36
17 0.000000 0.000000 0.000000 36
18 0.000000 0.000000 0.000000 36
19 0.952445 0.972111 0.962178 16709
20 0.915105 0.881291 0.897880 4709
avg / total 0.929651 0.937437 0.933398 21754
Classification report for turbine 20, turbine category 6.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 4
11 0.000000 0.000000 0.000000 36
12 0.000000 0.000000 0.000000 36
13 0.000000 0.000000 0.000000 36
14 0.000000 0.000000 0.000000 36
15 0.000000 0.000000 0.000000 36
16 0.000000 0.000000 0.000000 36
17 0.000000 0.000000 0.000000 36
18 0.000000 0.000000 0.000000 36
19 0.968972 0.964404 0.966683 16547
20 0.888911 0.900305 0.894572 4915
avg / total 0.937877 0.936977 0.937415 21754
Classification report for turbine 20, turbine category 6.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 0
11 0.000000 0.000000 0.000000 0
12 0.000000 0.000000 0.000000 0
13 0.000000 0.000000 0.000000 0
14 0.000000 0.000000 0.000000 0
15 0.000000 0.000000 0.000000 0
16 0.000000 0.000000 0.000000 0
17 0.000000 0.000000 0.000000 0
18 0.000000 0.000000 0.000000 0
19 0.942595 0.982152 0.961967 19778
20 0.796238 0.385628 0.519605 1976
avg / total 0.929301 0.927967 0.921786 21754
Classification report for turbine 20, turbine category 6.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 0
11 0.000000 0.000000 0.000000 0
12 0.000000 0.000000 0.000000 0
13 0.000000 0.000000 0.000000 0
14 0.000000 0.000000 0.000000 0
15 0.000000 0.000000 0.000000 0
16 0.000000 0.000000 0.000000 0
17 0.000000 0.000000 0.000000 0
18 0.000000 0.000000 0.000000 0
19 0.819361 0.980244 0.892611 15793
20 0.936320 0.424258 0.583930 5961
avg / total 0.851410 0.827894 0.808027 21754
------------------------------------------------------------------------
Classification report for turbine 20, turbine category 7.0
precision recall f1-score support
19 0.981589 0.984483 0.983034 20687
20 0.680915 0.641987 0.660878 1067
avg / total 0.966841 0.967684 0.967232 21754
Classification report for turbine 20, turbine category 7.0
precision recall f1-score support
19 0.962952 0.978645 0.970735 16998
20 0.918955 0.865433 0.891391 4756
avg / total 0.953333 0.953894 0.953388 21754
Classification report for turbine 20, turbine category 7.0
precision recall f1-score support
19 0.973854 0.985026 0.979408 16562
20 0.950420 0.915639 0.932706 5192
avg / total 0.968261 0.968466 0.968262 21754
Classification report for turbine 20, turbine category 7.0
precision recall f1-score support
19 0.946119 0.991708 0.968377 19778
20 0.839687 0.434717 0.572858 1976
avg / total 0.936452 0.941114 0.932451 21754
Classification report for turbine 20, turbine category 7.0
precision recall f1-score support
19 0.995297 0.991705 0.993498 15793
20 0.978232 0.987586 0.982887 5961
avg / total 0.990621 0.990576 0.990590 21754
------------------------------------------------------------------------
Classification report for turbine 20, turbine category 8.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 98
11 0.012346 0.011236 0.011765 89
12 0.025000 0.027778 0.026316 72
13 0.000000 0.000000 0.000000 72
14 0.000000 0.000000 0.000000 72
15 0.000000 0.000000 0.000000 72
16 0.000000 0.000000 0.000000 70
17 0.000000 0.000000 0.000000 36
18 0.000000 0.000000 0.000000 36
19 0.951408 0.958249 0.954816 20167
20 0.647059 0.521649 0.577626 970
avg / total 0.910986 0.911740 0.911052 21754
Classification report for turbine 20, turbine category 8.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 602
11 0.000000 0.000000 0.000000 36
12 0.015625 0.027778 0.020000 36
13 0.000000 0.000000 0.000000 36
14 0.000000 0.000000 0.000000 36
15 0.000000 0.000000 0.000000 36
16 0.000000 0.000000 0.000000 36
17 0.000000 0.000000 0.000000 36
18 0.000000 0.000000 0.000000 36
19 0.954770 0.956418 0.955593 16796
20 0.785663 0.802852 0.794164 4068
avg / total 0.884111 0.888618 0.886344 21754
Classification report for turbine 20, turbine category 8.0
precision recall f1-score support
10 0.005149 0.416667 0.010173 12
11 0.000000 0.000000 0.000000 108
12 0.000000 0.000000 0.000000 108
13 0.000000 0.000000 0.000000 108
14 0.000000 0.000000 0.000000 108
15 0.065574 0.039604 0.049383 101
16 0.000000 0.000000 0.000000 72
17 0.000000 0.000000 0.000000 72
18 0.000000 0.000000 0.000000 72
19 0.929492 0.938983 0.934213 16061
20 0.881928 0.742092 0.805990 4932
avg / total 0.886500 0.861910 0.872697 21754
Classification report for turbine 20, turbine category 8.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 22
11 0.037736 0.016260 0.022727 123
12 0.023256 0.009259 0.013245 108
13 0.017544 0.009259 0.012121 108
14 0.000000 0.000000 0.000000 83
15 0.000000 0.000000 0.000000 72
16 0.000000 0.000000 0.000000 72
17 0.000000 0.000000 0.000000 72
18 0.000000 0.000000 0.000000 79
19 0.911976 0.969607 0.939909 19116
20 0.732906 0.361243 0.483951 1899
avg / total 0.865780 0.883746 0.868431 21754
Classification report for turbine 20, turbine category 8.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 12
11 0.000000 0.000000 0.000000 108
12 0.000000 0.000000 0.000000 108
13 0.000000 0.000000 0.000000 108
14 0.000000 0.000000 0.000000 108
15 0.018868 0.009259 0.012422 108
16 0.000000 0.000000 0.000000 108
17 0.000000 0.000000 0.000000 108
18 0.000000 0.000000 0.000000 108
19 0.769345 0.957765 0.853277 15177
20 0.892719 0.363445 0.516579 5701
avg / total 0.770790 0.763492 0.730741 21754
------------------------------------------------------------------------
Classification report for turbine 20, turbine category 9.0
precision recall f1-score support
19 0.980733 0.989172 0.984935 20687
20 0.748031 0.623243 0.679959 1067
avg / total 0.969320 0.971224 0.969976 21754
Classification report for turbine 20, turbine category 9.0
precision recall f1-score support
19 0.964620 0.976821 0.970682 16998
20 0.913235 0.871951 0.892116 4756
avg / total 0.953386 0.953894 0.953505 21754
Classification report for turbine 20, turbine category 9.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 316
11 0.000000 0.000000 0.000000 255
12 0.000000 0.000000 0.000000 214
13 0.000000 0.000000 0.000000 162
14 0.000000 0.000000 0.000000 144
15 0.000000 0.000000 0.000000 134
16 0.000000 0.000000 0.000000 108
17 0.000000 0.000000 0.000000 99
18 0.000000 0.000000 0.000000 72
19 0.919612 0.982591 0.950059 15624
20 0.839723 0.918504 0.877349 4626
avg / total 0.839045 0.901030 0.868913 21754
Classification report for turbine 20, turbine category 9.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 89
11 0.007194 0.013889 0.009479 72
12 0.000000 0.000000 0.000000 45
13 0.000000 0.000000 0.000000 36
14 0.000000 0.000000 0.000000 36
15 0.000000 0.000000 0.000000 36
16 0.000000 0.000000 0.000000 36
17 0.000000 0.000000 0.000000 36
18 0.000000 0.000000 0.000000 36
19 0.930095 0.971253 0.950229 19480
20 0.684946 0.343952 0.457944 1852
avg / total 0.891206 0.899053 0.889917 21754
Classification report for turbine 20, turbine category 9.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 81
11 0.000000 0.000000 0.000000 180
12 0.000000 0.000000 0.000000 180
13 0.000000 0.000000 0.000000 178
14 0.000000 0.000000 0.000000 144
15 0.000000 0.000000 0.000000 144
16 0.000000 0.000000 0.000000 144
17 0.040000 0.006944 0.011834 144
18 0.000000 0.000000 0.000000 144
19 0.906034 0.969055 0.936486 14736
20 0.924849 0.918824 0.921827 5679
avg / total 0.855442 0.896341 0.875095 21754
------------------------------------------------------------------------
Classification report for turbine 20, turbine category 10.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 33
11 0.000000 0.000000 0.000000 36
12 0.000000 0.000000 0.000000 36
13 0.000000 0.000000 0.000000 36
14 0.013158 0.055556 0.021277 36
15 0.000000 0.000000 0.000000 36
16 0.000000 0.000000 0.000000 36
17 0.000000 0.000000 0.000000 36
18 0.000000 0.000000 0.000000 36
19 0.963474 0.925826 0.944275 20371
20 0.731380 0.564030 0.636895 1062
avg / total 0.937948 0.894594 0.915371 21754
Classification report for turbine 20, turbine category 10.0
precision recall f1-score support
10 0.012422 0.036697 0.018561 109
11 0.000000 0.000000 0.000000 72
12 0.000000 0.000000 0.000000 72
13 0.000000 0.000000 0.000000 72
14 0.000000 0.000000 0.000000 65
15 0.000000 0.000000 0.000000 36
16 0.000000 0.000000 0.000000 36
17 0.000000 0.000000 0.000000 36
18 0.000000 0.000000 0.000000 36
19 0.941606 0.941273 0.941440 16977
20 0.803262 0.742871 0.771887 4243
avg / total 0.891571 0.879654 0.885353 21754
Classification report for turbine 20, turbine category 10.0
precision recall f1-score support
10 0.160470 0.073411 0.100737 1117
11 0.018692 0.007752 0.010959 258
12 0.000000 0.000000 0.000000 216
13 0.010989 0.004950 0.006826 202
14 0.003676 0.005556 0.004425 180
15 0.000000 0.000000 0.000000 180
16 0.000000 0.000000 0.000000 180
17 0.029412 0.005780 0.009662 173
18 0.000000 0.000000 0.000000 144
19 0.889042 0.931877 0.909956 15193
20 0.658964 0.692662 0.675393 3911
avg / total 0.748206 0.779351 0.762417 21754
Classification report for turbine 20, turbine category 10.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 0
11 0.000000 0.000000 0.000000 0
12 0.000000 0.000000 0.000000 0
13 0.000000 0.000000 0.000000 0
14 0.000000 0.000000 0.000000 0
15 0.000000 0.000000 0.000000 0
16 0.000000 0.000000 0.000000 0
17 0.000000 0.000000 0.000000 0
18 0.000000 0.000000 0.000000 0
19 0.945532 0.957579 0.951517 19778
20 0.826667 0.407895 0.546256 1976
avg / total 0.934735 0.907649 0.914706 21754
Classification report for turbine 20, turbine category 10.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 0
11 0.000000 0.000000 0.000000 0
12 0.000000 0.000000 0.000000 0
13 0.000000 0.000000 0.000000 0
14 0.000000 0.000000 0.000000 0
15 0.000000 0.000000 0.000000 0
16 0.000000 0.000000 0.000000 0
17 0.000000 0.000000 0.000000 0
18 0.000000 0.000000 0.000000 0
19 0.778388 0.968784 0.863212 15793
20 0.906188 0.228485 0.364952 5961
avg / total 0.813408 0.765928 0.726679 21754
------------------------------------------------------------------------
Classification report for turbine 20, turbine category 11.0
precision recall f1-score support
10 0.111111 0.047368 0.066421 190
11 0.000000 0.000000 0.000000 108
12 0.000000 0.000000 0.000000 108
13 0.000000 0.000000 0.000000 108
14 0.000000 0.000000 0.000000 108
15 0.000000 0.000000 0.000000 108
16 0.000000 0.000000 0.000000 108
17 0.000000 0.000000 0.000000 108
18 0.000000 0.000000 0.000000 108
19 0.940217 0.979229 0.959326 19835
20 0.557416 0.538728 0.547913 865
avg / total 0.880412 0.914682 0.897067 21754
Classification report for turbine 20, turbine category 11.0
precision recall f1-score support
10 0.953803 0.512538 0.666775 3988
11 0.014035 0.007519 0.009792 532
12 0.013514 0.002494 0.004211 401
13 0.016129 0.002907 0.004926 344
14 0.000000 0.000000 0.000000 288
15 0.028986 0.006944 0.011204 288
16 0.028169 0.008368 0.012903 239
17 0.000000 0.000000 0.000000 216
18 0.000000 0.000000 0.000000 216
19 0.820365 0.952235 0.881395 14383
20 0.273536 0.679860 0.390114 859
avg / total 0.729593 0.750850 0.721073 21754
Classification report for turbine 20, turbine category 11.0
precision recall f1-score support
10 0.123770 0.743728 0.212222 558
11 0.040730 0.197279 0.067520 147
12 0.000000 0.000000 0.000000 108
13 0.000000 0.000000 0.000000 108
14 0.000000 0.000000 0.000000 108
15 0.008299 0.018519 0.011461 108
16 0.015625 0.018519 0.016949 108
17 0.000000 0.000000 0.000000 108
18 0.000000 0.000000 0.000000 108
19 0.925113 0.849153 0.885507 15930
20 0.745223 0.268164 0.394404 4363
avg / total 0.830472 0.696194 0.733581 21754
Classification report for turbine 20, turbine category 11.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 0
11 0.000000 0.000000 0.000000 0
12 0.000000 0.000000 0.000000 0
13 0.000000 0.000000 0.000000 0
14 0.000000 0.000000 0.000000 0
15 0.000000 0.000000 0.000000 0
16 0.000000 0.000000 0.000000 0
17 0.000000 0.000000 0.000000 0
18 0.000000 0.000000 0.000000 0
19 0.943764 0.927445 0.935533 19778
20 0.731219 0.221660 0.340194 1976
avg / total 0.924458 0.863335 0.881456 21754
Classification report for turbine 20, turbine category 11.0
precision recall f1-score support
10 0.059961 0.352273 0.102479 88
11 0.007519 0.013889 0.009756 72
12 0.000000 0.000000 0.000000 72
13 0.033898 0.027778 0.030534 72
14 0.000000 0.000000 0.000000 72
15 0.004975 0.013889 0.007326 72
16 0.000000 0.000000 0.000000 72
17 0.000000 0.000000 0.000000 72
18 0.006993 0.013889 0.009302 72
19 0.774440 0.941669 0.849906 15412
20 0.828181 0.202888 0.325930 5678
avg / total 0.765248 0.721752 0.687805 21754
------------------------------------------------------------------------
Classification report for turbine 20, turbine category 16.0
precision recall f1-score support
19 0.981721 0.989172 0.985433 20687
20 0.753846 0.642924 0.693981 1067
avg / total 0.970544 0.972189 0.971137 21754
Classification report for turbine 20, turbine category 16.0
precision recall f1-score support
19 0.949678 0.988116 0.968516 16998
20 0.950344 0.812868 0.876247 4756
avg / total 0.949823 0.949802 0.948343 21754
Classification report for turbine 20, turbine category 16.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 6
11 0.000000 0.000000 0.000000 36
12 0.000000 0.000000 0.000000 36
13 0.000000 0.000000 0.000000 36
14 0.000000 0.000000 0.000000 36
15 0.000000 0.000000 0.000000 36
16 0.000000 0.000000 0.000000 36
17 0.000000 0.000000 0.000000 36
18 0.000000 0.000000 0.000000 36
19 0.958276 0.984463 0.971193 16284
20 0.946866 0.919243 0.932850 5176
avg / total 0.942610 0.955640 0.948945 21754
Classification report for turbine 20, turbine category 16.0
precision recall f1-score support
11 0.000000 0.000000 0.000000 0
12 0.000000 0.000000 0.000000 0
13 0.000000 0.000000 0.000000 0
14 0.000000 0.000000 0.000000 0
15 0.000000 0.000000 0.000000 0
16 0.000000 0.000000 0.000000 0
17 0.000000 0.000000 0.000000 0
18 0.000000 0.000000 0.000000 0
19 0.946664 0.979978 0.963033 19778
20 0.820298 0.445850 0.577705 1976
avg / total 0.935186 0.931461 0.928032 21754
Classification report for turbine 20, turbine category 16.0
precision recall f1-score support
11 0.000000 0.000000 0.000000 0
12 0.000000 0.000000 0.000000 0
13 0.000000 0.000000 0.000000 0
14 0.000000 0.000000 0.000000 0
15 0.000000 0.000000 0.000000 0
16 0.000000 0.000000 0.000000 0
17 0.000000 0.000000 0.000000 0
18 0.000000 0.000000 0.000000 0
19 0.991599 0.979041 0.985280 15793
20 0.954166 0.977856 0.965866 5961
avg / total 0.981342 0.978717 0.979960 21754
------------------------------------------------------------------------
Classification report for turbine 20, turbine category 18.0
precision recall f1-score support
10 0.086957 0.038462 0.053333 52
11 0.019802 0.006944 0.010283 288
12 0.025316 0.006944 0.010899 288
13 0.000000 0.000000 0.000000 288
14 0.000000 0.000000 0.000000 288
15 0.031579 0.010417 0.015666 288
16 0.009174 0.003472 0.005038 288
17 0.000000 0.000000 0.000000 288
18 0.010417 0.010417 0.010417 288
19 0.885360 0.948426 0.915808 18517
20 0.636822 0.573212 0.603345 881
avg / total 0.780891 0.831112 0.804790 21754
Classification report for turbine 20, turbine category 18.0
precision recall f1-score support
10 0.010256 0.166667 0.019324 12
11 0.003876 0.013889 0.006061 72
12 0.000000 0.000000 0.000000 72
13 0.004348 0.013889 0.006623 72
14 0.032581 0.180556 0.055202 72
15 0.000000 0.000000 0.000000 72
16 0.005376 0.027778 0.009009 72
17 0.000000 0.000000 0.000000 72
18 0.019231 0.027778 0.022727 72
19 0.914937 0.873503 0.893740 16451
20 0.904369 0.720042 0.801748 4715
avg / total 0.888138 0.817597 0.849984 21754
Classification report for turbine 20, turbine category 18.0
precision recall f1-score support
10 0.029412 0.076923 0.042553 13
11 0.017544 0.041667 0.024691 72
12 0.000000 0.000000 0.000000 72
13 0.000000 0.000000 0.000000 72
14 0.015385 0.027778 0.019802 72
15 0.016807 0.027778 0.020942 72
16 0.000000 0.000000 0.000000 72
17 0.005236 0.013889 0.007605 72
18 0.007937 0.013889 0.010101 72
19 0.933823 0.913060 0.923325 16011
20 0.921096 0.867482 0.893485 5154
avg / total 0.905750 0.877999 0.891556 21754
Classification report for turbine 20, turbine category 18.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 16
11 0.005814 0.009259 0.007143 108
12 0.008811 0.018519 0.011940 108
13 0.011050 0.018519 0.013841 108
14 0.007246 0.009259 0.008130 108
15 0.000000 0.000000 0.000000 108
16 0.000000 0.000000 0.000000 108
17 0.000000 0.000000 0.000000 108
18 0.000000 0.000000 0.000000 108
19 0.903875 0.928981 0.916256 19009
20 0.781427 0.369973 0.502183 1865
avg / total 0.856977 0.843753 0.843896 21754
Classification report for turbine 20, turbine category 18.0
precision recall f1-score support
10 0.018519 0.105263 0.031496 19
11 0.016949 0.018519 0.017699 108
12 0.021277 0.018519 0.019802 108
13 0.000000 0.000000 0.000000 108
14 0.000000 0.000000 0.000000 108
15 0.000000 0.000000 0.000000 108
16 0.000000 0.000000 0.000000 108
17 0.000000 0.000000 0.000000 108
18 0.000000 0.000000 0.000000 108
19 0.939905 0.923996 0.931883 15065
20 0.900796 0.935239 0.917695 5806
avg / total 0.891522 0.889767 0.890484 21754
------------------------------------------------------------------------
Classification report for turbine 20, turbine category 19.0
precision recall f1-score support
19 0.981032 0.990042 0.985516 20687
20 0.765108 0.628866 0.690329 1067
avg / total 0.970441 0.972327 0.971038 21754
Classification report for turbine 20, turbine category 19.0
precision recall f1-score support
19 0.963094 0.974879 0.968951 16998
20 0.906113 0.866484 0.885856 4756
avg / total 0.950637 0.951181 0.950784 21754
Classification report for turbine 20, turbine category 19.0
precision recall f1-score support
19 0.977346 0.984664 0.980991 16562
20 0.949882 0.927196 0.938402 5192
avg / total 0.970791 0.970948 0.970826 21754
Classification report for turbine 20, turbine category 19.0
precision recall f1-score support
19 0.987814 0.991860 0.989833 19778
20 0.915040 0.877530 0.895893 1976
avg / total 0.981204 0.981475 0.981300 21754
Classification report for turbine 20, turbine category 19.0
precision recall f1-score support
19 0.993593 0.991832 0.992712 15793
20 0.978461 0.983057 0.980753 5961
avg / total 0.989447 0.989427 0.989435 21754
------------------------------------------------------------------------
Classification report for turbine 20, turbine category 20.0
precision recall f1-score support
19 0.981915 0.989462 0.985674 20687
20 0.759912 0.646673 0.698734 1067
avg / total 0.971026 0.972649 0.971600 21754
Classification report for turbine 20, turbine category 20.0
precision recall f1-score support
19 0.963746 0.978998 0.971312 16998
20 0.920437 0.868377 0.893649 4756
avg / total 0.954277 0.954813 0.954333 21754
Classification report for turbine 20, turbine category 20.0
precision recall f1-score support
19 0.975697 0.984181 0.979921 16562
20 0.948098 0.921803 0.934766 5192
avg / total 0.969110 0.969293 0.969144 21754
Classification report for turbine 20, turbine category 20.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 17
11 0.000000 0.000000 0.000000 36
12 0.000000 0.000000 0.000000 36
13 0.000000 0.000000 0.000000 36
14 0.000000 0.000000 0.000000 36
15 0.000000 0.000000 0.000000 36
16 0.000000 0.000000 0.000000 36
17 0.000000 0.000000 0.000000 36
18 0.000000 0.000000 0.000000 36
19 0.969729 0.992155 0.980814 19502
20 0.898945 0.831536 0.863927 1947
avg / total 0.949798 0.963869 0.956601 21754
Classification report for turbine 20, turbine category 20.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 0
11 0.000000 0.000000 0.000000 0
12 0.000000 0.000000 0.000000 0
13 0.000000 0.000000 0.000000 0
14 0.000000 0.000000 0.000000 0
15 0.000000 0.000000 0.000000 0
16 0.000000 0.000000 0.000000 0
17 0.000000 0.000000 0.000000 0
18 0.000000 0.000000 0.000000 0
19 0.993475 0.983284 0.988353 15793
20 0.969159 0.980540 0.974817 5961
avg / total 0.986812 0.982532 0.984644 21754
------------------------------------------------------------------------
Classification report for turbine 21, turbine category 2.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 9
11 0.000000 0.000000 0.000000 30
12 0.000000 0.000000 0.000000 31
13 0.000000 0.000000 0.000000 27
14 0.000000 0.000000 0.000000 27
15 0.000000 0.000000 0.000000 28
16 0.000000 0.000000 0.000000 27
17 0.000000 0.000000 0.000000 25
18 0.000000 0.000000 0.000000 26
19 0.978356 0.986966 0.982642 15114
20 0.759524 0.858681 0.806064 743
avg / total 0.954262 0.966930 0.960438 16087
Classification report for turbine 21, turbine category 2.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 0
11 0.000000 0.000000 0.000000 0
13 0.000000 0.000000 0.000000 0
15 0.000000 0.000000 0.000000 0
17 0.000000 0.000000 0.000000 0
19 0.990794 0.985714 0.988247 14630
20 0.873267 0.908030 0.890310 1457
avg / total 0.980149 0.978678 0.979377 16087
Classification report for turbine 21, turbine category 2.0
precision recall f1-score support
11 0.000000 0.000000 0.000000 0
15 0.000000 0.000000 0.000000 0
16 0.000000 0.000000 0.000000 0
17 0.000000 0.000000 0.000000 0
18 0.000000 0.000000 0.000000 0
19 0.975014 0.993525 0.984183 13590
20 0.967611 0.861434 0.911441 2497
avg / total 0.973865 0.973022 0.972892 16087
Classification report for turbine 21, turbine category 2.0
precision recall f1-score support
11 0.000000 0.000000 0.000000 0
15 0.000000 0.000000 0.000000 0
16 0.000000 0.000000 0.000000 0
19 0.995394 0.993759 0.994576 15223
20 0.904219 0.917824 0.910971 864
avg / total 0.990497 0.989681 0.990086 16087
Classification report for turbine 21, turbine category 2.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 0
11 0.000000 0.000000 0.000000 0
15 0.000000 0.000000 0.000000 0
17 0.000000 0.000000 0.000000 0
19 0.993738 0.995861 0.994798 14979
20 0.947566 0.913357 0.930147 1108
avg / total 0.990558 0.990178 0.990345 16087
------------------------------------------------------------------------
Classification report for turbine 21, turbine category 3.0
precision recall f1-score support
19 0.993691 0.985916 0.989789 15337
20 0.751724 0.872000 0.807407 750
avg / total 0.982410 0.980605 0.981286 16087
Classification report for turbine 21, turbine category 3.0
precision recall f1-score support
19 0.989464 0.982160 0.985799 14630
20 0.833227 0.894990 0.863005 1457
avg / total 0.975314 0.974265 0.974677 16087
Classification report for turbine 21, turbine category 3.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 108
11 0.000000 0.000000 0.000000 30
12 0.000000 0.000000 0.000000 30
13 0.000000 0.000000 0.000000 26
14 0.000000 0.000000 0.000000 20
15 0.000000 0.000000 0.000000 27
16 0.000000 0.000000 0.000000 27
17 0.000000 0.000000 0.000000 27
18 0.000000 0.000000 0.000000 26
19 0.962245 0.996181 0.978919 13355
20 0.941176 0.882621 0.910959 2411
avg / total 0.939887 0.959284 0.949200 16087
Classification report for turbine 21, turbine category 3.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 0
11 0.000000 0.000000 0.000000 0
12 0.000000 0.000000 0.000000 0
13 0.000000 0.000000 0.000000 0
14 0.000000 0.000000 0.000000 0
15 0.000000 0.000000 0.000000 0
16 0.000000 0.000000 0.000000 0
17 0.000000 0.000000 0.000000 0
18 0.000000 0.000000 0.000000 0
19 0.994574 0.987388 0.990968 15223
20 0.895402 0.901620 0.898501 864
avg / total 0.989248 0.982781 0.986002 16087
Classification report for turbine 21, turbine category 3.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 0
11 0.000000 0.000000 0.000000 0
12 0.000000 0.000000 0.000000 0
13 0.000000 0.000000 0.000000 0
14 0.000000 0.000000 0.000000 0
15 0.000000 0.000000 0.000000 0
17 0.000000 0.000000 0.000000 0
18 0.000000 0.000000 0.000000 0
19 0.994254 0.993458 0.993856 14979
20 0.942326 0.914260 0.928081 1108
avg / total 0.990677 0.988003 0.989325 16087
------------------------------------------------------------------------
Classification report for turbine 21, turbine category 4.0
precision recall f1-score support
19 0.993885 0.985590 0.989720 15337
20 0.748292 0.876000 0.807125 750
avg / total 0.982435 0.980481 0.981208 16087
Classification report for turbine 21, turbine category 4.0
precision recall f1-score support
19 0.991594 0.991729 0.991662 14630
20 0.916838 0.915580 0.916209 1457
avg / total 0.984823 0.984832 0.984828 16087
Classification report for turbine 21, turbine category 4.0
precision recall f1-score support
19 0.978022 0.995438 0.986653 13590
20 0.972506 0.878254 0.922980 2497
avg / total 0.977166 0.977249 0.976770 16087
Classification report for turbine 21, turbine category 4.0
precision recall f1-score support
19 0.995798 0.996321 0.996060 15223
20 0.934579 0.925926 0.930233 864
avg / total 0.992510 0.992541 0.992524 16087
Classification report for turbine 21, turbine category 4.0
precision recall f1-score support
19 0.994334 0.995928 0.995130 14979
20 0.943727 0.923285 0.933394 1108
avg / total 0.990849 0.990924 0.990878 16087
------------------------------------------------------------------------
Classification report for turbine 21, turbine category 5.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 0
11 0.000000 0.000000 0.000000 0
12 0.000000 0.000000 0.000000 0
13 0.000000 0.000000 0.000000 0
14 0.000000 0.000000 0.000000 0
15 0.000000 0.000000 0.000000 0
16 0.000000 0.000000 0.000000 0
17 0.000000 0.000000 0.000000 0
18 0.000000 0.000000 0.000000 0
19 0.991219 0.956771 0.973690 15337
20 0.746803 0.778667 0.762402 750
avg / total 0.979824 0.948468 0.963840 16087
Classification report for turbine 21, turbine category 5.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 24
11 0.000000 0.000000 0.000000 30
12 0.000000 0.000000 0.000000 36
13 0.000000 0.000000 0.000000 28
14 0.000000 0.000000 0.000000 28
15 0.000000 0.000000 0.000000 29
16 0.000000 0.000000 0.000000 29
17 0.000000 0.000000 0.000000 27
18 0.000000 0.000000 0.000000 28
19 0.990024 0.970725 0.980280 14620
20 0.695172 0.834437 0.758465 1208
avg / total 0.951944 0.944862 0.947841 16087
Classification report for turbine 21, turbine category 5.0
precision recall f1-score support
10 0.187500 0.272727 0.222222 11
11 0.000000 0.000000 0.000000 62
12 0.000000 0.000000 0.000000 52
13 0.040000 0.018182 0.025000 55
14 0.000000 0.000000 0.000000 49
15 0.000000 0.000000 0.000000 53
16 0.000000 0.000000 0.000000 54
17 0.000000 0.000000 0.000000 56
18 0.000000 0.000000 0.000000 51
19 0.943030 0.968026 0.955365 13167
20 0.956583 0.818329 0.882071 2477
avg / total 0.919413 0.918568 0.918008 16087
Classification report for turbine 21, turbine category 5.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 57
11 0.000000 0.000000 0.000000 108
12 0.000000 0.000000 0.000000 108
13 0.010204 0.009259 0.009709 108
14 0.000000 0.000000 0.000000 106
15 0.000000 0.000000 0.000000 108
16 0.000000 0.000000 0.000000 105
17 0.000000 0.000000 0.000000 108
18 0.000000 0.000000 0.000000 106
19 0.937622 0.965081 0.951153 14376
20 0.824324 0.688833 0.750513 797
avg / total 0.878806 0.896625 0.887237 16087
Classification report for turbine 21, turbine category 5.0
precision recall f1-score support
10 0.015385 0.400000 0.029630 5
11 0.000000 0.000000 0.000000 20
12 0.000000 0.000000 0.000000 23
13 0.000000 0.000000 0.000000 33
14 0.000000 0.000000 0.000000 35
15 0.000000 0.000000 0.000000 34
16 0.000000 0.000000 0.000000 33
17 0.012658 0.027778 0.017391 36
18 0.000000 0.000000 0.000000 36
19 0.987823 0.946871 0.966913 14907
20 0.761488 0.752432 0.756933 925
avg / total 0.959183 0.920868 0.939561 16087
------------------------------------------------------------------------
Classification report for turbine 21, turbine category 6.0
precision recall f1-score support
11 0.000000 0.000000 0.000000 0
12 0.000000 0.000000 0.000000 0
13 0.000000 0.000000 0.000000 0
14 0.000000 0.000000 0.000000 0
15 0.000000 0.000000 0.000000 0
16 0.000000 0.000000 0.000000 0
17 0.000000 0.000000 0.000000 0
18 0.000000 0.000000 0.000000 0
19 0.992701 0.975419 0.983984 15337
20 0.743527 0.804000 0.772582 750
avg / total 0.981084 0.967427 0.974128 16087
Classification report for turbine 21, turbine category 6.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 0
11 0.000000 0.000000 0.000000 0
12 0.000000 0.000000 0.000000 0
13 0.000000 0.000000 0.000000 0
14 0.000000 0.000000 0.000000 0
15 0.000000 0.000000 0.000000 0
16 0.000000 0.000000 0.000000 0
17 0.000000 0.000000 0.000000 0
18 0.000000 0.000000 0.000000 0
19 0.986935 0.986193 0.986564 14630
20 0.930319 0.861359 0.894512 1457
avg / total 0.981807 0.974887 0.978227 16087
Classification report for turbine 21, turbine category 6.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 2
11 0.000000 0.000000 0.000000 31
12 0.000000 0.000000 0.000000 29
13 0.000000 0.000000 0.000000 25
14 0.000000 0.000000 0.000000 28
15 0.000000 0.000000 0.000000 31
16 0.000000 0.000000 0.000000 30
17 0.000000 0.000000 0.000000 26
18 0.000000 0.000000 0.000000 20
19 0.966370 0.991006 0.978533 13454
20 0.933484 0.855662 0.892880 2411
avg / total 0.948105 0.957046 0.952192 16087
Classification report for turbine 21, turbine category 6.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 0
11 0.000000 0.000000 0.000000 0
12 0.000000 0.000000 0.000000 0
13 0.000000 0.000000 0.000000 0
14 0.000000 0.000000 0.000000 0
15 0.000000 0.000000 0.000000 0
16 0.000000 0.000000 0.000000 0
17 0.000000 0.000000 0.000000 0
18 0.000000 0.000000 0.000000 0
19 0.996163 0.989095 0.992617 15223
20 0.915094 0.898148 0.906542 864
avg / total 0.991809 0.984211 0.987994 16087
Classification report for turbine 21, turbine category 6.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 0
11 0.000000 0.000000 0.000000 0
12 0.000000 0.000000 0.000000 0
13 0.000000 0.000000 0.000000 0
14 0.000000 0.000000 0.000000 0
15 0.000000 0.000000 0.000000 0
16 0.000000 0.000000 0.000000 0
17 0.000000 0.000000 0.000000 0
18 0.000000 0.000000 0.000000 0
19 0.994698 0.989385 0.992034 14979
20 0.919210 0.924188 0.921692 1108
avg / total 0.989498 0.984895 0.987189 16087
------------------------------------------------------------------------
Classification report for turbine 21, turbine category 7.0
precision recall f1-score support
19 0.994679 0.987220 0.990936 15337
20 0.773410 0.892000 0.828483 750
avg / total 0.984363 0.982781 0.983362 16087
Classification report for turbine 21, turbine category 7.0
precision recall f1-score support
19 0.991193 0.976965 0.984028 14630
20 0.797840 0.912835 0.851472 1457
avg / total 0.973681 0.971157 0.972022 16087
Classification report for turbine 21, turbine category 7.0
precision recall f1-score support
19 0.979219 0.995143 0.987117 13590
20 0.971002 0.885062 0.926042 2497
avg / total 0.977944 0.978057 0.977637 16087
Classification report for turbine 21, turbine category 7.0
precision recall f1-score support
19 0.996383 0.995270 0.995826 15223
20 0.918275 0.936343 0.927221 864
avg / total 0.992188 0.992105 0.992142 16087
Classification report for turbine 21, turbine category 7.0
precision recall f1-score support
19 0.992342 0.994793 0.993566 14979
20 0.927171 0.896209 0.911427 1108
avg / total 0.987853 0.988003 0.987908 16087
------------------------------------------------------------------------
Classification report for turbine 21, turbine category 8.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 0
11 0.000000 0.000000 0.000000 0
12 0.000000 0.000000 0.000000 0
13 0.000000 0.000000 0.000000 0
14 0.000000 0.000000 0.000000 0
15 0.000000 0.000000 0.000000 0
16 0.000000 0.000000 0.000000 0
17 0.000000 0.000000 0.000000 0
18 0.000000 0.000000 0.000000 0
19 0.993589 0.949925 0.971267 15337
20 0.586207 0.793333 0.674221 750
avg / total 0.974597 0.942624 0.957418 16087
Classification report for turbine 21, turbine category 8.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 23
11 0.000000 0.000000 0.000000 102
12 0.000000 0.000000 0.000000 96
13 0.000000 0.000000 0.000000 89
14 0.000000 0.000000 0.000000 95
15 0.062500 0.011765 0.019802 85
16 0.000000 0.000000 0.000000 86
17 0.000000 0.000000 0.000000 83
18 0.000000 0.000000 0.000000 81
19 0.965996 0.979742 0.972821 14266
20 0.632694 0.884366 0.737654 1081
avg / total 0.899494 0.928327 0.912373 16087
Classification report for turbine 21, turbine category 8.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 16
11 0.000000 0.000000 0.000000 27
12 0.000000 0.000000 0.000000 28
13 0.000000 0.000000 0.000000 31
14 0.000000 0.000000 0.000000 28
15 0.000000 0.000000 0.000000 28
16 0.000000 0.000000 0.000000 29
17 0.000000 0.000000 0.000000 29
18 0.000000 0.000000 0.000000 22
19 0.956026 0.978688 0.967225 13373
20 0.940825 0.635703 0.758737 2476
avg / total 0.939543 0.911419 0.920826 16087
Classification report for turbine 21, turbine category 8.0
precision recall f1-score support
10 0.060000 0.026087 0.036364 115
11 0.000000 0.000000 0.000000 35
12 0.000000 0.000000 0.000000 36
13 0.000000 0.000000 0.000000 34
14 0.000000 0.000000 0.000000 35
15 0.000000 0.000000 0.000000 34
16 0.000000 0.000000 0.000000 36
17 0.024390 0.027778 0.025974 36
18 0.000000 0.000000 0.000000 36
19 0.975530 0.979711 0.977616 14934
20 0.753807 0.785714 0.769430 756
avg / total 0.941519 0.946665 0.944025 16087
Classification report for turbine 21, turbine category 8.0
precision recall f1-score support
10 0.014563 0.016949 0.015666 177
11 0.000000 0.000000 0.000000 201
12 0.000000 0.000000 0.000000 176
13 0.000000 0.000000 0.000000 163
14 0.000000 0.000000 0.000000 140
15 0.000000 0.000000 0.000000 144
16 0.000000 0.000000 0.000000 143
17 0.000000 0.000000 0.000000 140
18 0.214286 0.022222 0.040268 135
19 0.912881 0.975721 0.943256 13757
20 0.794147 0.863886 0.827550 911
avg / total 0.827592 0.883695 0.854011 16087
------------------------------------------------------------------------
Classification report for turbine 21, turbine category 9.0
precision recall f1-score support
19 0.995385 0.984417 0.989871 15337
20 0.739935 0.906667 0.814859 750
avg / total 0.983476 0.980792 0.981711 16087
Classification report for turbine 21, turbine category 9.0
precision recall f1-score support
19 0.991343 0.994122 0.992731 14630
20 0.939266 0.912835 0.925861 1457
avg / total 0.986627 0.986759 0.986674 16087
Classification report for turbine 21, turbine category 9.0
precision recall f1-score support
19 0.975204 0.995511 0.985253 13590
20 0.972448 0.862235 0.914031 2497
avg / total 0.974776 0.974824 0.974198 16087
Classification report for turbine 21, turbine category 9.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 113
11 0.000000 0.000000 0.000000 26
12 0.000000 0.000000 0.000000 33
13 0.000000 0.000000 0.000000 36
14 0.000000 0.000000 0.000000 36
15 0.000000 0.000000 0.000000 36
16 0.000000 0.000000 0.000000 36
17 0.000000 0.000000 0.000000 36
18 0.000000 0.000000 0.000000 36
19 0.979894 0.989713 0.984779 14970
20 0.707342 0.938272 0.806604 729
avg / total 0.943909 0.963511 0.952953 16087
Classification report for turbine 21, turbine category 9.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 0
11 0.000000 0.000000 0.000000 0
12 0.000000 0.000000 0.000000 0
13 0.000000 0.000000 0.000000 0
14 0.000000 0.000000 0.000000 0
15 0.000000 0.000000 0.000000 0
16 0.000000 0.000000 0.000000 0
17 0.000000 0.000000 0.000000 0
18 0.000000 0.000000 0.000000 0
19 0.994184 0.992923 0.993554 14979
20 0.933271 0.896209 0.914365 1108
avg / total 0.989989 0.986262 0.988099 16087
------------------------------------------------------------------------
Classification report for turbine 21, turbine category 10.0
precision recall f1-score support
10 0.340369 0.754386 0.469091 171
11 0.008130 0.045455 0.013793 88
12 0.006085 0.038462 0.010508 78
13 0.005510 0.024390 0.008989 82
14 0.005063 0.027027 0.008529 74
15 0.003906 0.012658 0.005970 79
16 0.003322 0.013158 0.005305 76
17 0.000000 0.000000 0.000000 78
18 0.005988 0.012195 0.008032 82
19 0.949084 0.803181 0.870058 14714
20 0.338485 0.387611 0.361386 565
avg / total 0.883779 0.757133 0.813786 16087
Classification report for turbine 21, turbine category 10.0
precision recall f1-score support
10 0.003876 0.125000 0.007519 8
11 0.000000 0.000000 0.000000 29
12 0.016043 0.100000 0.027650 30
13 0.000000 0.000000 0.000000 28
14 0.000000 0.000000 0.000000 30
15 0.000000 0.000000 0.000000 26
16 0.000000 0.000000 0.000000 24
17 0.000000 0.000000 0.000000 23
18 0.000000 0.000000 0.000000 26
19 0.970339 0.867064 0.915800 14413
20 0.947208 0.643448 0.766324 1450
avg / total 0.954775 0.835084 0.889630 16087
Classification report for turbine 21, turbine category 10.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 4
11 0.000000 0.000000 0.000000 42
12 0.000000 0.000000 0.000000 59
13 0.005882 0.017544 0.008811 57
14 0.017241 0.039216 0.023952 51
15 0.000000 0.000000 0.000000 61
16 0.009434 0.017857 0.012346 56
17 0.000000 0.000000 0.000000 55
18 0.000000 0.000000 0.000000 57
19 0.935942 0.898584 0.916882 13203
20 0.936451 0.754300 0.835564 2442
avg / total 0.910412 0.852241 0.879496 16087
Classification report for turbine 21, turbine category 10.0
precision recall f1-score support
10 0.110000 0.063218 0.080292 174
11 0.074766 0.067797 0.071111 118
12 0.006250 0.019231 0.009434 52
13 0.006289 0.019608 0.009524 51
14 0.000000 0.000000 0.000000 28
15 0.000000 0.000000 0.000000 9
16 0.000000 0.000000 0.000000 0
17 0.000000 0.000000 0.000000 0
18 0.000000 0.000000 0.000000 0
19 0.975725 0.937929 0.956454 14999
20 0.684134 0.716463 0.699926 656
avg / total 0.939410 0.905016 0.921759 16087
Classification report for turbine 21, turbine category 10.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 8
11 0.000000 0.000000 0.000000 72
12 0.007519 0.013889 0.009756 72
13 0.000000 0.000000 0.000000 72
14 0.000000 0.000000 0.000000 72
15 0.000000 0.000000 0.000000 72
16 0.000000 0.000000 0.000000 71
17 0.000000 0.000000 0.000000 71
18 0.000000 0.000000 0.000000 71
19 0.955641 0.946160 0.950877 14413
20 0.919109 0.717292 0.805755 1093
avg / total 0.918679 0.896500 0.906719 16087
------------------------------------------------------------------------
Classification report for turbine 21, turbine category 11.0
precision recall f1-score support
19 0.994224 0.987677 0.990940 15337
20 0.777908 0.882667 0.826983 750
avg / total 0.984139 0.982781 0.983296 16087
Classification report for turbine 21, turbine category 11.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 546
11 0.000000 0.000000 0.000000 146
12 0.000000 0.000000 0.000000 147
13 0.000000 0.000000 0.000000 113
14 0.000000 0.000000 0.000000 112
15 0.000000 0.000000 0.000000 103
16 0.000000 0.000000 0.000000 107
17 0.000000 0.000000 0.000000 102
18 0.000000 0.000000 0.000000 103
19 0.928430 0.994892 0.960513 13704
20 0.562767 0.872788 0.684302 904
avg / total 0.822524 0.896562 0.856684 16087
Classification report for turbine 21, turbine category 11.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 0
11 0.000000 0.000000 0.000000 0
12 0.000000 0.000000 0.000000 0
13 0.000000 0.000000 0.000000 0
14 0.000000 0.000000 0.000000 0
15 0.000000 0.000000 0.000000 0
16 0.000000 0.000000 0.000000 0
17 0.000000 0.000000 0.000000 0
18 0.000000 0.000000 0.000000 0
19 0.972027 0.969095 0.970559 13590
20 0.919321 0.693632 0.790687 2497
avg / total 0.963846 0.926338 0.942640 16087
Classification report for turbine 21, turbine category 11.0
precision recall f1-score support
10 0.076336 0.222222 0.113636 45
11 0.000000 0.000000 0.000000 36
12 0.000000 0.000000 0.000000 36
13 0.000000 0.000000 0.000000 36
14 0.000000 0.000000 0.000000 36
15 0.000000 0.000000 0.000000 36
16 0.031250 0.055556 0.040000 36
17 0.000000 0.000000 0.000000 36
18 0.000000 0.000000 0.000000 36
19 0.975758 0.975693 0.975726 14934
20 0.785176 0.762195 0.773515 820
avg / total 0.946129 0.945360 0.945628 16087
Classification report for turbine 21, turbine category 11.0
precision recall f1-score support
10 0.363636 0.034783 0.063492 460
11 0.000000 0.000000 0.000000 144
12 0.000000 0.000000 0.000000 138
13 0.000000 0.000000 0.000000 109
14 0.000000 0.000000 0.000000 107
15 0.000000 0.000000 0.000000 103
16 0.000000 0.000000 0.000000 108
17 0.086957 0.018692 0.030769 107
18 0.000000 0.000000 0.000000 94
19 0.937343 0.975598 0.956088 14138
20 0.479960 0.827288 0.607483 579
avg / total 0.852031 0.888295 0.864139 16087
------------------------------------------------------------------------
Classification report for turbine 21, turbine category 16.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 73
11 0.000000 0.000000 0.000000 52
12 0.000000 0.000000 0.000000 58
13 0.000000 0.000000 0.000000 60
14 0.000000 0.000000 0.000000 54
15 0.000000 0.000000 0.000000 64
16 0.000000 0.000000 0.000000 56
17 0.000000 0.000000 0.000000 54
18 0.000000 0.000000 0.000000 55
19 0.963226 0.976555 0.969845 14886
20 0.645626 0.863704 0.738910 675
avg / total 0.918404 0.939889 0.928443 16087
Classification report for turbine 21, turbine category 16.0
precision recall f1-score support
10 0.134146 0.297297 0.184874 37
11 0.091503 0.181818 0.121739 77
12 0.000000 0.000000 0.000000 63
13 0.000000 0.000000 0.000000 50
14 0.000000 0.000000 0.000000 56
15 0.000000 0.000000 0.000000 48
16 0.000000 0.000000 0.000000 58
17 0.000000 0.000000 0.000000 55
18 0.000000 0.000000 0.000000 54
19 0.963080 0.968986 0.966024 14187
20 0.886479 0.874465 0.880431 1402
avg / total 0.927337 0.932306 0.929667 16087
Classification report for turbine 21, turbine category 16.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 19
11 0.000000 0.000000 0.000000 29
12 0.028571 0.041667 0.033898 24
13 0.000000 0.000000 0.000000 26
14 0.000000 0.000000 0.000000 32
15 0.000000 0.000000 0.000000 26
16 0.000000 0.000000 0.000000 27
17 0.000000 0.000000 0.000000 34
18 0.032258 0.038462 0.035088 26
19 0.957870 0.973137 0.965443 13364
20 0.951421 0.837097 0.890605 2480
avg / total 0.942501 0.937589 0.939430 16087
Classification report for turbine 21, turbine category 16.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 0
11 0.000000 0.000000 0.000000 0
12 0.000000 0.000000 0.000000 0
13 0.000000 0.000000 0.000000 0
14 0.000000 0.000000 0.000000 0
15 0.000000 0.000000 0.000000 0
16 0.000000 0.000000 0.000000 0
17 0.000000 0.000000 0.000000 0
18 0.000000 0.000000 0.000000 0
19 0.994847 0.976483 0.985579 15223
20 0.913462 0.879630 0.896226 864
avg / total 0.990476 0.971281 0.980780 16087
Classification report for turbine 21, turbine category 16.0
precision recall f1-score support
10 0.100000 0.086957 0.093023 23
11 0.000000 0.000000 0.000000 36
12 0.000000 0.000000 0.000000 36
13 0.000000 0.000000 0.000000 36
14 0.000000 0.000000 0.000000 36
15 0.000000 0.000000 0.000000 36
16 0.000000 0.000000 0.000000 36
17 0.045455 0.027778 0.034483 36
18 0.000000 0.000000 0.000000 36
19 0.973503 0.980395 0.976937 14690
20 0.901408 0.883978 0.892608 1086
avg / total 0.950060 0.955119 0.952567 16087
------------------------------------------------------------------------
Classification report for turbine 21, turbine category 18.0
precision recall f1-score support
10 0.034483 0.058824 0.043478 17
11 0.008621 0.019802 0.012012 101
12 0.004049 0.009709 0.005714 103
13 0.008547 0.019417 0.011869 103
14 0.000000 0.000000 0.000000 116
15 0.000000 0.000000 0.000000 105
16 0.004329 0.009434 0.005935 106
17 0.019108 0.055046 0.028369 109
18 0.000000 0.000000 0.000000 112
19 0.935196 0.861015 0.896574 14498
20 0.569942 0.687587 0.623262 717
avg / total 0.868554 0.807422 0.836259 16087
Classification report for turbine 21, turbine category 18.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 8
11 0.000000 0.000000 0.000000 54
12 0.000000 0.000000 0.000000 46
13 0.000000 0.000000 0.000000 46
14 0.000000 0.000000 0.000000 57
15 0.000000 0.000000 0.000000 55
16 0.000000 0.000000 0.000000 47
17 0.000000 0.000000 0.000000 51
18 0.000000 0.000000 0.000000 67
19 0.962035 0.926132 0.943742 14228
20 0.900300 0.841036 0.869660 1428
avg / total 0.930781 0.893765 0.911881 16087
Classification report for turbine 21, turbine category 18.0
precision recall f1-score support
10 0.008333 0.105263 0.015444 19
11 0.000000 0.000000 0.000000 101
12 0.006289 0.017391 0.009238 115
13 0.008547 0.009091 0.008811 110
14 0.007042 0.008621 0.007752 116
15 0.000000 0.000000 0.000000 111
16 0.016129 0.009434 0.011905 106
17 0.009804 0.009434 0.009615 106
18 0.000000 0.000000 0.000000 87
19 0.883305 0.911509 0.897185 12747
20 0.919414 0.508303 0.654669 2469
avg / total 0.841357 0.800771 0.811730 16087
Classification report for turbine 21, turbine category 18.0
precision recall f1-score support
10 0.250000 0.090909 0.133333 22
11 0.010989 0.008696 0.009709 115
12 0.007042 0.008475 0.007692 118
13 0.022222 0.025210 0.023622 119
14 0.013158 0.009346 0.010929 107
15 0.012121 0.018018 0.014493 111
16 0.000000 0.000000 0.000000 108
17 0.009524 0.008621 0.009050 116
18 0.013889 0.008403 0.010471 119
19 0.938432 0.939020 0.938726 14349
20 0.863184 0.864259 0.863721 803
avg / total 0.881112 0.881457 0.881220 16087
Classification report for turbine 21, turbine category 18.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 7
11 0.000000 0.000000 0.000000 36
12 0.000000 0.000000 0.000000 35
13 0.000000 0.000000 0.000000 36
14 0.000000 0.000000 0.000000 36
15 0.118881 0.944444 0.211180 36
16 0.000000 0.000000 0.000000 36
17 0.000000 0.000000 0.000000 36
18 0.000000 0.000000 0.000000 36
19 0.974760 0.927604 0.950598 14697
20 0.920239 0.842153 0.879466 1096
avg / total 0.953498 0.906943 0.928852 16087
------------------------------------------------------------------------
Classification report for turbine 21, turbine category 19.0
precision recall f1-score support
19 0.994483 0.987220 0.990838 15337
20 0.772622 0.888000 0.826303 750
avg / total 0.984139 0.982595 0.983167 16087
Classification report for turbine 21, turbine category 19.0
precision recall f1-score support
19 0.989270 0.976828 0.983010 14630
20 0.793419 0.893617 0.840542 1457
avg / total 0.971532 0.969292 0.970107 16087
Classification report for turbine 21, turbine category 19.0
precision recall f1-score support
19 0.977545 0.996247 0.986808 13590
20 0.977202 0.875451 0.923532 2497
avg / total 0.977492 0.977497 0.976986 16087
Classification report for turbine 21, turbine category 19.0
precision recall f1-score support
19 0.995858 0.995008 0.995433 15223
20 0.913341 0.927083 0.920161 864
avg / total 0.991426 0.991359 0.991390 16087
Classification report for turbine 21, turbine category 19.0
precision recall f1-score support
19 0.994729 0.995260 0.994994 14979
20 0.935455 0.928700 0.932065 1108
avg / total 0.990646 0.990676 0.990660 16087
------------------------------------------------------------------------
Classification report for turbine 21, turbine category 20.0
precision recall f1-score support
19 0.994273 0.984873 0.989551 15337
20 0.740782 0.884000 0.806079 750
avg / total 0.982455 0.980170 0.980997 16087
Classification report for turbine 21, turbine category 20.0
precision recall f1-score support
19 0.990241 0.991798 0.991019 14630
20 0.916318 0.901853 0.909028 1457
avg / total 0.983546 0.983651 0.983593 16087
Classification report for turbine 21, turbine category 20.0
precision recall f1-score support
19 0.979144 0.994923 0.986970 13590
20 0.969710 0.884662 0.925236 2497
avg / total 0.977680 0.977808 0.977388 16087
Classification report for turbine 21, turbine category 20.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 9
11 0.000000 0.000000 0.000000 25
12 0.000000 0.000000 0.000000 32
13 0.000000 0.000000 0.000000 27
14 0.000000 0.000000 0.000000 32
15 0.000000 0.000000 0.000000 26
16 0.000000 0.000000 0.000000 21
17 0.000000 0.000000 0.000000 26
18 0.000000 0.000000 0.000000 25
19 0.983163 0.995604 0.989345 15015
20 0.905896 0.941107 0.923166 849
avg / total 0.965457 0.978927 0.972138 16087
Classification report for turbine 21, turbine category 20.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 0
11 0.000000 0.000000 0.000000 0
12 0.000000 0.000000 0.000000 0
14 0.000000 0.000000 0.000000 0
15 0.000000 0.000000 0.000000 0
16 0.000000 0.000000 0.000000 0
17 0.000000 0.000000 0.000000 0
18 0.000000 0.000000 0.000000 0
19 0.994522 0.993858 0.994190 14979
20 0.948932 0.922383 0.935469 1108
avg / total 0.991382 0.988935 0.990146 16087
------------------------------------------------------------------------
Classification report for turbine 22, turbine category 2.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 14
11 0.000000 0.000000 0.000000 86
12 0.000000 0.000000 0.000000 90
13 0.000000 0.000000 0.000000 77
14 0.000000 0.000000 0.000000 87
15 0.000000 0.000000 0.000000 92
16 0.000000 0.000000 0.000000 90
17 0.000000 0.000000 0.000000 88
18 0.000000 0.000000 0.000000 94
19 0.951382 0.986204 0.968480 14207
20 0.818707 0.913783 0.863636 1705
avg / total 0.896703 0.936200 0.915917 16630
Classification report for turbine 22, turbine category 2.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 0
11 0.000000 0.000000 0.000000 0
12 0.000000 0.000000 0.000000 0
13 0.000000 0.000000 0.000000 0
14 0.000000 0.000000 0.000000 0
15 0.000000 0.000000 0.000000 0
16 0.000000 0.000000 0.000000 0
17 0.000000 0.000000 0.000000 0
18 0.000000 0.000000 0.000000 0
19 0.988629 0.978977 0.983779 15364
20 0.873786 0.853081 0.863309 1266
avg / total 0.979886 0.969393 0.974608 16630
Classification report for turbine 22, turbine category 2.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 0
11 0.000000 0.000000 0.000000 0
12 0.000000 0.000000 0.000000 0
13 0.000000 0.000000 0.000000 0
14 0.000000 0.000000 0.000000 0
15 0.000000 0.000000 0.000000 0
16 0.000000 0.000000 0.000000 0
17 0.000000 0.000000 0.000000 0
18 0.000000 0.000000 0.000000 0
19 0.988569 0.964063 0.976162 14442
20 0.934872 0.833181 0.881102 2188
avg / total 0.981504 0.946843 0.963655 16630
Classification report for turbine 22, turbine category 2.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 0
11 0.000000 0.000000 0.000000 0
12 0.000000 0.000000 0.000000 0
13 0.000000 0.000000 0.000000 0
14 0.000000 0.000000 0.000000 0
15 0.000000 0.000000 0.000000 0
16 0.000000 0.000000 0.000000 0
17 0.000000 0.000000 0.000000 0
19 0.995620 0.984867 0.990214 15925
20 0.852503 0.893617 0.872576 705
avg / total 0.989553 0.980998 0.985227 16630
Classification report for turbine 22, turbine category 2.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 0
11 0.000000 0.000000 0.000000 0
12 0.000000 0.000000 0.000000 0
13 0.000000 0.000000 0.000000 0
14 0.000000 0.000000 0.000000 0
15 0.000000 0.000000 0.000000 0
16 0.000000 0.000000 0.000000 0
17 0.000000 0.000000 0.000000 0
18 0.000000 0.000000 0.000000 0
19 0.996870 0.983753 0.990268 16188
20 0.811715 0.877828 0.843478 442
avg / total 0.991949 0.980938 0.986367 16630
------------------------------------------------------------------------
Classification report for turbine 22, turbine category 3.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 0
11 0.000000 0.000000 0.000000 0
12 0.000000 0.000000 0.000000 0
13 0.000000 0.000000 0.000000 0
14 0.000000 0.000000 0.000000 0
15 0.000000 0.000000 0.000000 0
16 0.000000 0.000000 0.000000 0
17 0.000000 0.000000 0.000000 0
18 0.000000 0.000000 0.000000 0
19 0.988904 0.952387 0.970302 14786
20 0.804171 0.857375 0.829921 1844
avg / total 0.968421 0.941852 0.954736 16630
Classification report for turbine 22, turbine category 3.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 2
11 0.153846 0.133333 0.142857 30
12 0.000000 0.000000 0.000000 28
13 0.000000 0.000000 0.000000 26
14 0.000000 0.000000 0.000000 28
15 0.000000 0.000000 0.000000 27
16 0.000000 0.000000 0.000000 29
17 0.000000 0.000000 0.000000 29
18 0.000000 0.000000 0.000000 26
19 0.978463 0.984651 0.981547 15180
20 0.864219 0.826122 0.844741 1225
avg / total 0.957087 0.959892 0.958447 16630
Classification report for turbine 22, turbine category 3.0
precision recall f1-score support
11 0.000000 0.000000 0.000000 0
12 0.000000 0.000000 0.000000 0
13 0.000000 0.000000 0.000000 0
14 0.000000 0.000000 0.000000 0
15 0.000000 0.000000 0.000000 0
16 0.000000 0.000000 0.000000 0
17 0.000000 0.000000 0.000000 0
18 0.000000 0.000000 0.000000 0
19 0.989473 0.963232 0.976176 14442
20 0.935903 0.920932 0.928358 2188
avg / total 0.982425 0.957667 0.969885 16630
Classification report for turbine 22, turbine category 3.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 0
12 0.000000 0.000000 0.000000 0
13 0.000000 0.000000 0.000000 0
14 0.000000 0.000000 0.000000 0
15 0.000000 0.000000 0.000000 0
16 0.000000 0.000000 0.000000 0
17 0.000000 0.000000 0.000000 0
18 0.000000 0.000000 0.000000 0
19 0.996434 0.982669 0.989504 15925
20 0.874145 0.906383 0.889972 705
avg / total 0.991250 0.979435 0.985284 16630
Classification report for turbine 22, turbine category 3.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 4
11 0.000000 0.000000 0.000000 36
12 0.000000 0.000000 0.000000 36
13 0.000000 0.000000 0.000000 35
14 0.000000 0.000000 0.000000 36
15 0.000000 0.000000 0.000000 36
16 0.000000 0.000000 0.000000 36
17 0.000000 0.000000 0.000000 35
18 0.000000 0.000000 0.000000 35
19 0.981780 0.979688 0.980733 15951
20 0.683333 0.841026 0.754023 390
avg / total 0.957720 0.959411 0.958373 16630
------------------------------------------------------------------------
Classification report for turbine 22, turbine category 4.0
precision recall f1-score support
19 0.989644 0.982416 0.986017 14786
20 0.866803 0.917570 0.891465 1844
avg / total 0.976023 0.975225 0.975533 16630
Classification report for turbine 22, turbine category 4.0
precision recall f1-score support
19 0.993337 0.989781 0.991556 15364
20 0.881151 0.919431 0.899884 1266
avg / total 0.984797 0.984426 0.984577 16630
Classification report for turbine 22, turbine category 4.0
precision recall f1-score support
19 0.991690 0.991552 0.991621 14442
20 0.944292 0.945155 0.944724 2188
avg / total 0.985454 0.985448 0.985451 16630
Classification report for turbine 22, turbine category 4.0
precision recall f1-score support
19 0.996283 0.992967 0.994622 15925
20 0.852243 0.916312 0.883117 705
avg / total 0.990176 0.989717 0.989895 16630
Classification report for turbine 22, turbine category 4.0
precision recall f1-score support
19 0.996841 0.994255 0.995546 16188
20 0.807851 0.884615 0.844492 442
avg / total 0.991818 0.991341 0.991532 16630
------------------------------------------------------------------------
Classification report for turbine 22, turbine category 5.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 0
11 0.000000 0.000000 0.000000 0
12 0.000000 0.000000 0.000000 0
13 0.000000 0.000000 0.000000 0
14 0.000000 0.000000 0.000000 0
15 0.000000 0.000000 0.000000 0
16 0.000000 0.000000 0.000000 0
17 0.000000 0.000000 0.000000 0
18 0.000000 0.000000 0.000000 0
19 0.986415 0.928108 0.956373 14786
20 0.806948 0.768438 0.787222 1844
avg / total 0.966515 0.910403 0.937617 16630
Classification report for turbine 22, turbine category 5.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 5
11 0.000000 0.000000 0.000000 25
12 0.000000 0.000000 0.000000 25
13 0.000000 0.000000 0.000000 22
14 0.000000 0.000000 0.000000 24
15 0.000000 0.000000 0.000000 30
16 0.000000 0.000000 0.000000 34
17 0.000000 0.000000 0.000000 28
18 0.000000 0.000000 0.000000 30
19 0.975594 0.976560 0.976077 15145
20 0.850633 0.798732 0.823866 1262
avg / total 0.953029 0.949970 0.951437 16630
Classification report for turbine 22, turbine category 5.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 3
11 0.000000 0.000000 0.000000 23
12 0.000000 0.000000 0.000000 31
13 0.000000 0.000000 0.000000 30
14 0.000000 0.000000 0.000000 29
15 0.000000 0.000000 0.000000 32
16 0.000000 0.000000 0.000000 34
17 0.000000 0.000000 0.000000 31
18 0.000000 0.000000 0.000000 34
19 0.974055 0.967812 0.970924 14198
20 0.865112 0.865904 0.865508 2185
avg / total 0.945274 0.940048 0.942653 16630
Classification report for turbine 22, turbine category 5.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 39
11 0.000000 0.000000 0.000000 36
12 0.000000 0.000000 0.000000 36
13 0.000000 0.000000 0.000000 36
14 0.000000 0.000000 0.000000 36
15 0.000000 0.000000 0.000000 36
16 0.000000 0.000000 0.000000 36
17 0.000000 0.000000 0.000000 36
18 0.000000 0.000000 0.000000 36
19 0.976668 0.976856 0.976762 15641
20 0.796902 0.699396 0.744972 662
avg / total 0.950308 0.946603 0.948329 16630
Classification report for turbine 22, turbine category 5.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 0
11 0.000000 0.000000 0.000000 0
12 0.000000 0.000000 0.000000 0
13 0.000000 0.000000 0.000000 0
14 0.000000 0.000000 0.000000 0
15 0.000000 0.000000 0.000000 0
16 0.000000 0.000000 0.000000 0
17 0.000000 0.000000 0.000000 0
18 0.000000 0.000000 0.000000 0
19 0.995201 0.973622 0.984294 16188
20 0.795620 0.739819 0.766706 442
avg / total 0.989897 0.967408 0.978510 16630
------------------------------------------------------------------------
Classification report for turbine 22, turbine category 6.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 126
11 0.000000 0.000000 0.000000 33
12 0.000000 0.000000 0.000000 29
13 0.000000 0.000000 0.000000 29
14 0.000000 0.000000 0.000000 30
15 0.000000 0.000000 0.000000 32
16 0.000000 0.000000 0.000000 28
17 0.000000 0.000000 0.000000 27
18 0.000000 0.000000 0.000000 33
19 0.979410 0.973530 0.976461 14658
20 0.718878 0.877882 0.790463 1605
avg / total 0.932651 0.942814 0.936961 16630
Classification report for turbine 22, turbine category 6.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 17
11 0.000000 0.000000 0.000000 20
12 0.000000 0.000000 0.000000 29
13 0.024390 0.031250 0.027397 32
14 0.000000 0.000000 0.000000 27
15 0.055556 0.035714 0.043478 28
16 0.025000 0.033333 0.028571 30
17 0.000000 0.000000 0.000000 27
18 0.000000 0.000000 0.000000 29
19 0.979577 0.965866 0.972673 15146
20 0.722401 0.541365 0.618916 1245
avg / total 0.946431 0.920385 0.932388 16630
Classification report for turbine 22, turbine category 6.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 0
11 0.000000 0.000000 0.000000 0
12 0.000000 0.000000 0.000000 0
13 0.000000 0.000000 0.000000 0
14 0.000000 0.000000 0.000000 0
15 0.000000 0.000000 0.000000 0
16 0.000000 0.000000 0.000000 0
17 0.000000 0.000000 0.000000 0
18 0.000000 0.000000 0.000000 0
19 0.987899 0.961016 0.974273 14442
20 0.933976 0.885740 0.909219 2188
avg / total 0.980805 0.951112 0.965713 16630
Classification report for turbine 22, turbine category 6.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 6
11 0.000000 0.000000 0.000000 36
12 0.000000 0.000000 0.000000 36
13 0.000000 0.000000 0.000000 36
14 0.000000 0.000000 0.000000 35
15 0.000000 0.000000 0.000000 36
16 0.000000 0.000000 0.000000 35
17 0.038462 0.028571 0.032787 35
18 0.000000 0.000000 0.000000 36
19 0.977342 0.978654 0.977998 15647
20 0.872493 0.880058 0.876259 692
avg / total 0.955958 0.957486 0.956720 16630
Classification report for turbine 22, turbine category 6.0
precision recall f1-score support
10 0.843137 0.511905 0.637037 84
11 0.000000 0.000000 0.000000 72
12 0.000000 0.000000 0.000000 70
13 0.000000 0.000000 0.000000 71
14 0.000000 0.000000 0.000000 72
15 0.032258 0.014085 0.019608 71
16 0.000000 0.000000 0.000000 72
17 0.000000 0.000000 0.000000 70
18 0.000000 0.000000 0.000000 72
19 0.959689 0.971182 0.965401 15615
20 0.700000 0.775623 0.735874 361
avg / total 0.920707 0.931389 0.925754 16630
------------------------------------------------------------------------
Classification report for turbine 22, turbine category 7.0
precision recall f1-score support
19 0.989002 0.979169 0.984061 14786
20 0.845304 0.912690 0.877705 1844
avg / total 0.973068 0.971798 0.972268 16630
Classification report for turbine 22, turbine category 7.0
precision recall f1-score support
19 0.993012 0.989651 0.991329 15364
20 0.879363 0.915482 0.897059 1266
avg / total 0.984360 0.984005 0.984152 16630
Classification report for turbine 22, turbine category 7.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 97
11 0.000000 0.000000 0.000000 84
12 0.000000 0.000000 0.000000 60
13 0.000000 0.000000 0.000000 39
14 0.000000 0.000000 0.000000 33
15 0.000000 0.000000 0.000000 34
16 0.000000 0.000000 0.000000 32
17 0.000000 0.000000 0.000000 33
18 0.000000 0.000000 0.000000 29
19 0.965059 0.993614 0.979128 14093
20 0.912264 0.922710 0.917457 2096
avg / total 0.932813 0.958328 0.945390 16630
Classification report for turbine 22, turbine category 7.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 0
11 0.000000 0.000000 0.000000 0
12 0.000000 0.000000 0.000000 0
13 0.000000 0.000000 0.000000 0
14 0.000000 0.000000 0.000000 0
15 0.000000 0.000000 0.000000 0
16 0.000000 0.000000 0.000000 0
17 0.000000 0.000000 0.000000 0
18 0.000000 0.000000 0.000000 0
19 0.996205 0.989011 0.992595 15925
20 0.880985 0.913475 0.896936 705
avg / total 0.991320 0.985809 0.988540 16630
Classification report for turbine 22, turbine category 7.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 0
11 0.000000 0.000000 0.000000 0
12 0.000000 0.000000 0.000000 0
13 0.000000 0.000000 0.000000 0
14 0.000000 0.000000 0.000000 0
15 0.000000 0.000000 0.000000 0
16 0.000000 0.000000 0.000000 0
17 0.000000 0.000000 0.000000 0
18 0.000000 0.000000 0.000000 0
19 0.996211 0.990734 0.993465 16188
20 0.801688 0.859729 0.829694 442
avg / total 0.991041 0.987252 0.989112 16630
------------------------------------------------------------------------
Classification report for turbine 22, turbine category 8.0
precision recall f1-score support
10 0.547761 0.627350 0.584861 585
11 0.000000 0.000000 0.000000 146
12 0.009804 0.030534 0.014842 131
13 0.003317 0.019802 0.005682 101
14 0.000000 0.000000 0.000000 121
15 0.000000 0.000000 0.000000 120
16 0.000000 0.000000 0.000000 119
17 0.000000 0.000000 0.000000 117
18 0.000000 0.000000 0.000000 99
19 0.935459 0.862984 0.897761 13940
20 0.616609 0.774109 0.686441 1151
avg / total 0.846186 0.799399 0.820778 16630
Classification report for turbine 22, turbine category 8.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 0
11 0.075758 0.322581 0.122699 31
12 0.000000 0.000000 0.000000 27
13 0.000000 0.000000 0.000000 33
14 0.000000 0.000000 0.000000 32
15 0.000000 0.000000 0.000000 25
16 0.000000 0.000000 0.000000 30
17 0.000000 0.000000 0.000000 25
18 0.000000 0.000000 0.000000 26
19 0.978432 0.933838 0.955615 15205
20 0.839893 0.785117 0.811582 1196
avg / total 0.955136 0.910884 0.932326 16630
Classification report for turbine 22, turbine category 8.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 0
11 0.000000 0.000000 0.000000 0
12 0.000000 0.000000 0.000000 0
13 0.000000 0.000000 0.000000 0
14 0.000000 0.000000 0.000000 0
15 0.000000 0.000000 0.000000 0
16 0.000000 0.000000 0.000000 0
17 0.000000 0.000000 0.000000 0
18 0.000000 0.000000 0.000000 0
19 0.987344 0.950699 0.968675 14442
20 0.910979 0.841865 0.875059 2188
avg / total 0.977296 0.936380 0.956358 16630
Classification report for turbine 22, turbine category 8.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 0
11 0.000000 0.000000 0.000000 0
12 0.000000 0.000000 0.000000 0
13 0.000000 0.000000 0.000000 0
14 0.000000 0.000000 0.000000 0
15 0.000000 0.000000 0.000000 0
16 0.000000 0.000000 0.000000 0
17 0.000000 0.000000 0.000000 0
18 0.000000 0.000000 0.000000 0
19 0.994890 0.978022 0.986384 15925
20 0.844094 0.760284 0.800000 705
avg / total 0.988497 0.968791 0.978482 16630
Classification report for turbine 22, turbine category 8.0
precision recall f1-score support
10 0.033898 0.176471 0.056872 34
11 0.000000 0.000000 0.000000 72
12 0.000000 0.000000 0.000000 72
13 0.000000 0.000000 0.000000 72
14 0.000000 0.000000 0.000000 72
15 0.000000 0.000000 0.000000 72
16 0.000000 0.000000 0.000000 72
17 0.000000 0.000000 0.000000 72
18 0.000000 0.000000 0.000000 71
19 0.959267 0.979555 0.969305 15603
20 0.730673 0.700957 0.715507 418
avg / total 0.918462 0.937041 0.927545 16630
------------------------------------------------------------------------
Classification report for turbine 22, turbine category 9.0
precision recall f1-score support
19 0.989420 0.980319 0.984848 14786
20 0.853030 0.915944 0.883368 1844
avg / total 0.974296 0.973181 0.973596 16630
Classification report for turbine 22, turbine category 9.0
precision recall f1-score support
19 0.992695 0.990627 0.991660 15364
20 0.889060 0.911532 0.900156 1266
avg / total 0.984806 0.984606 0.984694 16630
Classification report for turbine 22, turbine category 9.0
precision recall f1-score support
19 0.987870 0.992453 0.990156 14442
20 0.948609 0.919561 0.933859 2188
avg / total 0.982704 0.982862 0.982749 16630
Classification report for turbine 22, turbine category 9.0
precision recall f1-score support
19 0.996415 0.994788 0.995601 15925
20 0.886457 0.919149 0.902507 705
avg / total 0.991753 0.991581 0.991654 16630
Classification report for turbine 22, turbine category 9.0
precision recall f1-score support
19 0.996536 0.995243 0.995889 16188
20 0.833693 0.873303 0.853039 442
avg / total 0.992208 0.992002 0.992093 16630
------------------------------------------------------------------------
Classification report for turbine 22, turbine category 10.0
precision recall f1-score support
10 0.202128 0.219907 0.210643 432
11 0.047016 0.108333 0.065574 240
12 0.000000 0.000000 0.000000 196
13 0.030612 0.049724 0.037895 181
14 0.005076 0.025478 0.008466 157
15 0.023279 0.212963 0.041971 108
16 0.002625 0.008333 0.003992 120
17 0.000000 0.000000 0.000000 115
18 0.000000 0.000000 0.000000 105
19 0.930678 0.734148 0.820813 13752
20 0.586970 0.780229 0.669940 1224
avg / total 0.819297 0.674023 0.735283 16630
Classification report for turbine 22, turbine category 10.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 0
11 0.000000 0.000000 0.000000 0
12 0.000000 0.000000 0.000000 0
13 0.000000 0.000000 0.000000 0
14 0.000000 0.000000 0.000000 0
15 0.000000 0.000000 0.000000 0
16 0.000000 0.000000 0.000000 0
17 0.000000 0.000000 0.000000 0
18 0.000000 0.000000 0.000000 0
19 0.991928 0.919813 0.954510 15364
20 0.818713 0.552923 0.660066 1266
avg / total 0.978742 0.891882 0.932095 16630
Classification report for turbine 22, turbine category 10.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 0
11 0.000000 0.000000 0.000000 0
12 0.000000 0.000000 0.000000 0
13 0.000000 0.000000 0.000000 0
14 0.000000 0.000000 0.000000 0
15 0.000000 0.000000 0.000000 0
16 0.000000 0.000000 0.000000 0
17 0.000000 0.000000 0.000000 0
18 0.000000 0.000000 0.000000 0
19 0.983485 0.915386 0.948214 14442
20 0.814497 0.477605 0.602132 2188
avg / total 0.961251 0.857787 0.902680 16630
Classification report for turbine 22, turbine category 10.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 247
11 0.007812 0.017544 0.010811 57
12 0.029197 0.075472 0.042105 53
13 0.000000 0.000000 0.000000 55
14 0.000000 0.000000 0.000000 46
15 0.000000 0.000000 0.000000 45
16 0.000000 0.000000 0.000000 36
17 0.000000 0.000000 0.000000 20
18 0.000000 0.000000 0.000000 28
19 0.981041 0.957260 0.969004 15676
20 0.399123 0.743869 0.519505 367
avg / total 0.933690 0.919062 0.925052 16630
Classification report for turbine 22, turbine category 10.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 0
11 0.000000 0.000000 0.000000 0
12 0.000000 0.000000 0.000000 0
13 0.000000 0.000000 0.000000 0
14 0.000000 0.000000 0.000000 0
15 0.000000 0.000000 0.000000 0
16 0.000000 0.000000 0.000000 0
17 0.000000 0.000000 0.000000 0
18 0.000000 0.000000 0.000000 0
19 0.994996 0.958055 0.976176 16188
20 0.756164 0.624434 0.684015 442
avg / total 0.988648 0.949188 0.968411 16630
------------------------------------------------------------------------
Classification report for turbine 22, turbine category 11.0
precision recall f1-score support
10 0.064593 0.380282 0.110429 142
11 0.098039 0.125000 0.109890 160
12 0.017857 0.013514 0.015385 148
13 0.061350 0.073529 0.066890 136
14 0.000000 0.000000 0.000000 123
15 0.005000 0.009009 0.006431 111
16 0.000000 0.000000 0.000000 113
17 0.008197 0.008547 0.008368 117
18 0.012658 0.008696 0.010309 115
19 0.938228 0.894597 0.915893 13956
20 0.618443 0.484427 0.543292 1509
avg / total 0.845818 0.800060 0.820779 16630
Classification report for turbine 22, turbine category 11.0
precision recall f1-score support
10 0.310861 0.266026 0.286701 312
11 0.003367 0.002809 0.003063 356
12 0.005155 0.007547 0.006126 265
13 0.000000 0.000000 0.000000 190
14 0.022059 0.023256 0.022642 129
15 0.000000 0.000000 0.000000 112
16 0.008451 0.026786 0.012848 112
17 0.037879 0.042017 0.039841 119
18 0.008403 0.008929 0.008658 112
19 0.890257 0.866609 0.878274 13854
20 0.771150 0.665108 0.714214 1069
avg / total 0.797761 0.770595 0.783724 16630
Classification report for turbine 22, turbine category 11.0
precision recall f1-score support
10 0.087444 0.750000 0.156627 52
11 0.000000 0.000000 0.000000 54
12 0.010101 0.037037 0.015873 54
13 0.007937 0.016129 0.010638 62
14 0.007299 0.053571 0.012848 56
15 0.010870 0.018182 0.013605 55
16 0.000000 0.000000 0.000000 56
17 0.000000 0.000000 0.000000 64
18 0.000000 0.000000 0.000000 57
19 0.942068 0.897035 0.919000 13995
20 0.920586 0.561882 0.697838 2125
avg / total 0.910829 0.829465 0.863225 16630
Classification report for turbine 22, turbine category 11.0
precision recall f1-score support
10 0.168675 0.104478 0.129032 134
11 0.000000 0.000000 0.000000 30
12 0.000000 0.000000 0.000000 30
13 0.000000 0.000000 0.000000 28
14 0.000000 0.000000 0.000000 28
15 0.000000 0.000000 0.000000 24
16 0.000000 0.000000 0.000000 22
17 0.000000 0.000000 0.000000 21
18 0.000000 0.000000 0.000000 27
19 0.979392 0.910335 0.943602 15714
20 0.687196 0.741259 0.713204 572
avg / total 0.950442 0.886530 0.917198 16630
Classification report for turbine 22, turbine category 11.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 4
11 0.007576 0.027778 0.011905 36
12 0.016393 0.057143 0.025478 35
13 0.015038 0.057143 0.023810 35
14 0.022624 0.138889 0.038911 36
15 0.000000 0.000000 0.000000 35
16 0.000000 0.000000 0.000000 36
17 0.000000 0.000000 0.000000 36
18 0.042105 0.111111 0.061069 36
19 0.977154 0.930638 0.953329 15902
20 0.744745 0.564920 0.642487 439
avg / total 0.954260 0.905652 0.928902 16630
------------------------------------------------------------------------
Classification report for turbine 22, turbine category 16.0
precision recall f1-score support
10 0.038462 0.009901 0.015748 101
11 0.021277 0.011905 0.015267 84
12 0.000000 0.000000 0.000000 60
13 0.000000 0.000000 0.000000 58
14 0.000000 0.000000 0.000000 62
15 0.000000 0.000000 0.000000 58
16 0.030303 0.015152 0.020202 66
17 0.000000 0.000000 0.000000 55
18 0.000000 0.000000 0.000000 57
19 0.953718 0.954988 0.954353 14263
20 0.808456 0.898641 0.851167 1766
avg / total 0.904287 0.914672 0.909158 16630
Classification report for turbine 22, turbine category 16.0
precision recall f1-score support
10 0.100000 0.011407 0.020478 263
11 0.050000 0.012195 0.019608 246
12 0.000000 0.000000 0.000000 243
13 0.000000 0.000000 0.000000 234
14 0.000000 0.000000 0.000000 258
15 0.000000 0.000000 0.000000 243
16 0.000000 0.000000 0.000000 247
17 0.000000 0.000000 0.000000 229
18 0.000000 0.000000 0.000000 230
19 0.868083 0.959783 0.911633 13452
20 0.684455 0.898477 0.776997 985
avg / total 0.745054 0.829946 0.784055 16630
Classification report for turbine 22, turbine category 16.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 10
11 0.000000 0.000000 0.000000 24
12 0.000000 0.000000 0.000000 30
13 0.000000 0.000000 0.000000 27
14 0.000000 0.000000 0.000000 29
15 0.000000 0.000000 0.000000 42
16 0.000000 0.000000 0.000000 52
17 0.000000 0.000000 0.000000 50
18 0.000000 0.000000 0.000000 52
19 0.965678 0.923529 0.944133 14136
20 0.939526 0.891644 0.914959 2178
avg / total 0.943903 0.901804 0.922372 16630
Classification report for turbine 22, turbine category 16.0
precision recall f1-score support
10 0.171171 0.441860 0.246753 43
11 0.000000 0.000000 0.000000 68
12 0.000000 0.000000 0.000000 70
13 0.000000 0.000000 0.000000 64
14 0.000000 0.000000 0.000000 69
15 0.000000 0.000000 0.000000 43
16 0.000000 0.000000 0.000000 36
17 0.016393 0.055556 0.025316 36
18 0.000000 0.000000 0.000000 36
19 0.968875 0.938295 0.953340 15493
20 0.811060 0.785714 0.798186 672
avg / total 0.935885 0.907156 0.921106 16630
Classification report for turbine 22, turbine category 16.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 5
11 0.000000 0.000000 0.000000 36
12 0.000000 0.000000 0.000000 36
13 0.000000 0.000000 0.000000 36
14 0.014493 0.028571 0.019231 35
15 0.000000 0.000000 0.000000 35
16 0.000000 0.000000 0.000000 36
17 0.000000 0.000000 0.000000 36
18 0.009804 0.027778 0.014493 36
19 0.979052 0.949374 0.963985 15901
20 0.771930 0.803653 0.787472 438
avg / total 0.956516 0.929044 0.942539 16630
------------------------------------------------------------------------
Classification report for turbine 22, turbine category 18.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 20
11 0.012048 0.008929 0.010256 112
12 0.000000 0.000000 0.000000 101
13 0.017857 0.008403 0.011429 119
14 0.000000 0.000000 0.000000 119
15 0.000000 0.000000 0.000000 106
16 0.000000 0.000000 0.000000 115
17 0.000000 0.000000 0.000000 118
18 0.000000 0.000000 0.000000 115
19 0.937662 0.955075 0.946288 14001
20 0.806419 0.928991 0.863376 1704
avg / total 0.872268 0.899399 0.885309 16630
Classification report for turbine 22, turbine category 18.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 6
11 0.000000 0.000000 0.000000 30
12 0.000000 0.000000 0.000000 29
13 0.000000 0.000000 0.000000 30
14 0.000000 0.000000 0.000000 28
15 0.000000 0.000000 0.000000 30
16 0.000000 0.000000 0.000000 27
17 0.000000 0.000000 0.000000 24
18 0.000000 0.000000 0.000000 27
19 0.976065 0.953438 0.964619 15141
20 0.850351 0.867250 0.858717 1258
avg / total 0.952997 0.933674 0.943208 16630
Classification report for turbine 22, turbine category 18.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 13
11 0.000000 0.000000 0.000000 83
12 0.000000 0.000000 0.000000 86
13 0.000000 0.000000 0.000000 88
14 0.014085 0.011494 0.012658 87
15 0.000000 0.000000 0.000000 80
16 0.000000 0.000000 0.000000 83
17 0.000000 0.000000 0.000000 86
18 0.000000 0.000000 0.000000 90
19 0.944501 0.945868 0.945184 13818
20 0.903347 0.905482 0.904414 2116
avg / total 0.899809 0.901203 0.900504 16630
Classification report for turbine 22, turbine category 18.0
precision recall f1-score support
10 0.066667 0.052632 0.058824 19
11 0.027397 0.023256 0.025157 86
12 0.000000 0.000000 0.000000 89
13 0.000000 0.000000 0.000000 90
14 0.000000 0.000000 0.000000 89
15 0.000000 0.000000 0.000000 82
16 0.000000 0.000000 0.000000 97
17 0.000000 0.000000 0.000000 86
18 0.000000 0.000000 0.000000 98
19 0.952480 0.959558 0.956006 15207
20 0.828338 0.885007 0.855735 687
avg / total 0.905416 0.914191 0.909751 16630
Classification report for turbine 22, turbine category 18.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 0
11 0.000000 0.000000 0.000000 0
12 0.000000 0.000000 0.000000 0
13 0.000000 0.000000 0.000000 0
14 0.000000 0.000000 0.000000 0
15 0.000000 0.000000 0.000000 0
16 0.000000 0.000000 0.000000 0
17 0.000000 0.000000 0.000000 0
18 0.000000 0.000000 0.000000 0
19 0.994754 0.948727 0.971195 16188
20 0.821176 0.789593 0.805075 442
avg / total 0.990140 0.944498 0.966780 16630
------------------------------------------------------------------------
Classification report for turbine 22, turbine category 19.0
precision recall f1-score support
19 0.988814 0.980454 0.984616 14786
20 0.853225 0.911063 0.881196 1844
avg / total 0.973779 0.972760 0.973149 16630
Classification report for turbine 22, turbine category 19.0
precision recall f1-score support
19 0.993145 0.990107 0.991623 15364
20 0.884235 0.917062 0.900349 1266
avg / total 0.984854 0.984546 0.984675 16630
Classification report for turbine 22, turbine category 19.0
precision recall f1-score support
19 0.990055 0.992591 0.991321 14442
20 0.950256 0.934186 0.942153 2188
avg / total 0.984818 0.984907 0.984852 16630
Classification report for turbine 22, turbine category 19.0
precision recall f1-score support
19 0.996855 0.995228 0.996041 15925
20 0.896033 0.929078 0.912256 705
avg / total 0.992581 0.992423 0.992489 16630
Classification report for turbine 22, turbine category 19.0
precision recall f1-score support
19 0.996904 0.994440 0.995670 16188
20 0.813278 0.886878 0.848485 442
avg / total 0.992023 0.991581 0.991758 16630
------------------------------------------------------------------------
Classification report for turbine 22, turbine category 20.0
precision recall f1-score support
19 0.987769 0.977682 0.982699 14786
20 0.834586 0.902928 0.867413 1844
avg / total 0.970784 0.969393 0.969916 16630
Classification report for turbine 22, turbine category 20.0
precision recall f1-score support
19 0.992821 0.990107 0.991462 15364
20 0.883792 0.913112 0.898213 1266
avg / total 0.984521 0.984245 0.984363 16630
Classification report for turbine 22, turbine category 20.0
precision recall f1-score support
19 0.992170 0.991414 0.991792 14442
20 0.943611 0.948355 0.945977 2188
avg / total 0.985781 0.985749 0.985764 16630
Classification report for turbine 22, turbine category 20.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 9
11 0.000000 0.000000 0.000000 28
12 0.000000 0.000000 0.000000 32
13 0.000000 0.000000 0.000000 30
14 0.000000 0.000000 0.000000 29
15 0.000000 0.000000 0.000000 27
16 0.000000 0.000000 0.000000 17
17 0.000000 0.000000 0.000000 17
18 0.000000 0.000000 0.000000 20
19 0.984450 0.994341 0.989370 15726
20 0.861930 0.925180 0.892436 695
avg / total 0.966957 0.978954 0.972885 16630
Classification report for turbine 22, turbine category 20.0
precision recall f1-score support
11 0.000000 0.000000 0.000000 0
12 0.000000 0.000000 0.000000 0
13 0.000000 0.000000 0.000000 0
14 0.000000 0.000000 0.000000 0
15 0.000000 0.000000 0.000000 0
16 0.000000 0.000000 0.000000 0
17 0.000000 0.000000 0.000000 0
18 0.000000 0.000000 0.000000 0
19 0.996899 0.992896 0.994893 16188
20 0.807054 0.880090 0.841991 442
avg / total 0.991853 0.989898 0.990829 16630
------------------------------------------------------------------------
Classification report for turbine 23, turbine category 2.0
precision recall f1-score support
19 0.982042 0.987956 0.984990 14945
20 0.838129 0.775374 0.805532 1202
avg / total 0.971329 0.972131 0.971631 16147
Classification report for turbine 23, turbine category 2.0
precision recall f1-score support
19 0.984636 0.987288 0.985960 11879
20 0.964353 0.957123 0.960724 4268
avg / total 0.979275 0.979315 0.979290 16147
Classification report for turbine 23, turbine category 2.0
precision recall f1-score support
19 0.982822 0.991592 0.987187 13559
20 0.953790 0.909196 0.930959 2588
avg / total 0.978169 0.978386 0.978175 16147
Classification report for turbine 23, turbine category 2.0
precision recall f1-score support
19 0.995970 0.993492 0.994729 15672
20 0.801556 0.867368 0.833165 475
avg / total 0.990251 0.989781 0.989976 16147
Classification report for turbine 23, turbine category 2.0
precision recall f1-score support
19 0.993574 0.992929 0.993251 15415
20 0.853100 0.864754 0.858887 732
avg / total 0.987205 0.987118 0.987160 16147
------------------------------------------------------------------------
Classification report for turbine 23, turbine category 3.0
precision recall f1-score support
19 0.979882 0.987487 0.983670 14945
20 0.827808 0.747920 0.785839 1202
avg / total 0.968561 0.969654 0.968943 16147
Classification report for turbine 23, turbine category 3.0
precision recall f1-score support
19 0.987409 0.990235 0.988820 11879
20 0.972603 0.964855 0.968713 4268
avg / total 0.983495 0.983526 0.983505 16147
Classification report for turbine 23, turbine category 3.0
precision recall f1-score support
19 0.980382 0.991445 0.985882 13559
20 0.952361 0.896059 0.923353 2588
avg / total 0.975891 0.976157 0.975860 16147
Classification report for turbine 23, turbine category 3.0
precision recall f1-score support
19 0.995655 0.994321 0.994988 15672
20 0.820565 0.856842 0.838311 475
avg / total 0.990505 0.990277 0.990379 16147
Classification report for turbine 23, turbine category 3.0
precision recall f1-score support
19 0.993379 0.992734 0.993056 15415
20 0.849057 0.860656 0.854817 732
avg / total 0.986836 0.986747 0.986790 16147
------------------------------------------------------------------------
Classification report for turbine 23, turbine category 4.0
precision recall f1-score support
19 0.983106 0.989026 0.986057 14945
20 0.852518 0.788686 0.819360 1202
avg / total 0.973385 0.974113 0.973648 16147
Classification report for turbine 23, turbine category 4.0
precision recall f1-score support
19 0.985676 0.990572 0.988118 11879
20 0.973390 0.959934 0.966616 4268
avg / total 0.982429 0.982474 0.982434 16147
Classification report for turbine 23, turbine category 4.0
precision recall f1-score support
19 0.981323 0.992035 0.986650 13559
20 0.955738 0.901082 0.927605 2588
avg / total 0.977223 0.977457 0.977187 16147
Classification report for turbine 23, turbine category 4.0
precision recall f1-score support
19 0.995398 0.993811 0.994604 15672
20 0.806000 0.848421 0.826667 475
avg / total 0.989827 0.989534 0.989664 16147
Classification report for turbine 23, turbine category 4.0
precision recall f1-score support
19 0.994285 0.993124 0.993704 15415
20 0.858667 0.879781 0.869096 732
avg / total 0.988137 0.987985 0.988055 16147
------------------------------------------------------------------------
Classification report for turbine 23, turbine category 5.0
precision recall f1-score support
19 0.980113 0.989294 0.984682 14945
20 0.849341 0.750416 0.796820 1202
avg / total 0.970378 0.971512 0.970697 16147
Classification report for turbine 23, turbine category 5.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 80
11 0.000000 0.000000 0.000000 167
12 0.000000 0.000000 0.000000 154
13 0.000000 0.000000 0.000000 166
14 0.000000 0.000000 0.000000 114
15 0.000000 0.000000 0.000000 105
16 0.000000 0.000000 0.000000 116
17 0.000000 0.000000 0.000000 109
18 0.000000 0.000000 0.000000 106
19 0.907952 0.988378 0.946460 10928
20 0.934604 0.968552 0.951275 4102
avg / total 0.851913 0.914969 0.882210 16147
Classification report for turbine 23, turbine category 5.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 223
11 0.000000 0.000000 0.000000 105
12 0.000000 0.000000 0.000000 104
13 0.017544 0.009091 0.011976 110
14 0.000000 0.000000 0.000000 104
15 0.033333 0.009901 0.015267 101
16 0.000000 0.000000 0.000000 105
17 0.000000 0.000000 0.000000 75
18 0.000000 0.000000 0.000000 70
19 0.917249 0.965970 0.940979 12783
20 0.862762 0.852556 0.857629 2367
avg / total 0.852954 0.889825 0.870837 16147
Classification report for turbine 23, turbine category 5.0
precision recall f1-score support
10 0.027027 0.017857 0.021505 112
11 0.000000 0.000000 0.000000 68
12 0.000000 0.000000 0.000000 61
13 0.000000 0.000000 0.000000 65
14 0.000000 0.000000 0.000000 67
15 0.016129 0.029851 0.020942 67
16 0.040000 0.090909 0.055556 66
17 0.000000 0.000000 0.000000 64
18 0.000000 0.000000 0.000000 63
19 0.959789 0.938009 0.948774 15115
20 0.643357 0.691729 0.666667 399
avg / total 0.914762 0.895770 0.905072 16147
Classification report for turbine 23, turbine category 5.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 0
11 0.000000 0.000000 0.000000 0
12 0.000000 0.000000 0.000000 0
13 0.000000 0.000000 0.000000 0
14 0.000000 0.000000 0.000000 0
15 0.000000 0.000000 0.000000 0
16 0.000000 0.000000 0.000000 0
17 0.000000 0.000000 0.000000 0
18 0.000000 0.000000 0.000000 0
19 0.991546 0.943432 0.966890 15415
20 0.844880 0.766393 0.803725 732
avg / total 0.984897 0.935406 0.959494 16147
------------------------------------------------------------------------
Classification report for turbine 23, turbine category 6.0
precision recall f1-score support
19 0.983038 0.988893 0.985957 14945
20 0.850854 0.787854 0.818143 1202
avg / total 0.973198 0.973927 0.973465 16147
Classification report for turbine 23, turbine category 6.0
precision recall f1-score support
19 0.985928 0.990908 0.988412 11879
20 0.974335 0.960637 0.967437 4268
avg / total 0.982864 0.982907 0.982868 16147
Classification report for turbine 23, turbine category 6.0
precision recall f1-score support
19 0.982093 0.991002 0.986528 13559
20 0.950507 0.905332 0.927370 2588
avg / total 0.977031 0.977271 0.977046 16147
Classification report for turbine 23, turbine category 6.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 79
11 0.000000 0.000000 0.000000 46
12 0.000000 0.000000 0.000000 29
13 0.000000 0.000000 0.000000 34
14 0.000000 0.000000 0.000000 25
15 0.000000 0.000000 0.000000 22
16 0.000000 0.000000 0.000000 24
17 0.000000 0.000000 0.000000 24
18 0.000000 0.000000 0.000000 24
19 0.985030 0.993035 0.989016 15505
20 0.517442 0.797015 0.627497 335
avg / total 0.956601 0.970087 0.962712 16147
Classification report for turbine 23, turbine category 6.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 0
11 0.000000 0.000000 0.000000 0
12 0.000000 0.000000 0.000000 0
13 0.000000 0.000000 0.000000 0
14 0.000000 0.000000 0.000000 0
15 0.000000 0.000000 0.000000 0
16 0.000000 0.000000 0.000000 0
17 0.000000 0.000000 0.000000 0
18 0.000000 0.000000 0.000000 0
19 0.994720 0.989945 0.992327 15415
20 0.856192 0.878415 0.867161 732
avg / total 0.988440 0.984889 0.986653 16147
------------------------------------------------------------------------
Classification report for turbine 23, turbine category 7.0
precision recall f1-score support
11 0.000000 0.000000 0.000000 0
12 0.000000 0.000000 0.000000 0
13 0.000000 0.000000 0.000000 0
14 0.000000 0.000000 0.000000 0
15 0.000000 0.000000 0.000000 0
16 0.000000 0.000000 0.000000 0
17 0.000000 0.000000 0.000000 0
18 0.000000 0.000000 0.000000 0
19 0.983741 0.967615 0.975611 14945
20 0.807886 0.801165 0.804511 1202
avg / total 0.970651 0.955224 0.962875 16147
Classification report for turbine 23, turbine category 7.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 0
11 0.000000 0.000000 0.000000 0
12 0.000000 0.000000 0.000000 0
13 0.000000 0.000000 0.000000 0
14 0.000000 0.000000 0.000000 0
15 0.000000 0.000000 0.000000 0
16 0.000000 0.000000 0.000000 0
17 0.000000 0.000000 0.000000 0
18 0.000000 0.000000 0.000000 0
19 0.982563 0.977187 0.979867 11879
20 0.972296 0.863402 0.914619 4268
avg / total 0.979849 0.947111 0.962621 16147
Classification report for turbine 23, turbine category 7.0
precision recall f1-score support
11 0.000000 0.000000 0.000000 0
12 0.000000 0.000000 0.000000 0
13 0.000000 0.000000 0.000000 0
14 0.000000 0.000000 0.000000 0
15 0.000000 0.000000 0.000000 0
16 0.000000 0.000000 0.000000 0
17 0.000000 0.000000 0.000000 0
18 0.000000 0.000000 0.000000 0
19 0.965131 0.985987 0.975448 13559
20 0.945642 0.813369 0.874533 2588
avg / total 0.962008 0.958320 0.959273 16147
Classification report for turbine 23, turbine category 7.0
precision recall f1-score support
12 0.000000 0.000000 0.000000 0
13 0.000000 0.000000 0.000000 0
14 0.000000 0.000000 0.000000 0
15 0.000000 0.000000 0.000000 0
16 0.000000 0.000000 0.000000 0
17 0.000000 0.000000 0.000000 0
18 0.000000 0.000000 0.000000 0
19 0.995254 0.990237 0.992739 15672
20 0.798805 0.844211 0.820880 475
avg / total 0.989475 0.985942 0.987684 16147
Classification report for turbine 23, turbine category 7.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 0
12 0.000000 0.000000 0.000000 0
13 0.000000 0.000000 0.000000 0
14 0.000000 0.000000 0.000000 0
15 0.000000 0.000000 0.000000 0
16 0.000000 0.000000 0.000000 0
17 0.000000 0.000000 0.000000 0
18 0.000000 0.000000 0.000000 0
19 0.994976 0.989296 0.992128 15415
20 0.837388 0.893443 0.864508 732
avg / total 0.987832 0.984951 0.986343 16147
------------------------------------------------------------------------
Classification report for turbine 23, turbine category 8.0
precision recall f1-score support
19 0.982755 0.987621 0.985182 14945
20 0.835993 0.784526 0.809442 1202
avg / total 0.971830 0.972503 0.972100 16147
Classification report for turbine 23, turbine category 8.0
precision recall f1-score support
19 0.985900 0.988888 0.987392 11879
20 0.968809 0.960637 0.964706 4268
avg / total 0.981383 0.981421 0.981395 16147
Classification report for turbine 23, turbine category 8.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 19
11 0.000000 0.000000 0.000000 59
12 0.000000 0.000000 0.000000 45
13 0.000000 0.000000 0.000000 50
14 0.000000 0.000000 0.000000 55
15 0.000000 0.000000 0.000000 47
16 0.000000 0.000000 0.000000 56
17 0.000000 0.000000 0.000000 47
18 0.000000 0.000000 0.000000 55
19 0.950726 0.990720 0.970311 13146
20 0.942402 0.898364 0.919856 2568
avg / total 0.923908 0.949464 0.936267 16147
Classification report for turbine 23, turbine category 8.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 0
11 0.000000 0.000000 0.000000 0
12 0.000000 0.000000 0.000000 0
13 0.000000 0.000000 0.000000 0
14 0.000000 0.000000 0.000000 0
15 0.000000 0.000000 0.000000 0
16 0.000000 0.000000 0.000000 0
17 0.000000 0.000000 0.000000 0
18 0.000000 0.000000 0.000000 0
19 0.995121 0.989025 0.992063 15672
20 0.800000 0.833684 0.816495 475
avg / total 0.989381 0.984455 0.986899 16147
Classification report for turbine 23, turbine category 8.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 11
11 0.058824 0.009346 0.016129 107
12 0.000000 0.000000 0.000000 108
13 0.000000 0.000000 0.000000 108
14 0.000000 0.000000 0.000000 107
15 0.125000 0.009259 0.017241 108
16 0.000000 0.000000 0.000000 108
17 0.000000 0.000000 0.000000 108
18 0.000000 0.000000 0.000000 108
19 0.939633 0.988602 0.963496 14564
20 0.832232 0.887324 0.858896 710
avg / total 0.885335 0.930823 0.907027 16147
------------------------------------------------------------------------
Classification report for turbine 23, turbine category 9.0
precision recall f1-score support
19 0.983283 0.987889 0.985581 14945
20 0.840106 0.791181 0.814910 1202
avg / total 0.972625 0.973246 0.972876 16147
Classification report for turbine 23, turbine category 9.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 104
11 0.000000 0.000000 0.000000 23
12 0.000000 0.000000 0.000000 24
13 0.000000 0.000000 0.000000 21
14 0.000000 0.000000 0.000000 19
15 0.000000 0.000000 0.000000 24
16 0.000000 0.000000 0.000000 26
17 0.000000 0.000000 0.000000 24
18 0.000000 0.000000 0.000000 27
19 0.970923 0.990596 0.980661 11697
20 0.948255 0.960798 0.954486 4158
avg / total 0.947528 0.965009 0.956186 16147
Classification report for turbine 23, turbine category 9.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 0
11 0.000000 0.000000 0.000000 0
12 0.000000 0.000000 0.000000 0
13 0.000000 0.000000 0.000000 0
14 0.000000 0.000000 0.000000 0
15 0.000000 0.000000 0.000000 0
16 0.000000 0.000000 0.000000 0
17 0.000000 0.000000 0.000000 0
18 0.000000 0.000000 0.000000 0
19 0.980435 0.986798 0.983607 13559
20 0.951372 0.884467 0.916700 2588
avg / total 0.975777 0.970397 0.972883 16147
Classification report for turbine 23, turbine category 9.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 0
11 0.000000 0.000000 0.000000 0
12 0.000000 0.000000 0.000000 0
13 0.000000 0.000000 0.000000 0
14 0.000000 0.000000 0.000000 0
15 0.000000 0.000000 0.000000 0
16 0.000000 0.000000 0.000000 0
17 0.000000 0.000000 0.000000 0
18 0.000000 0.000000 0.000000 0
19 0.996401 0.989344 0.992860 15672
20 0.784240 0.880000 0.829365 475
avg / total 0.990160 0.986127 0.988051 16147
Classification report for turbine 23, turbine category 9.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 0
12 0.000000 0.000000 0.000000 0
13 0.000000 0.000000 0.000000 0
14 0.000000 0.000000 0.000000 0
15 0.000000 0.000000 0.000000 0
16 0.000000 0.000000 0.000000 0
17 0.000000 0.000000 0.000000 0
18 0.000000 0.000000 0.000000 0
19 0.993691 0.991177 0.992433 15415
20 0.859482 0.860656 0.860068 732
avg / total 0.987607 0.985260 0.986432 16147
------------------------------------------------------------------------
Classification report for turbine 23, turbine category 10.0
precision recall f1-score support
10 0.572464 0.293680 0.388206 538
11 0.005076 0.008333 0.006309 240
12 0.052632 0.068750 0.059621 160
13 0.009804 0.022388 0.013636 134
14 0.013636 0.025862 0.017857 116
15 0.000000 0.000000 0.000000 91
16 0.015707 0.037037 0.022059 81
17 0.007143 0.034483 0.011834 58
18 0.000000 0.000000 0.000000 52
19 0.928226 0.881207 0.904106 13957
20 0.465753 0.472222 0.468966 720
avg / total 0.843055 0.794017 0.816408 16147
Classification report for turbine 23, turbine category 10.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 5
11 0.000000 0.000000 0.000000 30
12 0.008065 0.029412 0.012658 34
13 0.007246 0.029412 0.011628 34
14 0.011364 0.031250 0.016667 32
15 0.000000 0.000000 0.000000 22
16 0.000000 0.000000 0.000000 26
17 0.000000 0.000000 0.000000 25
18 0.000000 0.000000 0.000000 25
19 0.950026 0.936652 0.943292 11650
20 0.957872 0.527908 0.680677 4264
avg / total 0.938444 0.815384 0.860415 16147
Classification report for turbine 23, turbine category 10.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 4
11 0.000000 0.000000 0.000000 24
12 0.000000 0.000000 0.000000 22
13 0.000000 0.000000 0.000000 26
14 0.000000 0.000000 0.000000 30
15 0.000000 0.000000 0.000000 26
16 0.000000 0.000000 0.000000 30
17 0.000000 0.000000 0.000000 27
18 0.003289 0.047619 0.006154 21
19 0.965223 0.914483 0.939168 13354
20 0.927846 0.672087 0.779524 2583
avg / total 0.946695 0.863876 0.901424 16147
Classification report for turbine 23, turbine category 10.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 4
11 0.000000 0.000000 0.000000 36
12 0.000000 0.000000 0.000000 33
13 0.000000 0.000000 0.000000 36
14 0.000000 0.000000 0.000000 34
15 0.000000 0.000000 0.000000 36
16 0.000000 0.000000 0.000000 36
17 0.000000 0.000000 0.000000 36
18 0.000000 0.000000 0.000000 36
19 0.978796 0.953306 0.965883 15398
20 0.756381 0.705628 0.730123 462
avg / total 0.955035 0.929275 0.941969 16147
Classification report for turbine 23, turbine category 10.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 0
11 0.000000 0.000000 0.000000 0
12 0.000000 0.000000 0.000000 0
13 0.000000 0.000000 0.000000 0
14 0.000000 0.000000 0.000000 0
15 0.000000 0.000000 0.000000 0
16 0.000000 0.000000 0.000000 0
17 0.000000 0.000000 0.000000 0
18 0.000000 0.000000 0.000000 0
19 0.993402 0.947454 0.969884 15415
20 0.824588 0.751366 0.786276 732
avg / total 0.985749 0.938564 0.961561 16147
------------------------------------------------------------------------
Classification report for turbine 23, turbine category 11.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 171
11 0.000000 0.000000 0.000000 32
12 0.000000 0.000000 0.000000 25
13 0.000000 0.000000 0.000000 25
14 0.000000 0.000000 0.000000 22
15 0.000000 0.000000 0.000000 28
16 0.000000 0.000000 0.000000 31
17 0.000000 0.000000 0.000000 25
18 0.000000 0.000000 0.000000 26
19 0.966640 0.973925 0.970269 14727
20 0.700993 0.545894 0.613797 1035
avg / total 0.926564 0.923267 0.924285 16147
Classification report for turbine 23, turbine category 11.0
precision recall f1-score support
10 0.945155 0.469005 0.626920 3307
11 0.000000 0.000000 0.000000 25
12 0.000000 0.000000 0.000000 20
13 0.000000 0.000000 0.000000 30
14 0.000000 0.000000 0.000000 25
15 0.003135 0.041667 0.005831 24
16 0.000000 0.000000 0.000000 22
17 0.000000 0.000000 0.000000 27
18 0.000000 0.000000 0.000000 27
19 0.944094 0.907672 0.925525 11535
20 0.373407 0.795475 0.508239 1105
avg / total 0.893568 0.798972 0.824357 16147
Classification report for turbine 23, turbine category 11.0
precision recall f1-score support
10 0.006196 0.113636 0.011751 44
11 0.000000 0.000000 0.000000 25
12 0.000000 0.000000 0.000000 22
13 0.000000 0.000000 0.000000 23
14 0.000000 0.000000 0.000000 22
15 0.000000 0.000000 0.000000 31
16 0.000000 0.000000 0.000000 17
17 0.000000 0.000000 0.000000 21
18 0.071429 0.043478 0.054054 23
19 0.962613 0.952897 0.957731 13375
20 0.883365 0.544811 0.673961 2544
avg / total 0.936654 0.875519 0.899608 16147
Classification report for turbine 23, turbine category 11.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 0
11 0.000000 0.000000 0.000000 0
12 0.000000 0.000000 0.000000 0
13 0.000000 0.000000 0.000000 0
14 0.000000 0.000000 0.000000 0
15 0.000000 0.000000 0.000000 0
16 0.000000 0.000000 0.000000 0
17 0.000000 0.000000 0.000000 0
18 0.000000 0.000000 0.000000 0
19 0.992799 0.967713 0.980096 15672
20 0.749373 0.629474 0.684211 475
avg / total 0.985638 0.957763 0.971392 16147
Classification report for turbine 23, turbine category 11.0
precision recall f1-score support
10 0.142857 0.086758 0.107955 219
11 0.000000 0.000000 0.000000 287
12 0.034483 0.006969 0.011594 287
13 0.000000 0.000000 0.000000 286
14 0.000000 0.000000 0.000000 287
15 0.000000 0.000000 0.000000 286
16 0.000000 0.000000 0.000000 287
17 0.055556 0.003472 0.006536 288
18 0.000000 0.000000 0.000000 287
19 0.847914 0.973945 0.906570 13126
20 0.508741 0.573964 0.539388 507
avg / total 0.708790 0.811110 0.755680 16147
------------------------------------------------------------------------
Classification report for turbine 23, turbine category 16.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 0
12 0.000000 0.000000 0.000000 0
13 0.000000 0.000000 0.000000 0
14 0.000000 0.000000 0.000000 0
15 0.000000 0.000000 0.000000 0
16 0.000000 0.000000 0.000000 0
17 0.000000 0.000000 0.000000 0
18 0.000000 0.000000 0.000000 0
19 0.982058 0.981532 0.981795 14945
20 0.823165 0.774542 0.798114 1202
avg / total 0.970230 0.966124 0.968122 16147
Classification report for turbine 23, turbine category 16.0
precision recall f1-score support
10 0.020000 0.016129 0.017857 62
11 0.000000 0.000000 0.000000 102
12 0.043478 0.027778 0.033898 108
13 0.000000 0.000000 0.000000 91
14 0.000000 0.000000 0.000000 99
15 0.000000 0.000000 0.000000 99
16 0.000000 0.000000 0.000000 101
17 0.000000 0.000000 0.000000 113
18 0.000000 0.000000 0.000000 111
19 0.917259 0.979404 0.947313 11070
20 0.958273 0.947984 0.953101 4191
avg / total 0.877941 0.917756 0.897131 16147
Classification report for turbine 23, turbine category 16.0
precision recall f1-score support
11 0.000000 0.000000 0.000000 0
12 0.000000 0.000000 0.000000 0
13 0.000000 0.000000 0.000000 0
14 0.000000 0.000000 0.000000 0
15 0.000000 0.000000 0.000000 0
16 0.000000 0.000000 0.000000 0
17 0.000000 0.000000 0.000000 0
18 0.000000 0.000000 0.000000 0
19 0.975260 0.968139 0.971687 13559
20 0.948967 0.869397 0.907441 2588
avg / total 0.971046 0.952313 0.961389 16147
Classification report for turbine 23, turbine category 16.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 4
11 0.066667 0.027778 0.039216 36
12 0.000000 0.000000 0.000000 36
13 0.035714 0.027778 0.031250 36
14 0.000000 0.000000 0.000000 36
15 0.000000 0.000000 0.000000 36
16 0.000000 0.000000 0.000000 36
17 0.000000 0.000000 0.000000 34
18 0.000000 0.000000 0.000000 36
19 0.975483 0.977448 0.976465 15387
20 0.794760 0.774468 0.784483 470
avg / total 0.952931 0.954109 0.953497 16147
Classification report for turbine 23, turbine category 16.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 0
11 0.000000 0.000000 0.000000 0
12 0.000000 0.000000 0.000000 0
13 0.000000 0.000000 0.000000 0
14 0.000000 0.000000 0.000000 0
15 0.000000 0.000000 0.000000 0
16 0.000000 0.000000 0.000000 0
17 0.000000 0.000000 0.000000 0
18 0.000000 0.000000 0.000000 0
19 0.991109 0.976257 0.983627 15415
20 0.848703 0.804645 0.826087 732
avg / total 0.984653 0.968477 0.976485 16147
------------------------------------------------------------------------
Classification report for turbine 23, turbine category 18.0
precision recall f1-score support
10 0.122807 0.333333 0.179487 21
11 0.026578 0.067227 0.038095 119
12 0.037037 0.045045 0.040650 111
13 0.000000 0.000000 0.000000 115
14 0.000000 0.000000 0.000000 113
15 0.000000 0.000000 0.000000 118
16 0.000000 0.000000 0.000000 106
17 0.000000 0.000000 0.000000 110
18 0.000000 0.000000 0.000000 119
19 0.922374 0.894013 0.907972 14115
20 0.641125 0.600909 0.620366 1100
avg / total 0.850585 0.823682 0.836765 16147
Classification report for turbine 23, turbine category 18.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 7
11 0.000000 0.000000 0.000000 29
12 0.010101 0.032258 0.015385 31
13 0.000000 0.000000 0.000000 23
14 0.000000 0.000000 0.000000 25
15 0.000000 0.000000 0.000000 19
16 0.000000 0.000000 0.000000 26
17 0.000000 0.000000 0.000000 26
18 0.000000 0.000000 0.000000 25
19 0.965864 0.945425 0.955535 11672
20 0.962323 0.874531 0.916329 4264
avg / total 0.952327 0.914411 0.932725 16147
Classification report for turbine 23, turbine category 18.0
precision recall f1-score support
10 0.055556 0.062500 0.058824 16
11 0.011364 0.011236 0.011299 89
12 0.011905 0.025974 0.016327 77
13 0.000000 0.000000 0.000000 84
14 0.000000 0.000000 0.000000 80
15 0.000000 0.000000 0.000000 73
16 0.000000 0.000000 0.000000 72
17 0.000000 0.000000 0.000000 78
18 0.000000 0.000000 0.000000 81
19 0.937925 0.927125 0.932494 12940
20 0.941126 0.850215 0.893363 2557
avg / total 0.900850 0.877872 0.888958 16147
Classification report for turbine 23, turbine category 18.0
precision recall f1-score support
10 0.125000 0.055556 0.076923 18
11 0.000000 0.000000 0.000000 102
12 0.000000 0.000000 0.000000 95
13 0.000000 0.000000 0.000000 98
14 0.000000 0.000000 0.000000 93
15 0.000000 0.000000 0.000000 97
16 0.000000 0.000000 0.000000 101
17 0.013514 0.009615 0.011236 104
18 0.018519 0.009804 0.012821 102
19 0.945168 0.954686 0.949903 14896
20 0.736383 0.766440 0.751111 441
avg / total 0.892396 0.901839 0.897062 16147
Classification report for turbine 23, turbine category 18.0
precision recall f1-score support
10 0.050000 0.071429 0.058824 14
11 0.000000 0.000000 0.000000 71
12 0.027397 0.028169 0.027778 71
13 0.000000 0.000000 0.000000 72
14 0.000000 0.000000 0.000000 72
15 0.000000 0.000000 0.000000 71
16 0.000000 0.000000 0.000000 71
17 0.000000 0.000000 0.000000 72
18 0.009804 0.013889 0.011494 72
19 0.957000 0.941806 0.949342 14864
20 0.821530 0.832138 0.826800 697
avg / total 0.916629 0.903140 0.909824 16147
------------------------------------------------------------------------
Classification report for turbine 23, turbine category 19.0
precision recall f1-score support
19 0.983610 0.987822 0.985711 14945
20 0.840070 0.795341 0.817094 1202
avg / total 0.972925 0.973494 0.973159 16147
Classification report for turbine 23, turbine category 19.0
precision recall f1-score support
19 0.986751 0.990572 0.988657 11879
20 0.973472 0.962980 0.968198 4268
avg / total 0.983241 0.983279 0.983249 16147
Classification report for turbine 23, turbine category 19.0
precision recall f1-score support
19 0.981096 0.991371 0.986207 13559
20 0.952167 0.899923 0.925308 2588
avg / total 0.976460 0.976714 0.976446 16147
Classification report for turbine 23, turbine category 19.0
precision recall f1-score support
19 0.995394 0.992790 0.994090 15672
20 0.781008 0.848421 0.813320 475
avg / total 0.989087 0.988543 0.988772 16147
Classification report for turbine 23, turbine category 19.0
precision recall f1-score support
19 0.994086 0.992215 0.993150 15415
20 0.842313 0.875683 0.858674 732
avg / total 0.987205 0.986933 0.987053 16147
------------------------------------------------------------------------
Classification report for turbine 23, turbine category 20.0
precision recall f1-score support
19 0.983322 0.990231 0.986764 14945
20 0.866910 0.791181 0.827316 1202
avg / total 0.974656 0.975413 0.974895 16147
Classification report for turbine 23, turbine category 20.0
precision recall f1-score support
19 0.986089 0.990572 0.988325 11879
20 0.973422 0.961106 0.967225 4268
avg / total 0.982741 0.982783 0.982748 16147
Classification report for turbine 23, turbine category 20.0
precision recall f1-score support
19 0.981245 0.991666 0.986428 13559
20 0.953764 0.900696 0.926471 2588
avg / total 0.976840 0.977086 0.976818 16147
Classification report for turbine 23, turbine category 20.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 10
11 0.000000 0.000000 0.000000 29
12 0.000000 0.000000 0.000000 21
13 0.000000 0.000000 0.000000 26
14 0.000000 0.000000 0.000000 24
15 0.000000 0.000000 0.000000 27
16 0.000000 0.000000 0.000000 30
17 0.000000 0.000000 0.000000 33
18 0.000000 0.000000 0.000000 28
19 0.981751 0.991977 0.986837 15456
20 0.745283 0.853132 0.795569 463
avg / total 0.961108 0.973989 0.967419 16147
Classification report for turbine 23, turbine category 20.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 0
12 0.000000 0.000000 0.000000 0
13 0.000000 0.000000 0.000000 0
14 0.000000 0.000000 0.000000 0
15 0.000000 0.000000 0.000000 0
16 0.000000 0.000000 0.000000 0
19 0.993625 0.990918 0.992270 15415
20 0.850806 0.864754 0.857724 732
avg / total 0.987151 0.985198 0.986170 16147
------------------------------------------------------------------------
Classification report for turbine 24, turbine category 2.0
precision recall f1-score support
19 0.974814 0.993598 0.984116 16244
20 0.892673 0.674727 0.768547 1282
avg / total 0.968806 0.970273 0.968348 17526
Classification report for turbine 24, turbine category 2.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 22
11 0.000000 0.000000 0.000000 28
12 0.000000 0.000000 0.000000 33
13 0.000000 0.000000 0.000000 30
14 0.000000 0.000000 0.000000 30
15 0.000000 0.000000 0.000000 32
16 0.000000 0.000000 0.000000 32
17 0.000000 0.000000 0.000000 34
18 0.000000 0.000000 0.000000 34
19 0.940326 0.993008 0.965949 11727
20 0.955659 0.889573 0.921433 5524
avg / total 0.930404 0.944825 0.936761 17526
Classification report for turbine 24, turbine category 2.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 0
11 0.000000 0.000000 0.000000 0
12 0.000000 0.000000 0.000000 0
13 0.000000 0.000000 0.000000 0
14 0.000000 0.000000 0.000000 0
15 0.000000 0.000000 0.000000 0
19 0.920296 0.938105 0.929115 7545
20 0.983215 0.933173 0.957541 9981
avg / total 0.956129 0.935296 0.945304 17526
Classification report for turbine 24, turbine category 2.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 0
11 0.000000 0.000000 0.000000 0
12 0.000000 0.000000 0.000000 0
13 0.000000 0.000000 0.000000 0
14 0.000000 0.000000 0.000000 0
15 0.000000 0.000000 0.000000 0
16 0.000000 0.000000 0.000000 0
19 0.994546 0.982707 0.988591 16885
20 0.862559 0.851794 0.857143 641
avg / total 0.989718 0.977919 0.983783 17526
Classification report for turbine 24, turbine category 2.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 0
11 0.000000 0.000000 0.000000 0
12 0.000000 0.000000 0.000000 0
13 0.000000 0.000000 0.000000 0
14 0.000000 0.000000 0.000000 0
15 0.000000 0.000000 0.000000 0
17 0.000000 0.000000 0.000000 0
18 0.000000 0.000000 0.000000 0
19 0.996810 0.989767 0.993276 16418
20 0.930912 0.948556 0.939651 1108
avg / total 0.992644 0.987162 0.989886 17526
------------------------------------------------------------------------
Classification report for turbine 24, turbine category 3.0
precision recall f1-score support
19 0.975508 0.980793 0.978143 16244
20 0.738693 0.687988 0.712439 1282
avg / total 0.958186 0.959375 0.958708 17526
Classification report for turbine 24, turbine category 3.0
precision recall f1-score support
19 0.951840 0.991052 0.971050 11846
20 0.979584 0.895423 0.935614 5680
avg / total 0.960832 0.960059 0.959566 17526
Classification report for turbine 24, turbine category 3.0
precision recall f1-score support
19 0.911054 0.989662 0.948733 7545
20 0.991640 0.926961 0.958210 9981
avg / total 0.956947 0.953954 0.954130 17526
Classification report for turbine 24, turbine category 3.0
precision recall f1-score support
19 0.995020 0.993900 0.994459 16885
20 0.843939 0.868955 0.856264 641
avg / total 0.989494 0.989330 0.989405 17526
Classification report for turbine 24, turbine category 3.0
precision recall f1-score support
19 0.995543 0.993117 0.994329 16418
20 0.901568 0.934116 0.917553 1108
avg / total 0.989602 0.989387 0.989475 17526
------------------------------------------------------------------------
Classification report for turbine 24, turbine category 4.0
precision recall f1-score support
19 0.973903 0.980978 0.977427 16244
20 0.734536 0.666927 0.699101 1282
avg / total 0.956394 0.958005 0.957068 17526
Classification report for turbine 24, turbine category 4.0
precision recall f1-score support
19 0.941761 0.992402 0.966419 11846
20 0.982153 0.872007 0.923809 5680
avg / total 0.954852 0.953384 0.952609 17526
Classification report for turbine 24, turbine category 4.0
precision recall f1-score support
19 0.935516 0.992180 0.963015 7545
20 0.993805 0.948302 0.970520 9981
avg / total 0.968712 0.967192 0.967289 17526
Classification report for turbine 24, turbine category 4.0
precision recall f1-score support
19 0.995374 0.993900 0.994636 16885
20 0.845345 0.878315 0.861515 641
avg / total 0.989886 0.989672 0.989767 17526
Classification report for turbine 24, turbine category 4.0
precision recall f1-score support
19 0.995224 0.989950 0.992580 16418
20 0.861925 0.929603 0.894485 1108
avg / total 0.986797 0.986135 0.986378 17526
------------------------------------------------------------------------
Classification report for turbine 24, turbine category 5.0
precision recall f1-score support
10 0.250000 0.030120 0.053763 166
11 0.000000 0.000000 0.000000 168
12 0.000000 0.000000 0.000000 151
13 0.000000 0.000000 0.000000 145
14 0.000000 0.000000 0.000000 157
15 0.000000 0.000000 0.000000 153
16 0.014493 0.006757 0.009217 148
17 0.000000 0.000000 0.000000 144
18 0.500000 0.006803 0.013423 147
19 0.898971 0.981430 0.938393 15132
20 0.676471 0.521182 0.588759 1015
avg / total 0.822035 0.877953 0.845008 17526
Classification report for turbine 24, turbine category 5.0
precision recall f1-score support
10 0.641026 0.016202 0.031606 4629
11 0.000000 0.000000 0.000000 194
12 0.000000 0.000000 0.000000 188
13 0.000000 0.000000 0.000000 174
14 0.000000 0.000000 0.000000 180
15 0.000000 0.000000 0.000000 181
16 0.000000 0.000000 0.000000 180
17 0.000000 0.000000 0.000000 171
18 0.000000 0.000000 0.000000 188
19 0.777861 0.966938 0.862154 9709
20 0.311928 0.905889 0.464064 1732
avg / total 0.631052 0.629465 0.531822 17526
Classification report for turbine 24, turbine category 5.0
precision recall f1-score support
10 0.991021 0.530844 0.691359 13098
11 0.000000 0.000000 0.000000 52
12 0.000000 0.000000 0.000000 57
13 0.000000 0.000000 0.000000 54
14 0.000000 0.000000 0.000000 30
15 0.000000 0.000000 0.000000 30
16 0.047619 0.035714 0.040816 28
17 0.000000 0.000000 0.000000 34
18 0.000000 0.000000 0.000000 27
19 0.581543 0.952888 0.722281 3948
20 0.041374 0.666667 0.077913 168
avg / total 0.872110 0.617825 0.680202 17526
Classification report for turbine 24, turbine category 5.0
precision recall f1-score support
10 0.010917 0.057471 0.018349 87
11 0.000000 0.000000 0.000000 179
12 0.000000 0.000000 0.000000 135
13 0.000000 0.000000 0.000000 142
14 0.000000 0.000000 0.000000 139
15 0.000000 0.000000 0.000000 138
16 0.000000 0.000000 0.000000 143
17 0.000000 0.000000 0.000000 144
18 0.014815 0.015152 0.014981 132
19 0.932366 0.941634 0.936977 15694
20 0.679707 0.468803 0.554890 593
avg / total 0.858069 0.859466 0.858013 17526
Classification report for turbine 24, turbine category 5.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 0
11 0.000000 0.000000 0.000000 0
12 0.000000 0.000000 0.000000 0
13 0.000000 0.000000 0.000000 0
14 0.000000 0.000000 0.000000 0
15 0.000000 0.000000 0.000000 0
16 0.000000 0.000000 0.000000 0
17 0.000000 0.000000 0.000000 0
18 0.000000 0.000000 0.000000 0
19 0.993792 0.945852 0.969230 16418
20 0.901454 0.503610 0.646207 1108
avg / total 0.987955 0.917893 0.948808 17526
------------------------------------------------------------------------
Classification report for turbine 24, turbine category 6.0
precision recall f1-score support
11 0.000000 0.000000 0.000000 0
12 0.000000 0.000000 0.000000 0
13 0.000000 0.000000 0.000000 0
14 0.000000 0.000000 0.000000 0
18 0.000000 0.000000 0.000000 0
19 0.965415 0.979500 0.972406 16244
20 0.744612 0.539002 0.625339 1282
avg / total 0.949263 0.947278 0.947019 17526
Classification report for turbine 24, turbine category 6.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 26
11 0.032258 0.016949 0.022222 59
12 0.000000 0.000000 0.000000 62
13 0.000000 0.000000 0.000000 54
14 0.000000 0.000000 0.000000 61
15 0.000000 0.000000 0.000000 57
16 0.000000 0.000000 0.000000 61
17 0.000000 0.000000 0.000000 61
18 0.000000 0.000000 0.000000 50
19 0.937432 0.983717 0.960017 11423
20 0.962989 0.746436 0.840996 5612
avg / total 0.919462 0.880235 0.895085 17526
Classification report for turbine 24, turbine category 6.0
precision recall f1-score support
12 0.000000 0.000000 0.000000 0
13 0.000000 0.000000 0.000000 0
14 0.000000 0.000000 0.000000 0
15 0.000000 0.000000 0.000000 0
16 0.000000 0.000000 0.000000 0
18 0.000000 0.000000 0.000000 0
19 0.938288 0.947117 0.942682 7545
20 0.991349 0.952911 0.971750 9981
avg / total 0.968506 0.950417 0.959236 17526
Classification report for turbine 24, turbine category 6.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 65
11 0.000000 0.000000 0.000000 23
12 0.000000 0.000000 0.000000 31
13 0.000000 0.000000 0.000000 30
14 0.000000 0.000000 0.000000 29
15 0.000000 0.000000 0.000000 33
16 0.000000 0.000000 0.000000 30
17 0.000000 0.000000 0.000000 31
18 0.000000 0.000000 0.000000 26
19 0.978397 0.974048 0.976218 16646
20 0.726248 0.774914 0.749792 582
avg / total 0.953388 0.950873 0.952100 17526
Classification report for turbine 24, turbine category 6.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 13
11 0.000000 0.000000 0.000000 72
12 0.000000 0.000000 0.000000 72
13 0.000000 0.000000 0.000000 71
14 0.000000 0.000000 0.000000 68
15 0.000000 0.000000 0.000000 72
16 0.000000 0.000000 0.000000 72
17 0.000000 0.000000 0.000000 72
18 0.000000 0.000000 0.000000 72
19 0.959983 0.979336 0.969563 15873
20 0.896289 0.881197 0.888679 1069
avg / total 0.924109 0.940717 0.932322 17526
------------------------------------------------------------------------
Classification report for turbine 24, turbine category 7.0
precision recall f1-score support
19 0.972121 0.983132 0.977595 16244
20 0.750455 0.642746 0.692437 1282
avg / total 0.955906 0.958233 0.956737 17526
Classification report for turbine 24, turbine category 7.0
precision recall f1-score support
19 0.948273 0.991980 0.969634 11846
20 0.981496 0.887148 0.931940 5680
avg / total 0.959040 0.958005 0.957418 17526
Classification report for turbine 24, turbine category 7.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 95
11 0.000000 0.000000 0.000000 151
12 0.000000 0.000000 0.000000 145
13 0.000000 0.000000 0.000000 140
14 0.000000 0.000000 0.000000 137
15 0.000000 0.000000 0.000000 127
16 0.000000 0.000000 0.000000 114
17 0.000000 0.000000 0.000000 110
18 0.000000 0.000000 0.000000 124
19 0.780730 0.988629 0.872466 6508
20 0.980829 0.922228 0.950626 9875
avg / total 0.842559 0.886740 0.859605 17526
Classification report for turbine 24, turbine category 7.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 10
11 0.017544 0.031250 0.022472 32
12 0.000000 0.000000 0.000000 26
13 0.000000 0.000000 0.000000 27
14 0.000000 0.000000 0.000000 32
15 0.000000 0.000000 0.000000 30
16 0.000000 0.000000 0.000000 35
17 0.000000 0.000000 0.000000 32
18 0.000000 0.000000 0.000000 30
19 0.982272 0.970662 0.976433 16668
20 0.791541 0.867550 0.827804 604
avg / total 0.961495 0.953098 0.957200 17526
Classification report for turbine 24, turbine category 7.0
precision recall f1-score support
10 0.060606 0.200000 0.093023 10
11 0.000000 0.000000 0.000000 36
12 0.000000 0.000000 0.000000 36
13 0.000000 0.000000 0.000000 36
14 0.000000 0.000000 0.000000 35
15 0.047619 0.027778 0.035088 36
16 0.000000 0.000000 0.000000 36
17 0.000000 0.000000 0.000000 35
18 0.000000 0.000000 0.000000 30
19 0.979781 0.980266 0.980024 16165
20 0.890639 0.897292 0.893953 1071
avg / total 0.958254 0.959146 0.958673 17526
------------------------------------------------------------------------
Classification report for turbine 24, turbine category 8.0
precision recall f1-score support
10 0.568862 0.310458 0.401691 306
11 0.000000 0.000000 0.000000 52
12 0.060870 0.118644 0.080460 59
13 0.000000 0.000000 0.000000 62
14 0.000000 0.000000 0.000000 66
15 0.000000 0.000000 0.000000 49
16 0.000000 0.000000 0.000000 31
17 0.000000 0.000000 0.000000 31
18 0.000000 0.000000 0.000000 32
19 0.933012 0.969726 0.951015 15756
20 0.772021 0.413124 0.538230 1082
avg / total 0.896583 0.903115 0.895482 17526
Classification report for turbine 24, turbine category 8.0
precision recall f1-score support
10 0.012121 0.010101 0.011019 792
11 0.066667 0.021053 0.032000 95
12 0.000000 0.000000 0.000000 89
13 0.000000 0.000000 0.000000 95
14 0.000000 0.000000 0.000000 96
15 0.000000 0.000000 0.000000 92
16 0.015152 0.010309 0.012270 97
17 0.000000 0.000000 0.000000 99
18 0.000000 0.000000 0.000000 94
19 0.926636 0.959157 0.942616 11483
20 0.789264 0.791722 0.790491 4494
avg / total 0.810505 0.832078 0.821037 17526
Classification report for turbine 24, turbine category 8.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 0
11 0.000000 0.000000 0.000000 0
12 0.000000 0.000000 0.000000 0
13 0.000000 0.000000 0.000000 0
14 0.000000 0.000000 0.000000 0
15 0.000000 0.000000 0.000000 0
16 0.000000 0.000000 0.000000 0
17 0.000000 0.000000 0.000000 0
18 0.000000 0.000000 0.000000 0
19 0.917940 0.923658 0.920790 7545
20 0.984119 0.807134 0.886883 9981
avg / total 0.955629 0.857298 0.901480 17526
Classification report for turbine 24, turbine category 8.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 37
11 0.000000 0.000000 0.000000 98
12 0.000000 0.000000 0.000000 98
13 0.011236 0.010870 0.011050 92
14 0.016129 0.010000 0.012346 100
15 0.000000 0.000000 0.000000 92
16 0.050000 0.020408 0.028986 98
17 0.000000 0.000000 0.000000 95
18 0.000000 0.000000 0.000000 95
19 0.949406 0.959812 0.954580 16149
20 0.736041 0.760490 0.748065 572
avg / total 0.899265 0.909449 0.904285 17526
Classification report for turbine 24, turbine category 8.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 515
11 0.006757 0.001783 0.002821 561
12 0.062937 0.016854 0.026588 534
13 0.015873 0.005597 0.008276 536
14 0.000000 0.000000 0.000000 496
15 0.016667 0.002008 0.003584 498
16 0.027523 0.005988 0.009836 501
17 0.236842 0.035785 0.062176 503
18 0.046875 0.005976 0.010601 502
19 0.746842 0.951399 0.836801 12366
20 0.430524 0.735409 0.543103 514
avg / total 0.551603 0.695025 0.609983 17526
------------------------------------------------------------------------
Classification report for turbine 24, turbine category 9.0
precision recall f1-score support
19 0.968976 0.982517 0.975699 16244
20 0.730806 0.601404 0.659820 1282
avg / total 0.951554 0.954639 0.952593 17526
Classification report for turbine 24, turbine category 9.0
precision recall f1-score support
19 0.949879 0.993500 0.971200 11846
20 0.985008 0.890669 0.935466 5680
avg / total 0.961264 0.960173 0.959619 17526
Classification report for turbine 24, turbine category 9.0
precision recall f1-score support
19 0.918485 0.993108 0.954340 7545
20 0.994449 0.933373 0.962944 9981
avg / total 0.961746 0.959089 0.959240 17526
Classification report for turbine 24, turbine category 9.0
precision recall f1-score support
19 0.994551 0.994551 0.994551 16885
20 0.856474 0.856474 0.856474 641
avg / total 0.989501 0.989501 0.989501 17526
Classification report for turbine 24, turbine category 9.0
precision recall f1-score support
19 0.996090 0.993178 0.994632 16418
20 0.903114 0.942238 0.922261 1108
avg / total 0.990212 0.989958 0.990057 17526
------------------------------------------------------------------------
Classification report for turbine 24, turbine category 10.0
precision recall f1-score support
10 0.200351 0.469136 0.280788 243
11 0.000000 0.000000 0.000000 149
12 0.000000 0.000000 0.000000 146
13 0.012097 0.020270 0.015152 148
14 0.031915 0.019868 0.024490 151
15 0.000000 0.000000 0.000000 155
16 0.008547 0.012903 0.010283 155
17 0.015464 0.018987 0.017045 158
18 0.004274 0.006993 0.005305 143
19 0.884019 0.882716 0.883367 14921
20 0.667808 0.337079 0.448018 1157
avg / total 0.800113 0.780954 0.786163 17526
Classification report for turbine 24, turbine category 10.0
precision recall f1-score support
10 0.001390 0.120000 0.002747 25
11 0.000000 0.000000 0.000000 97
12 0.000000 0.000000 0.000000 97
13 0.000000 0.000000 0.000000 96
14 0.000000 0.000000 0.000000 95
15 0.000000 0.000000 0.000000 97
16 0.020690 0.032609 0.025316 92
17 0.000000 0.000000 0.000000 96
18 0.013245 0.024390 0.017167 82
19 0.876235 0.884282 0.880240 11433
20 0.908612 0.454477 0.605893 5316
avg / total 0.847381 0.715166 0.758218 17526
Classification report for turbine 24, turbine category 10.0
precision recall f1-score support
10 0.029981 0.227941 0.052991 136
11 0.000000 0.000000 0.000000 78
12 0.020833 0.040000 0.027397 100
13 0.000000 0.000000 0.000000 95
14 0.037037 0.023810 0.028986 84
15 0.114286 0.047059 0.066667 85
16 0.042553 0.021053 0.028169 95
17 0.000000 0.000000 0.000000 95
18 0.000000 0.000000 0.000000 66
19 0.862036 0.883298 0.872537 7095
20 0.952249 0.820777 0.881639 9597
avg / total 0.871728 0.809483 0.837183 17526
Classification report for turbine 24, turbine category 10.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 26
11 0.000000 0.000000 0.000000 31
12 0.000000 0.000000 0.000000 29
13 0.000000 0.000000 0.000000 28
14 0.000000 0.000000 0.000000 28
15 0.000000 0.000000 0.000000 35
16 0.000000 0.000000 0.000000 27
17 0.000000 0.000000 0.000000 33
18 0.013158 0.055556 0.021277 36
19 0.975753 0.900559 0.936649 16623
20 0.744954 0.644444 0.691064 630
avg / total 0.952284 0.877439 0.913275 17526
Classification report for turbine 24, turbine category 10.0
precision recall f1-score support
10 0.024691 0.129032 0.041451 31
11 0.000000 0.000000 0.000000 74
12 0.000000 0.000000 0.000000 72
13 0.000000 0.000000 0.000000 72
14 0.000000 0.000000 0.000000 72
15 0.000000 0.000000 0.000000 72
16 0.000000 0.000000 0.000000 72
17 0.000000 0.000000 0.000000 70
18 0.000000 0.000000 0.000000 72
19 0.969584 0.930998 0.949899 15956
20 0.813627 0.843198 0.828149 963
avg / total 0.927478 0.894157 0.910384 17526
------------------------------------------------------------------------
Classification report for turbine 24, turbine category 11.0
precision recall f1-score support
10 0.166667 0.006702 0.012887 746
11 0.000000 0.000000 0.000000 333
12 0.010753 0.005291 0.007092 189
13 0.000000 0.000000 0.000000 181
14 0.000000 0.000000 0.000000 180
15 0.000000 0.000000 0.000000 174
16 0.000000 0.000000 0.000000 183
17 0.000000 0.000000 0.000000 174
18 0.000000 0.000000 0.000000 169
19 0.868575 0.943542 0.904508 14471
20 0.371689 0.560606 0.447007 726
avg / total 0.739779 0.802636 0.765983 17526
Classification report for turbine 24, turbine category 11.0
precision recall f1-score support
10 0.052593 0.213018 0.084359 338
11 0.000000 0.000000 0.000000 64
12 0.222222 0.466667 0.301075 60
13 0.041667 0.063492 0.050314 63
14 0.036145 0.050847 0.042254 59
15 0.022222 0.015625 0.018349 64
16 0.000000 0.000000 0.000000 58
17 0.000000 0.000000 0.000000 61
18 0.000000 0.000000 0.000000 58
19 0.857535 0.928634 0.891669 11434
20 0.906152 0.548130 0.683071 5267
avg / total 0.833907 0.776732 0.790055 17526
Classification report for turbine 24, turbine category 11.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 0
11 0.000000 0.000000 0.000000 0
12 0.000000 0.000000 0.000000 0
13 0.000000 0.000000 0.000000 0
14 0.000000 0.000000 0.000000 0
15 0.000000 0.000000 0.000000 0
16 0.000000 0.000000 0.000000 0
17 0.000000 0.000000 0.000000 0
18 0.000000 0.000000 0.000000 0
19 0.872269 0.894235 0.883115 7545
20 0.993006 0.739705 0.847841 9981
avg / total 0.941028 0.806231 0.863027 17526
Classification report for turbine 24, turbine category 11.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 0
11 0.000000 0.000000 0.000000 0
12 0.000000 0.000000 0.000000 0
13 0.000000 0.000000 0.000000 0
14 0.000000 0.000000 0.000000 0
15 0.000000 0.000000 0.000000 0
16 0.000000 0.000000 0.000000 0
17 0.000000 0.000000 0.000000 0
18 0.000000 0.000000 0.000000 0
19 0.992603 0.937755 0.964400 16885
20 0.799611 0.641186 0.711688 641
avg / total 0.985544 0.926909 0.955157 17526
Classification report for turbine 24, turbine category 11.0
precision recall f1-score support
10 0.436620 0.488189 0.460967 127
11 0.276190 0.268519 0.272300 108
12 0.000000 0.000000 0.000000 107
13 0.000000 0.000000 0.000000 106
14 0.000000 0.000000 0.000000 104
15 0.018519 0.009524 0.012579 105
16 0.175000 0.132075 0.150538 106
17 0.000000 0.000000 0.000000 107
18 0.000000 0.000000 0.000000 108
19 0.945830 0.976355 0.960850 15648
20 0.809133 0.767778 0.787913 900
avg / total 0.892066 0.917209 0.904356 17526
------------------------------------------------------------------------
Classification report for turbine 24, turbine category 16.0
precision recall f1-score support
10 0.231579 0.166667 0.193833 132
11 0.010753 0.005405 0.007194 185
12 0.000000 0.000000 0.000000 173
13 0.000000 0.000000 0.000000 157
14 0.000000 0.000000 0.000000 149
15 0.000000 0.000000 0.000000 140
16 0.008403 0.006803 0.007519 147
17 0.000000 0.000000 0.000000 143
18 0.035928 0.042553 0.038961 141
19 0.885838 0.929044 0.906927 14967
20 0.751309 0.481544 0.586912 1192
avg / total 0.809812 0.827856 0.816335 17526
Classification report for turbine 24, turbine category 16.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 92
11 0.000000 0.000000 0.000000 90
12 0.000000 0.000000 0.000000 83
13 0.000000 0.000000 0.000000 86
14 0.011494 0.011494 0.011494 87
15 0.000000 0.000000 0.000000 100
16 0.000000 0.000000 0.000000 84
17 0.000000 0.000000 0.000000 95
18 0.000000 0.000000 0.000000 96
19 0.872597 0.957631 0.913139 11093
20 0.980802 0.818149 0.892123 5620
avg / total 0.866874 0.868538 0.864098 17526
Classification report for turbine 24, turbine category 16.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 0
11 0.000000 0.000000 0.000000 0
12 0.000000 0.000000 0.000000 0
13 0.000000 0.000000 0.000000 0
14 0.000000 0.000000 0.000000 0
15 0.000000 0.000000 0.000000 0
16 0.000000 0.000000 0.000000 0
17 0.000000 0.000000 0.000000 0
18 0.000000 0.000000 0.000000 0
19 0.935874 0.882041 0.908160 7545
20 0.990285 0.949805 0.969623 9981
avg / total 0.966861 0.920632 0.943163 17526
Classification report for turbine 24, turbine category 16.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 98
11 0.044444 0.056075 0.049587 107
12 0.004348 0.012195 0.006410 82
13 0.000000 0.000000 0.000000 72
14 0.027523 0.041667 0.033149 72
15 0.000000 0.000000 0.000000 72
16 0.000000 0.000000 0.000000 71
17 0.000000 0.000000 0.000000 72
18 0.000000 0.000000 0.000000 71
19 0.958004 0.938157 0.947977 16267
20 0.672205 0.821033 0.739203 542
avg / total 0.910378 0.896725 0.903207 17526
Classification report for turbine 24, turbine category 16.0
precision recall f1-score support
10 0.057692 0.019108 0.028708 157
11 0.007407 0.009259 0.008230 108
12 0.000000 0.000000 0.000000 107
13 0.000000 0.000000 0.000000 107
14 0.000000 0.000000 0.000000 107
15 0.000000 0.000000 0.000000 108
16 0.010989 0.010309 0.010638 97
17 0.027027 0.027778 0.027397 108
18 0.020408 0.018692 0.019512 107
19 0.940109 0.943861 0.941981 15533
20 0.841556 0.898683 0.869182 987
avg / total 0.881511 0.887710 0.884466 17526
------------------------------------------------------------------------
Classification report for turbine 24, turbine category 18.0
precision recall f1-score support
10 0.102564 0.111111 0.106667 36
11 0.006897 0.004587 0.005510 218
12 0.000000 0.000000 0.000000 202
13 0.042373 0.023474 0.030211 213
14 0.000000 0.000000 0.000000 218
15 0.000000 0.000000 0.000000 217
16 0.040650 0.045455 0.042918 220
17 0.000000 0.000000 0.000000 195
18 0.000000 0.000000 0.000000 186
19 0.877133 0.939658 0.907319 14716
20 0.723705 0.417195 0.529277 1105
avg / total 0.783450 0.816444 0.796410 17526
Classification report for turbine 24, turbine category 18.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 10
11 0.016129 0.016667 0.016393 60
12 0.046512 0.035088 0.040000 57
13 0.029126 0.049180 0.036585 61
14 0.082192 0.093750 0.087591 64
15 0.000000 0.000000 0.000000 67
16 0.000000 0.000000 0.000000 67
17 0.000000 0.000000 0.000000 67
18 0.000000 0.000000 0.000000 63
19 0.943018 0.945067 0.944042 11505
20 0.945273 0.875386 0.908988 5505
avg / total 0.916570 0.896040 0.905870 17526
Classification report for turbine 24, turbine category 18.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 0
11 0.000000 0.000000 0.000000 0
12 0.000000 0.000000 0.000000 0
13 0.000000 0.000000 0.000000 0
14 0.000000 0.000000 0.000000 0
15 0.000000 0.000000 0.000000 0
16 0.000000 0.000000 0.000000 0
17 0.000000 0.000000 0.000000 0
18 0.000000 0.000000 0.000000 0
19 0.788149 0.913188 0.846074 7545
20 0.991768 0.808737 0.890949 9981
avg / total 0.904109 0.853703 0.871630 17526
Classification report for turbine 24, turbine category 18.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 6
11 0.000000 0.000000 0.000000 36
12 0.000000 0.000000 0.000000 33
13 0.000000 0.000000 0.000000 33
14 0.000000 0.000000 0.000000 33
15 0.000000 0.000000 0.000000 35
16 0.000000 0.000000 0.000000 32
17 0.011364 0.034483 0.017094 29
18 0.000000 0.000000 0.000000 28
19 0.977656 0.947603 0.962395 16623
20 0.818803 0.750784 0.783320 638
avg / total 0.957110 0.926167 0.941353 17526
Classification report for turbine 24, turbine category 18.0
precision recall f1-score support
10 0.166667 0.105263 0.129032 19
11 0.013158 0.009346 0.010929 107
12 0.017857 0.009346 0.012270 107
13 0.042857 0.030928 0.035928 97
14 0.000000 0.000000 0.000000 107
15 0.000000 0.000000 0.000000 103
16 0.000000 0.000000 0.000000 103
17 0.000000 0.000000 0.000000 107
18 0.000000 0.000000 0.000000 106
19 0.948112 0.964656 0.956312 15646
20 0.814745 0.841797 0.828050 1024
avg / total 0.894620 0.910761 0.902591 17526
------------------------------------------------------------------------
Classification report for turbine 24, turbine category 19.0
precision recall f1-score support
19 0.973887 0.994152 0.983915 16244
20 0.899364 0.662246 0.762803 1282
avg / total 0.968436 0.969873 0.967741 17526
Classification report for turbine 24, turbine category 19.0
precision recall f1-score support
19 0.948913 0.990967 0.969484 11846
20 0.979243 0.888732 0.931795 5680
avg / total 0.958743 0.957834 0.957270 17526
Classification report for turbine 24, turbine category 19.0
precision recall f1-score support
19 0.907169 0.989529 0.946561 7545
20 0.991502 0.923455 0.956269 9981
avg / total 0.955196 0.951900 0.952090 17526
Classification report for turbine 24, turbine category 19.0
precision recall f1-score support
19 0.994846 0.994551 0.994699 16885
20 0.857585 0.864275 0.860917 641
avg / total 0.989826 0.989787 0.989806 17526
Classification report for turbine 24, turbine category 19.0
precision recall f1-score support
19 0.995240 0.993361 0.994300 16418
20 0.904302 0.929603 0.916778 1108
avg / total 0.989491 0.989330 0.989399 17526
------------------------------------------------------------------------
Classification report for turbine 24, turbine category 20.0
precision recall f1-score support
19 0.973349 0.993782 0.983460 16244
20 0.892667 0.655226 0.755735 1282
avg / total 0.967448 0.969017 0.966802 17526
Classification report for turbine 24, turbine category 20.0
precision recall f1-score support
19 0.949111 0.991896 0.970032 11846
20 0.981345 0.889085 0.932939 5680
avg / total 0.959558 0.958576 0.958011 17526
Classification report for turbine 24, turbine category 20.0
precision recall f1-score support
19 0.900193 0.990987 0.943411 7545
20 0.992625 0.916942 0.953284 9981
avg / total 0.952832 0.948819 0.949033 17526
Classification report for turbine 24, turbine category 20.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 16
11 0.000000 0.000000 0.000000 35
12 0.000000 0.000000 0.000000 32
13 0.000000 0.000000 0.000000 27
14 0.000000 0.000000 0.000000 22
15 0.000000 0.000000 0.000000 30
16 0.000000 0.000000 0.000000 26
17 0.000000 0.000000 0.000000 31
18 0.000000 0.000000 0.000000 27
19 0.981916 0.994416 0.988126 16654
20 0.834848 0.880192 0.856921 626
avg / total 0.962881 0.976378 0.969570 17526
Classification report for turbine 24, turbine category 20.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 0
11 0.000000 0.000000 0.000000 0
14 0.000000 0.000000 0.000000 0
15 0.000000 0.000000 0.000000 0
16 0.000000 0.000000 0.000000 0
17 0.000000 0.000000 0.000000 0
18 0.000000 0.000000 0.000000 0
19 0.994761 0.994518 0.994639 16418
20 0.951311 0.916968 0.933824 1108
avg / total 0.992014 0.989615 0.990795 17526
------------------------------------------------------------------------
Classification report for turbine 25, turbine category 2.0
precision recall f1-score support
19 0.990741 0.989588 0.990164 16327
20 0.795673 0.814268 0.804863 813
avg / total 0.981488 0.981272 0.981375 17140
Classification report for turbine 25, turbine category 2.0
precision recall f1-score support
19 0.992982 0.991540 0.992260 15839
20 0.898792 0.914681 0.906667 1301
avg / total 0.985832 0.985706 0.985763 17140
Classification report for turbine 25, turbine category 2.0
precision recall f1-score support
19 0.973028 0.995458 0.984115 14750
20 0.967317 0.829707 0.893243 2390
avg / total 0.972232 0.972345 0.971444 17140
Classification report for turbine 25, turbine category 2.0
precision recall f1-score support
19 0.988617 0.992250 0.990430 14967
20 0.945231 0.921307 0.933116 2173
avg / total 0.983116 0.983256 0.983164 17140
Classification report for turbine 25, turbine category 2.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 40
11 0.000000 0.000000 0.000000 36
12 0.000000 0.000000 0.000000 35
13 0.000000 0.000000 0.000000 36
14 0.000000 0.000000 0.000000 36
15 0.000000 0.000000 0.000000 36
16 0.000000 0.000000 0.000000 36
17 0.000000 0.000000 0.000000 31
18 0.000000 0.000000 0.000000 35
19 0.978836 0.993372 0.986050 15690
20 0.846343 0.912312 0.878090 1129
avg / total 0.951777 0.969428 0.960472 17140
------------------------------------------------------------------------
Classification report for turbine 25, turbine category 3.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 0
11 0.000000 0.000000 0.000000 0
12 0.000000 0.000000 0.000000 0
13 0.000000 0.000000 0.000000 0
14 0.000000 0.000000 0.000000 0
15 0.000000 0.000000 0.000000 0
16 0.000000 0.000000 0.000000 0
17 0.000000 0.000000 0.000000 0
18 0.000000 0.000000 0.000000 0
19 0.988298 0.972500 0.980335 16327
20 0.705347 0.762608 0.732861 813
avg / total 0.974877 0.962544 0.968597 17140
Classification report for turbine 25, turbine category 3.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 6
11 0.000000 0.000000 0.000000 63
12 0.000000 0.000000 0.000000 64
13 0.000000 0.000000 0.000000 62
14 0.000000 0.000000 0.000000 65
15 0.000000 0.000000 0.000000 61
16 0.000000 0.000000 0.000000 61
17 0.000000 0.000000 0.000000 57
18 0.000000 0.000000 0.000000 60
19 0.977921 0.976663 0.977292 15555
20 0.652029 0.902394 0.757049 1086
avg / total 0.928802 0.943524 0.934885 17140
Classification report for turbine 25, turbine category 3.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 0
11 0.000000 0.000000 0.000000 0
12 0.000000 0.000000 0.000000 0
13 0.000000 0.000000 0.000000 0
14 0.000000 0.000000 0.000000 0
15 0.000000 0.000000 0.000000 0
16 0.000000 0.000000 0.000000 0
17 0.000000 0.000000 0.000000 0
18 0.000000 0.000000 0.000000 0
19 0.972447 0.961898 0.967144 14750
20 0.924324 0.787029 0.850169 2390
avg / total 0.965737 0.937515 0.950833 17140
Classification report for turbine 25, turbine category 3.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 521
11 0.000000 0.000000 0.000000 214
12 0.000000 0.000000 0.000000 179
13 0.000000 0.000000 0.000000 180
14 0.000000 0.000000 0.000000 166
15 0.000000 0.000000 0.000000 105
16 0.000000 0.000000 0.000000 78
17 0.000000 0.000000 0.000000 71
18 0.000000 0.000000 0.000000 71
19 0.933369 0.979972 0.956103 14180
20 0.565005 0.840727 0.675826 1375
avg / total 0.817506 0.878180 0.845204 17140
Classification report for turbine 25, turbine category 3.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 0
11 0.000000 0.000000 0.000000 0
12 0.000000 0.000000 0.000000 0
13 0.000000 0.000000 0.000000 0
14 0.000000 0.000000 0.000000 0
15 0.000000 0.000000 0.000000 0
16 0.000000 0.000000 0.000000 0
17 0.000000 0.000000 0.000000 0
18 0.000000 0.000000 0.000000 0
19 0.993294 0.976026 0.984584 15934
20 0.907753 0.766998 0.831461 1206
avg / total 0.987275 0.961319 0.973810 17140
------------------------------------------------------------------------
Classification report for turbine 25, turbine category 4.0
precision recall f1-score support
19 0.991534 0.989894 0.990713 16327
20 0.803571 0.830258 0.816697 813
avg / total 0.982618 0.982322 0.982459 17140
Classification report for turbine 25, turbine category 4.0
precision recall f1-score support
19 0.993168 0.991287 0.992227 15839
20 0.896319 0.916987 0.906535 1301
avg / total 0.985817 0.985648 0.985723 17140
Classification report for turbine 25, turbine category 4.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 14
11 0.000000 0.000000 0.000000 28
12 0.000000 0.000000 0.000000 30
13 0.000000 0.000000 0.000000 29
14 0.000000 0.000000 0.000000 32
15 0.000000 0.000000 0.000000 31
16 0.000000 0.000000 0.000000 27
17 0.000000 0.000000 0.000000 28
18 0.000000 0.000000 0.000000 28
19 0.957645 0.993800 0.975387 14515
20 0.950409 0.830109 0.886195 2378
avg / total 0.942840 0.956768 0.948957 17140
Classification report for turbine 25, turbine category 4.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 9
11 0.000000 0.000000 0.000000 36
12 0.000000 0.000000 0.000000 36
13 0.000000 0.000000 0.000000 36
14 0.000000 0.000000 0.000000 36
15 0.000000 0.000000 0.000000 35
16 0.000000 0.000000 0.000000 36
17 0.000000 0.000000 0.000000 36
18 0.000000 0.000000 0.000000 36
19 0.968424 0.992168 0.980152 14683
20 0.945219 0.910227 0.927393 2161
avg / total 0.948774 0.964702 0.956573 17140
Classification report for turbine 25, turbine category 4.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 0
11 0.000000 0.000000 0.000000 0
12 0.000000 0.000000 0.000000 0
13 0.000000 0.000000 0.000000 0
14 0.000000 0.000000 0.000000 0
15 0.000000 0.000000 0.000000 0
16 0.000000 0.000000 0.000000 0
17 0.000000 0.000000 0.000000 0
18 0.000000 0.000000 0.000000 0
19 0.993932 0.976591 0.985185 15934
20 0.913007 0.913765 0.913386 1206
avg / total 0.988238 0.972170 0.980133 17140
------------------------------------------------------------------------
Classification report for turbine 25, turbine category 5.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 0
11 0.000000 0.000000 0.000000 0
12 0.000000 0.000000 0.000000 0
13 0.000000 0.000000 0.000000 0
14 0.000000 0.000000 0.000000 0
15 0.000000 0.000000 0.000000 0
16 0.000000 0.000000 0.000000 0
17 0.000000 0.000000 0.000000 0
18 0.000000 0.000000 0.000000 0
19 0.990542 0.968580 0.979438 16327
20 0.791768 0.804428 0.798048 813
avg / total 0.981113 0.960793 0.970834 17140
Classification report for turbine 25, turbine category 5.0
precision recall f1-score support
10 0.090909 0.010870 0.019417 92
11 0.000000 0.000000 0.000000 96
12 0.000000 0.000000 0.000000 85
13 0.022222 0.010101 0.013889 99
14 0.000000 0.000000 0.000000 89
15 0.000000 0.000000 0.000000 85
16 0.000000 0.000000 0.000000 89
17 0.000000 0.000000 0.000000 89
18 0.000000 0.000000 0.000000 87
19 0.958347 0.977932 0.968040 15316
20 0.711905 0.885489 0.789265 1013
avg / total 0.899053 0.926313 0.911855 17140
Classification report for turbine 25, turbine category 5.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 0
11 0.000000 0.000000 0.000000 0
12 0.000000 0.000000 0.000000 0
13 0.000000 0.000000 0.000000 0
14 0.000000 0.000000 0.000000 0
15 0.000000 0.000000 0.000000 0
16 0.000000 0.000000 0.000000 0
17 0.000000 0.000000 0.000000 0
18 0.000000 0.000000 0.000000 0
19 0.960072 0.973220 0.966602 14750
20 0.952508 0.746862 0.837242 2390
avg / total 0.959017 0.941657 0.948564 17140
Classification report for turbine 25, turbine category 5.0
precision recall f1-score support
10 0.058824 0.131579 0.081301 38
11 0.000000 0.000000 0.000000 36
12 0.000000 0.000000 0.000000 36
13 0.000000 0.000000 0.000000 36
14 0.000000 0.000000 0.000000 36
15 0.000000 0.000000 0.000000 36
16 0.000000 0.000000 0.000000 36
17 0.000000 0.000000 0.000000 36
18 0.000000 0.000000 0.000000 36
19 0.967772 0.975749 0.971745 14680
20 0.924349 0.864574 0.893462 2134
avg / total 0.944090 0.943641 0.943696 17140
Classification report for turbine 25, turbine category 5.0
precision recall f1-score support
10 0.012739 0.025316 0.016949 79
11 0.000000 0.000000 0.000000 81
12 0.000000 0.000000 0.000000 61
13 0.000000 0.000000 0.000000 71
14 0.000000 0.000000 0.000000 72
15 0.038462 0.013889 0.020408 72
16 0.000000 0.000000 0.000000 72
17 0.000000 0.000000 0.000000 71
18 0.000000 0.000000 0.000000 72
19 0.962731 0.976567 0.969600 15448
20 0.748134 0.770413 0.759110 1041
avg / total 0.913352 0.927130 0.920153 17140
------------------------------------------------------------------------
Classification report for turbine 25, turbine category 6.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 0
11 0.000000 0.000000 0.000000 0
12 0.000000 0.000000 0.000000 0
13 0.000000 0.000000 0.000000 0
14 0.000000 0.000000 0.000000 0
15 0.000000 0.000000 0.000000 0
16 0.000000 0.000000 0.000000 0
17 0.000000 0.000000 0.000000 0
18 0.000000 0.000000 0.000000 0
19 0.989601 0.973357 0.981412 16327
20 0.761322 0.765068 0.763190 813
avg / total 0.978773 0.963477 0.971061 17140
Classification report for turbine 25, turbine category 6.0
precision recall f1-score support
11 0.000000 0.000000 0.000000 0
12 0.000000 0.000000 0.000000 0
13 0.000000 0.000000 0.000000 0
14 0.000000 0.000000 0.000000 0
15 0.000000 0.000000 0.000000 0
16 0.000000 0.000000 0.000000 0
17 0.000000 0.000000 0.000000 0
18 0.000000 0.000000 0.000000 0
19 0.990680 0.986552 0.988612 15839
20 0.898585 0.878555 0.888457 1301
avg / total 0.983690 0.978355 0.981010 17140
Classification report for turbine 25, turbine category 6.0
precision recall f1-score support
11 0.000000 0.000000 0.000000 0
12 0.000000 0.000000 0.000000 0
13 0.000000 0.000000 0.000000 0
16 0.000000 0.000000 0.000000 0
17 0.000000 0.000000 0.000000 0
18 0.000000 0.000000 0.000000 0
19 0.959953 0.991322 0.975385 14750
20 0.953425 0.728033 0.825623 2390
avg / total 0.959042 0.954609 0.954502 17140
Classification report for turbine 25, turbine category 6.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 47
11 0.000000 0.000000 0.000000 56
12 0.000000 0.000000 0.000000 53
13 0.000000 0.000000 0.000000 64
14 0.000000 0.000000 0.000000 48
15 0.000000 0.000000 0.000000 56
16 0.000000 0.000000 0.000000 57
17 0.000000 0.000000 0.000000 55
18 0.000000 0.000000 0.000000 61
19 0.959706 0.990635 0.974925 14522
20 0.933940 0.919849 0.926841 2121
avg / total 0.928690 0.953151 0.940706 17140
Classification report for turbine 25, turbine category 6.0
precision recall f1-score support
11 0.000000 0.000000 0.000000 0
12 0.000000 0.000000 0.000000 0
13 0.000000 0.000000 0.000000 0
14 0.000000 0.000000 0.000000 0
15 0.000000 0.000000 0.000000 0
16 0.000000 0.000000 0.000000 0
17 0.000000 0.000000 0.000000 0
18 0.000000 0.000000 0.000000 0
19 0.993491 0.986695 0.990082 15934
20 0.883965 0.909619 0.896608 1206
avg / total 0.985785 0.981272 0.983505 17140
------------------------------------------------------------------------
Classification report for turbine 25, turbine category 7.0
precision recall f1-score support
19 0.990519 0.991793 0.991155 16327
20 0.830808 0.809348 0.819938 813
avg / total 0.982943 0.983139 0.983034 17140
Classification report for turbine 25, turbine category 7.0
precision recall f1-score support
19 0.992546 0.992045 0.992296 15839
20 0.903743 0.909301 0.906513 1301
avg / total 0.985806 0.985764 0.985784 17140
Classification report for turbine 25, turbine category 7.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 159
11 0.000000 0.000000 0.000000 59
12 0.000000 0.000000 0.000000 60
13 0.000000 0.000000 0.000000 52
14 0.000000 0.000000 0.000000 26
15 0.000000 0.000000 0.000000 22
16 0.000000 0.000000 0.000000 30
17 0.000000 0.000000 0.000000 24
18 0.000000 0.000000 0.000000 27
19 0.960115 0.994808 0.977154 14446
20 0.894567 0.869351 0.881779 2235
avg / total 0.925856 0.951809 0.938550 17140
Classification report for turbine 25, turbine category 7.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 0
11 0.000000 0.000000 0.000000 0
12 0.000000 0.000000 0.000000 0
13 0.000000 0.000000 0.000000 0
14 0.000000 0.000000 0.000000 0
15 0.000000 0.000000 0.000000 0
16 0.000000 0.000000 0.000000 0
17 0.000000 0.000000 0.000000 0
18 0.000000 0.000000 0.000000 0
19 0.987793 0.978620 0.983185 14967
20 0.927445 0.676484 0.782331 2173
avg / total 0.980142 0.940315 0.957721 17140
Classification report for turbine 25, turbine category 7.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 0
11 0.000000 0.000000 0.000000 0
12 0.000000 0.000000 0.000000 0
13 0.000000 0.000000 0.000000 0
14 0.000000 0.000000 0.000000 0
15 0.000000 0.000000 0.000000 0
16 0.000000 0.000000 0.000000 0
17 0.000000 0.000000 0.000000 0
18 0.000000 0.000000 0.000000 0
19 0.988727 0.952240 0.970141 15934
20 0.880069 0.845771 0.862579 1206
avg / total 0.981081 0.944749 0.962572 17140
------------------------------------------------------------------------
Classification report for turbine 25, turbine category 8.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 0
11 0.000000 0.000000 0.000000 0
12 0.000000 0.000000 0.000000 0
13 0.000000 0.000000 0.000000 0
14 0.000000 0.000000 0.000000 0
15 0.000000 0.000000 0.000000 0
16 0.000000 0.000000 0.000000 0
17 0.000000 0.000000 0.000000 0
18 0.000000 0.000000 0.000000 0
19 0.988998 0.842408 0.909837 16327
20 0.665924 0.367774 0.473851 813
avg / total 0.973674 0.819895 0.889157 17140
Classification report for turbine 25, turbine category 8.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 0
11 0.000000 0.000000 0.000000 0
12 0.000000 0.000000 0.000000 0
13 0.000000 0.000000 0.000000 0
14 0.000000 0.000000 0.000000 0
15 0.000000 0.000000 0.000000 0
16 0.000000 0.000000 0.000000 0
17 0.000000 0.000000 0.000000 0
18 0.000000 0.000000 0.000000 0
19 0.984283 0.893554 0.936726 15839
20 0.772152 0.468870 0.583453 1301
avg / total 0.968181 0.861319 0.909911 17140
Classification report for turbine 25, turbine category 8.0
precision recall f1-score support
10 0.004082 0.161290 0.007962 31
11 0.000000 0.000000 0.000000 99
12 0.006944 0.012346 0.008889 81
13 0.000000 0.000000 0.000000 92
14 0.022222 0.025316 0.023669 79
15 0.000000 0.000000 0.000000 90
16 0.014286 0.010989 0.012422 91
17 0.014493 0.010753 0.012346 93
18 0.027397 0.022472 0.024691 89
19 0.929703 0.919635 0.924642 14036
20 0.897727 0.368376 0.522393 2359
avg / total 0.885332 0.804492 0.829516 17140
Classification report for turbine 25, turbine category 8.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 5
11 0.000000 0.000000 0.000000 36
12 0.000000 0.000000 0.000000 36
13 0.005495 0.027778 0.009174 36
14 0.012658 0.027778 0.017391 36
15 0.007812 0.028571 0.012270 35
16 0.000000 0.000000 0.000000 36
17 0.000000 0.000000 0.000000 36
18 0.000000 0.000000 0.000000 36
19 0.969571 0.932188 0.950512 14732
20 0.919704 0.763233 0.834194 2116
avg / total 0.946951 0.895624 0.920040 17140
Classification report for turbine 25, turbine category 8.0
precision recall f1-score support
10 0.062500 0.234043 0.098655 47
11 0.000000 0.000000 0.000000 215
12 0.011765 0.004651 0.006667 215
13 0.009009 0.004673 0.006154 214
14 0.012346 0.004630 0.006734 216
15 0.029412 0.009390 0.014235 213
16 0.000000 0.000000 0.000000 215
17 0.037037 0.009524 0.015152 210
18 0.021277 0.004630 0.007605 216
19 0.887584 0.953797 0.919500 14263
20 0.798095 0.750896 0.773777 1116
avg / total 0.792239 0.843699 0.816515 17140
------------------------------------------------------------------------
Classification report for turbine 25, turbine category 9.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 0
11 0.000000 0.000000 0.000000 0
12 0.000000 0.000000 0.000000 0
13 0.000000 0.000000 0.000000 0
14 0.000000 0.000000 0.000000 0
15 0.000000 0.000000 0.000000 0
16 0.000000 0.000000 0.000000 0
17 0.000000 0.000000 0.000000 0
18 0.000000 0.000000 0.000000 0
19 0.989668 0.973847 0.981694 16327
20 0.785104 0.790898 0.787990 813
avg / total 0.979965 0.965169 0.972506 17140
Classification report for turbine 25, turbine category 9.0
precision recall f1-score support
11 0.000000 0.000000 0.000000 0
12 0.000000 0.000000 0.000000 0
13 0.000000 0.000000 0.000000 0
14 0.000000 0.000000 0.000000 0
15 0.000000 0.000000 0.000000 0
16 0.000000 0.000000 0.000000 0
17 0.000000 0.000000 0.000000 0
18 0.000000 0.000000 0.000000 0
19 0.990865 0.986110 0.988482 15839
20 0.915348 0.889316 0.902144 1301
avg / total 0.985133 0.978763 0.981928 17140
Classification report for turbine 25, turbine category 9.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 0
11 0.000000 0.000000 0.000000 0
12 0.000000 0.000000 0.000000 0
13 0.000000 0.000000 0.000000 0
14 0.000000 0.000000 0.000000 0
15 0.000000 0.000000 0.000000 0
16 0.000000 0.000000 0.000000 0
17 0.000000 0.000000 0.000000 0
18 0.000000 0.000000 0.000000 0
19 0.975172 0.987932 0.981511 14750
20 0.964355 0.837657 0.896552 2390
avg / total 0.973664 0.966978 0.969664 17140
Classification report for turbine 25, turbine category 9.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 6
11 0.000000 0.000000 0.000000 35
12 0.000000 0.000000 0.000000 36
13 0.000000 0.000000 0.000000 36
14 0.000000 0.000000 0.000000 36
15 0.000000 0.000000 0.000000 35
16 0.000000 0.000000 0.000000 35
17 0.000000 0.000000 0.000000 36
18 0.000000 0.000000 0.000000 36
19 0.976699 0.988981 0.982801 14792
20 0.900143 0.920272 0.910096 2057
avg / total 0.950929 0.963944 0.957390 17140
Classification report for turbine 25, turbine category 9.0
precision recall f1-score support
11 0.000000 0.000000 0.000000 0
12 0.000000 0.000000 0.000000 0
13 0.000000 0.000000 0.000000 0
14 0.000000 0.000000 0.000000 0
15 0.000000 0.000000 0.000000 0
16 0.000000 0.000000 0.000000 0
17 0.000000 0.000000 0.000000 0
18 0.000000 0.000000 0.000000 0
19 0.993024 0.982741 0.987856 15934
20 0.870204 0.883914 0.877005 1206
avg / total 0.984382 0.975788 0.980056 17140
------------------------------------------------------------------------
Classification report for turbine 25, turbine category 10.0
precision recall f1-score support
10 0.278146 0.223404 0.247788 188
11 0.006897 0.006803 0.006849 147
12 0.000000 0.000000 0.000000 148
13 0.005747 0.006536 0.006116 153
14 0.019802 0.013986 0.016393 143
15 0.014286 0.013245 0.013746 151
16 0.014815 0.014815 0.014815 135
17 0.036585 0.041096 0.038710 146
18 0.025000 0.015267 0.018957 131
19 0.918937 0.923483 0.921204 15160
20 0.596992 0.622257 0.609363 638
avg / total 0.839075 0.843349 0.841150 17140
Classification report for turbine 25, turbine category 10.0
precision recall f1-score support
10 0.115942 0.032922 0.051282 243
11 0.000000 0.000000 0.000000 54
12 0.009615 0.018182 0.012579 55
13 0.000000 0.000000 0.000000 59
14 0.000000 0.000000 0.000000 61
15 0.000000 0.000000 0.000000 51
16 0.000000 0.000000 0.000000 60
17 0.000000 0.000000 0.000000 49
18 0.000000 0.000000 0.000000 55
19 0.963338 0.932956 0.947904 15378
20 0.692805 0.797209 0.741349 1075
avg / total 0.909433 0.887573 0.897723 17140
Classification report for turbine 25, turbine category 10.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 4
11 0.000000 0.000000 0.000000 31
12 0.000000 0.000000 0.000000 29
13 0.000000 0.000000 0.000000 32
14 0.000000 0.000000 0.000000 31
15 0.000000 0.000000 0.000000 31
16 0.000000 0.000000 0.000000 28
17 0.000000 0.000000 0.000000 29
18 0.000000 0.000000 0.000000 31
19 0.919682 0.933627 0.926602 14509
20 0.923825 0.477987 0.630008 2385
avg / total 0.907059 0.856826 0.872033 17140
Classification report for turbine 25, turbine category 10.0
precision recall f1-score support
10 0.004608 0.022727 0.007663 44
11 0.000000 0.000000 0.000000 66
12 0.000000 0.000000 0.000000 58
13 0.000000 0.000000 0.000000 68
14 0.000000 0.000000 0.000000 64
15 0.000000 0.000000 0.000000 65
16 0.000000 0.000000 0.000000 62
17 0.000000 0.000000 0.000000 56
18 0.000000 0.000000 0.000000 68
19 0.953548 0.958097 0.955817 14462
20 0.931425 0.811001 0.867052 2127
avg / total 0.920160 0.909102 0.914095 17140
Classification report for turbine 25, turbine category 10.0
precision recall f1-score support
10 0.703297 0.159204 0.259635 402
11 0.000000 0.000000 0.000000 214
12 0.000000 0.000000 0.000000 215
13 0.000000 0.000000 0.000000 215
14 0.000000 0.000000 0.000000 197
15 0.015152 0.005682 0.008264 176
16 0.023810 0.005587 0.009050 179
17 0.000000 0.000000 0.000000 180
18 0.000000 0.000000 0.000000 163
19 0.894115 0.960348 0.926049 14350
20 0.611684 0.838634 0.707402 849
avg / total 0.795772 0.849417 0.816618 17140
------------------------------------------------------------------------
Classification report for turbine 25, turbine category 11.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 186
11 0.000000 0.000000 0.000000 103
12 0.000000 0.000000 0.000000 37
13 0.000000 0.000000 0.000000 30
14 0.000000 0.000000 0.000000 31
15 0.000000 0.000000 0.000000 31
16 0.000000 0.000000 0.000000 31
17 0.000000 0.000000 0.000000 29
18 0.000000 0.000000 0.000000 29
19 0.974541 0.988919 0.981678 16064
20 0.543750 0.764499 0.635500 569
avg / total 0.931414 0.952217 0.941148 17140
Classification report for turbine 25, turbine category 11.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 0
11 0.000000 0.000000 0.000000 0
12 0.000000 0.000000 0.000000 0
13 0.000000 0.000000 0.000000 0
14 0.000000 0.000000 0.000000 0
15 0.000000 0.000000 0.000000 0
16 0.000000 0.000000 0.000000 0
17 0.000000 0.000000 0.000000 0
18 0.000000 0.000000 0.000000 0
19 0.993610 0.971842 0.982605 15839
20 0.914122 0.736357 0.815666 1301
avg / total 0.987576 0.953967 0.969934 17140
Classification report for turbine 25, turbine category 11.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 9
11 0.000000 0.000000 0.000000 32
12 0.000000 0.000000 0.000000 33
13 0.000000 0.000000 0.000000 36
14 0.000000 0.000000 0.000000 30
15 0.000000 0.000000 0.000000 28
16 0.000000 0.000000 0.000000 33
17 0.000000 0.000000 0.000000 29
18 0.000000 0.000000 0.000000 30
19 0.939662 0.966354 0.952821 14504
20 0.932961 0.702862 0.801728 2376
avg / total 0.924479 0.915169 0.917423 17140
Classification report for turbine 25, turbine category 11.0
precision recall f1-score support
10 0.272727 0.023529 0.043321 510
11 0.000000 0.000000 0.000000 191
12 0.000000 0.000000 0.000000 183
13 0.000000 0.000000 0.000000 167
14 0.000000 0.000000 0.000000 161
15 0.000000 0.000000 0.000000 154
16 0.083333 0.006993 0.012903 143
17 0.000000 0.000000 0.000000 154
18 0.000000 0.000000 0.000000 150
19 0.898761 0.985970 0.940348 13614
20 0.754927 0.872154 0.809317 1713
avg / total 0.798129 0.871062 0.829183 17140
Classification report for turbine 25, turbine category 11.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 4
11 0.000000 0.000000 0.000000 36
12 0.000000 0.000000 0.000000 36
13 0.000000 0.000000 0.000000 36
14 0.000000 0.000000 0.000000 36
15 0.000000 0.000000 0.000000 36
16 0.000000 0.000000 0.000000 36
17 0.000000 0.000000 0.000000 36
18 0.000000 0.000000 0.000000 36
19 0.975417 0.976352 0.975884 15646
20 0.900870 0.861897 0.880952 1202
avg / total 0.953571 0.951692 0.952601 17140
------------------------------------------------------------------------
Classification report for turbine 25, turbine category 16.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 0
11 0.000000 0.000000 0.000000 0
12 0.000000 0.000000 0.000000 0
13 0.000000 0.000000 0.000000 0
14 0.000000 0.000000 0.000000 0
15 0.000000 0.000000 0.000000 0
16 0.000000 0.000000 0.000000 0
17 0.000000 0.000000 0.000000 0
18 0.000000 0.000000 0.000000 0
19 0.989758 0.952961 0.971011 16327
20 0.728538 0.772448 0.749851 813
avg / total 0.977368 0.944399 0.960521 17140
Classification report for turbine 25, turbine category 16.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 4
11 0.000000 0.000000 0.000000 33
12 0.000000 0.000000 0.000000 31
13 0.000000 0.000000 0.000000 30
14 0.000000 0.000000 0.000000 24
15 0.000000 0.000000 0.000000 35
16 0.000000 0.000000 0.000000 36
17 0.000000 0.000000 0.000000 29
18 0.000000 0.000000 0.000000 28
19 0.962923 0.977845 0.970327 15617
20 0.840607 0.695994 0.761495 1273
avg / total 0.939794 0.942649 0.940664 17140
Classification report for turbine 25, turbine category 16.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 27
11 0.000000 0.000000 0.000000 47
12 0.000000 0.000000 0.000000 37
13 0.000000 0.000000 0.000000 24
14 0.000000 0.000000 0.000000 32
15 0.000000 0.000000 0.000000 24
16 0.000000 0.000000 0.000000 34
17 0.000000 0.000000 0.000000 32
18 0.000000 0.000000 0.000000 33
19 0.934791 0.977613 0.955723 14473
20 0.924200 0.692469 0.791727 2377
avg / total 0.917506 0.921529 0.916809 17140
Classification report for turbine 25, turbine category 16.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 116
11 0.000000 0.000000 0.000000 83
12 0.000000 0.000000 0.000000 72
13 0.000000 0.000000 0.000000 70
14 0.000000 0.000000 0.000000 69
15 0.000000 0.000000 0.000000 70
16 0.000000 0.000000 0.000000 69
17 0.000000 0.000000 0.000000 71
18 0.000000 0.000000 0.000000 72
19 0.946817 0.975493 0.960941 14363
20 0.893181 0.898321 0.895744 2085
avg / total 0.902066 0.926721 0.914214 17140
Classification report for turbine 25, turbine category 16.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 0
11 0.000000 0.000000 0.000000 0
12 0.000000 0.000000 0.000000 0
13 0.000000 0.000000 0.000000 0
14 0.000000 0.000000 0.000000 0
15 0.000000 0.000000 0.000000 0
16 0.000000 0.000000 0.000000 0
17 0.000000 0.000000 0.000000 0
18 0.000000 0.000000 0.000000 0
19 0.992775 0.974520 0.983563 15934
20 0.868442 0.892206 0.880164 1206
avg / total 0.984027 0.968728 0.976288 17140
------------------------------------------------------------------------
Classification report for turbine 25, turbine category 18.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 19
11 0.000000 0.000000 0.000000 108
12 0.000000 0.000000 0.000000 124
13 0.006803 0.008197 0.007435 122
14 0.000000 0.000000 0.000000 129
15 0.005882 0.007812 0.006711 128
16 0.006211 0.007752 0.006897 129
17 0.000000 0.000000 0.000000 115
18 0.003247 0.007937 0.004608 126
19 0.934868 0.907613 0.921039 15435
20 0.663280 0.648227 0.655667 705
avg / total 0.869317 0.844224 0.856576 17140
Classification report for turbine 25, turbine category 18.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 9
11 0.000000 0.000000 0.000000 60
12 0.000000 0.000000 0.000000 64
13 0.000000 0.000000 0.000000 66
14 0.000000 0.000000 0.000000 55
15 0.000000 0.000000 0.000000 53
16 0.006061 0.018182 0.009091 55
17 0.036585 0.050000 0.042254 60
18 0.010101 0.017241 0.012739 58
19 0.961988 0.948098 0.954992 15375
20 0.880772 0.816342 0.847334 1285
avg / total 0.929141 0.911960 0.920397 17140
Classification report for turbine 25, turbine category 18.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 6
11 0.012987 0.037037 0.019231 27
12 0.000000 0.000000 0.000000 28
13 0.000000 0.000000 0.000000 31
14 0.000000 0.000000 0.000000 30
15 0.000000 0.000000 0.000000 30
16 0.000000 0.000000 0.000000 29
17 0.000000 0.000000 0.000000 31
18 0.000000 0.000000 0.000000 26
19 0.918105 0.923670 0.920879 14516
20 0.939370 0.500000 0.652626 2386
avg / total 0.908337 0.851925 0.870780 17140
Classification report for turbine 25, turbine category 18.0
precision recall f1-score support
10 0.153846 0.142857 0.148148 14
11 0.009709 0.017857 0.012579 56
12 0.000000 0.000000 0.000000 60
13 0.009346 0.015873 0.011765 63
14 0.000000 0.000000 0.000000 85
15 0.000000 0.000000 0.000000 97
16 0.000000 0.000000 0.000000 100
17 0.000000 0.000000 0.000000 97
18 0.000000 0.000000 0.000000 97
19 0.945774 0.940051 0.942904 14379
20 0.912782 0.870459 0.891118 2092
avg / total 0.905024 0.895099 0.899986 17140
Classification report for turbine 25, turbine category 18.0
precision recall f1-score support
10 0.090909 0.083333 0.086957 12
11 0.000000 0.000000 0.000000 71
12 0.035211 0.069444 0.046729 72
13 0.000000 0.000000 0.000000 60
14 0.021053 0.042553 0.028169 47
15 0.000000 0.000000 0.000000 35
16 0.000000 0.000000 0.000000 36
17 0.000000 0.000000 0.000000 36
18 0.000000 0.000000 0.000000 36
19 0.979485 0.944112 0.961474 15728
20 0.750668 0.837140 0.791549 1007
avg / total 0.943167 0.915986 0.929106 17140
------------------------------------------------------------------------
Classification report for turbine 25, turbine category 19.0
precision recall f1-score support
19 0.991253 0.992589 0.991921 16327
20 0.847029 0.824108 0.835411 813
avg / total 0.984412 0.984597 0.984497 17140
Classification report for turbine 25, turbine category 19.0
precision recall f1-score support
19 0.992862 0.992361 0.992611 15839
20 0.907563 0.913144 0.910345 1301
avg / total 0.986388 0.986348 0.986367 17140
Classification report for turbine 25, turbine category 19.0
precision recall f1-score support
19 0.971003 0.994373 0.982549 14750
20 0.959214 0.816736 0.882260 2390
avg / total 0.969359 0.969603 0.968565 17140
Classification report for turbine 25, turbine category 19.0
precision recall f1-score support
19 0.989340 0.992116 0.990726 14967
20 0.944627 0.926369 0.935409 2173
avg / total 0.983671 0.983781 0.983713 17140
Classification report for turbine 25, turbine category 19.0
precision recall f1-score support
19 0.995196 0.988013 0.991591 15934
20 0.855413 0.936982 0.894341 1206
avg / total 0.985360 0.984422 0.984749 17140
------------------------------------------------------------------------
Classification report for turbine 25, turbine category 20.0
precision recall f1-score support
19 0.991712 0.989404 0.990557 16327
20 0.796710 0.833948 0.814904 813
avg / total 0.982463 0.982030 0.982225 17140
Classification report for turbine 25, turbine category 20.0
precision recall f1-score support
19 0.992116 0.993055 0.992585 15839
20 0.914463 0.903920 0.909161 1301
avg / total 0.986221 0.986289 0.986253 17140
Classification report for turbine 25, turbine category 20.0
precision recall f1-score support
19 0.974694 0.994915 0.984701 14750
20 0.964012 0.840586 0.898078 2390
avg / total 0.973205 0.973396 0.972622 17140
Classification report for turbine 25, turbine category 20.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 127
11 0.000000 0.000000 0.000000 268
12 0.000000 0.000000 0.000000 260
13 0.000000 0.000000 0.000000 247
14 0.000000 0.000000 0.000000 158
15 0.000000 0.000000 0.000000 136
16 0.000000 0.000000 0.000000 139
17 0.000000 0.000000 0.000000 129
18 0.000000 0.000000 0.000000 133
19 0.909636 0.994391 0.950127 13727
20 0.791003 0.929515 0.854684 1816
avg / total 0.812313 0.894866 0.851488 17140
Classification report for turbine 25, turbine category 20.0
precision recall f1-score support
10 0.000000 0.000000 0.000000 0
11 0.000000 0.000000 0.000000 0
12 0.000000 0.000000 0.000000 0
13 0.000000 0.000000 0.000000 0
14 0.000000 0.000000 0.000000 0
15 0.000000 0.000000 0.000000 0
16 0.000000 0.000000 0.000000 0
17 0.000000 0.000000 0.000000 0
18 0.000000 0.000000 0.000000 0
19 0.989775 0.959897 0.974607 15934
20 0.905959 0.806799 0.853509 1206
avg / total 0.983878 0.949125 0.966087 17140
------------------------------------------------------------------------