Results for decision tree classifier#
Multilabel classification with imbalanced data#
import numpy as np
import pandas as pd
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))
# 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:
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")
# 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 = Y[train_index], Y[test_index]
# fit to classifier and predict
dt1 = dt.fit(X_train, Y_train)
Yp = dt1.predict(X_test)
for m in list4:
Yt = Y_test[:, m]
Ypr = Yp[:, m]
print(
"Classification report for turbine %s, turbine category %s"
% (x, m)
)
print(classification_report(Yt, Ypr, digits=6))
print("-------------------------------------------------------------")
Classification report for turbine 1, turbine category 0
precision recall f1-score support
19 0.988177 0.983815 0.985991 16311
20 0.763441 0.816092 0.788889 1044
avg / total 0.974658 0.973725 0.974134 17355
Classification report for turbine 1, turbine category 1
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 0.970318 0.983644 0.976936 16019
20 0.763441 0.816874 0.789254 1043
avg / total 0.941504 0.957015 0.949163 17355
Classification report for turbine 1, turbine category 2
precision recall f1-score support
19 0.988177 0.983815 0.985991 16311
20 0.763441 0.816092 0.788889 1044
avg / total 0.974658 0.973725 0.974134 17355
Classification report for turbine 1, turbine category 3
precision recall f1-score support
10.0 0.106481 0.348485 0.163121 66
11.0 0.012500 0.158879 0.023177 107
12.0 0.011236 0.069444 0.019342 72
13.0 0.002994 0.016949 0.005089 59
14.0 0.000000 0.000000 0.000000 0
15.0 0.000000 0.000000 0.000000 0
16.0 0.000000 0.000000 0.000000 0
17.0 0.000000 0.000000 0.000000 0
18.0 0.000000 0.000000 0.000000 0
19.0 0.981564 0.742128 0.845216 16070
20.0 0.633752 0.359837 0.459038 981
avg / total 0.945249 0.710170 0.809443 17355
Classification report for turbine 1, turbine category 4
precision recall f1-score support
10 0.584507 0.525316 0.553333 316
11 0.130125 0.100690 0.113530 725
12 0.107425 0.100890 0.104055 674
13 0.045918 0.030354 0.036548 593
14 0.025586 0.020979 0.023055 572
15 0.019802 0.011111 0.014235 540
16 0.050336 0.029354 0.037083 511
17 0.025157 0.017544 0.020672 456
18 0.045627 0.027778 0.034532 432
19 0.752696 0.825421 0.787383 12006
20 0.413174 0.520755 0.460768 530
avg / total 0.559883 0.608701 0.582579 17355
Classification report for turbine 1, turbine category 5
precision recall f1-score support
19 0.988177 0.983815 0.985991 16311
20 0.763441 0.816092 0.788889 1044
avg / total 0.974658 0.973725 0.974134 17355
Classification report for turbine 1, turbine category 6
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 0.963462 0.979633 0.971480 15908
20 0.743154 0.779980 0.761122 1009
avg / total 0.926338 0.943302 0.934732 17355
Classification report for turbine 1, turbine category 7
precision recall f1-score support
10.0 0.000000 0.000000 0.000000 0
11.0 0.000000 0.000000 0.000000 0
12.0 0.000000 0.000000 0.000000 0
13.0 0.000000 0.000000 0.000000 0
14.0 0.000000 0.000000 0.000000 0
15.0 0.000000 0.000000 0.000000 0
16.0 0.000000 0.000000 0.000000 0
17.0 0.000000 0.000000 0.000000 0
18.0 0.000000 0.000000 0.000000 0
19.0 0.988810 0.904727 0.944902 16311
20.0 0.783109 0.781609 0.782359 1044
avg / total 0.976436 0.897321 0.935124 17355
Classification report for turbine 1, turbine category 8
precision recall f1-score support
10 0.205984 0.252113 0.226726 710
11 0.288566 0.346694 0.314970 2919
12 0.123452 0.171858 0.143688 1798
13 0.078994 0.131232 0.098623 1364
14 0.088682 0.093250 0.090909 1126
15 0.077189 0.071505 0.074238 937
16 0.042398 0.036896 0.039456 786
17 0.071525 0.071525 0.071525 741
18 0.039617 0.043155 0.041311 672
19 0.544271 0.344090 0.421626 6074
20 0.136646 0.096491 0.113111 228
avg / total 0.284671 0.234745 0.250285 17355
Classification report for turbine 1, turbine category 9
precision recall f1-score support
19 0.988177 0.983815 0.985991 16311
20 0.763441 0.816092 0.788889 1044
avg / total 0.974658 0.973725 0.974134 17355
Classification report for turbine 1, turbine category 10
precision recall f1-score support
19 0.988177 0.983815 0.985991 16311
20 0.763441 0.816092 0.788889 1044
avg / total 0.974658 0.973725 0.974134 17355
Classification report for turbine 1, turbine category 11
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 0.887370 0.984760 0.933532 14633
20 0.739247 0.826653 0.780511 998
avg / total 0.790703 0.877845 0.831998 17355
Classification report for turbine 1, turbine category 12
precision recall f1-score support
19 0.988177 0.983815 0.985991 16311
20 0.763441 0.816092 0.788889 1044
avg / total 0.974658 0.973725 0.974134 17355
Classification report for turbine 1, turbine category 13
precision recall f1-score support
19 0.988177 0.983815 0.985991 16311
20 0.763441 0.816092 0.788889 1044
avg / total 0.974658 0.973725 0.974134 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)
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 0
precision recall f1-score support
19 0.978140 0.991574 0.984811 15072
20 0.938825 0.853701 0.894242 2283
avg / total 0.972968 0.973437 0.972897 17355
Classification report for turbine 1, turbine category 1
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 0.160000 0.025806 0.044444 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 0.926600 0.981767 0.953386 14260
20 0.642582 0.873608 0.740494 1527
avg / total 0.819322 0.883780 0.848914 17355
Classification report for turbine 1, turbine category 2
precision recall f1-score support
19 0.978140 0.991574 0.984811 15072
20 0.938825 0.853701 0.894242 2283
avg / total 0.972968 0.973437 0.972897 17355
Classification report for turbine 1, turbine category 3
precision recall f1-score support
10.0 0.000000 0.000000 0.000000 0
11.0 0.000000 0.000000 0.000000 0
12.0 0.000000 0.000000 0.000000 0
13.0 0.000000 0.000000 0.000000 0
14.0 0.000000 0.000000 0.000000 0
15.0 0.000000 0.000000 0.000000 0
16.0 0.000000 0.000000 0.000000 0
17.0 0.000000 0.000000 0.000000 0
18.0 0.000000 0.000000 0.000000 0
19.0 0.976948 0.939159 0.957681 15072
20.0 0.933333 0.711345 0.807358 2283
avg / total 0.971211 0.909190 0.937906 17355
Classification report for turbine 1, turbine category 4
precision recall f1-score support
10 0.158363 0.816514 0.265276 109
11 0.024457 0.102273 0.039474 88
12 0.015337 0.069444 0.025126 72
13 0.005391 0.027778 0.009029 72
14 0.010033 0.041667 0.016173 72
15 0.008949 0.055556 0.015414 72
16 0.002427 0.013889 0.004132 72
17 0.006006 0.027778 0.009877 72
18 0.008721 0.041667 0.014423 72
19 0.949608 0.827922 0.884600 14476
20 0.912736 0.533058 0.673043 2178
avg / total 0.907979 0.764275 0.824576 17355
Classification report for turbine 1, turbine category 5
precision recall f1-score support
19 0.978140 0.991574 0.984811 15072
20 0.938825 0.853701 0.894242 2283
avg / total 0.972968 0.973437 0.972897 17355
Classification report for turbine 1, turbine category 6
precision recall f1-score support
10 0.062500 0.004464 0.008333 224
11 0.000000 0.000000 0.000000 260
12 0.088235 0.013274 0.023077 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 0.878339 0.987790 0.929855 13514
20 0.825616 0.829703 0.827654 2020
avg / total 0.781997 0.865975 0.820801 17355
Classification report for turbine 1, turbine category 7
precision recall f1-score support
10 0.006757 0.012500 0.008772 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 0.000000 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 0.958376 0.955128 0.956749 14753
20 0.764368 0.772032 0.768181 1895
avg / total 0.898181 0.896283 0.897224 17355
Classification report for turbine 1, turbine category 8
precision recall f1-score support
10 0.049872 0.317073 0.086188 123
11 0.116835 0.243094 0.157819 905
12 0.058351 0.148501 0.083782 734
13 0.028093 0.068513 0.039847 686
14 0.036013 0.069132 0.047357 622
15 0.035211 0.049020 0.040984 612
16 0.036471 0.052721 0.043115 588
17 0.038702 0.053819 0.045025 576
18 0.060440 0.062619 0.061510 527
19 0.742419 0.456257 0.565180 10196
20 0.775000 0.277716 0.408904 1786
avg / total 0.532836 0.330222 0.396046 17355
Classification report for turbine 1, turbine category 9
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 0.862491 0.991573 0.922538 13290
20 0.466281 0.818259 0.594047 1183
avg / total 0.692257 0.815097 0.746949 17355
Classification report for turbine 1, turbine category 10
precision recall f1-score support
19 0.978140 0.991574 0.984811 15072
20 0.938825 0.853701 0.894242 2283
avg / total 0.972968 0.973437 0.972897 17355
Classification report for turbine 1, turbine category 11
precision recall f1-score support
10 0.004444 0.083333 0.008439 12
11 0.013245 0.027778 0.017937 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 0.006289 0.013889 0.008658 72
17 0.009091 0.027778 0.013699 72
18 0.000000 0.000000 0.000000 72
19 0.948039 0.904118 0.925558 14570
20 0.900053 0.778789 0.835041 2197
avg / total 0.909966 0.857966 0.882914 17355
Classification report for turbine 1, turbine category 12
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 0.948819 0.991451 0.969667 14622
20 0.741329 0.887032 0.807662 1735
avg / total 0.873514 0.923999 0.897710 17355
Classification report for turbine 1, turbine category 13
precision recall f1-score support
19 0.978140 0.991574 0.984811 15072
20 0.938825 0.853701 0.894242 2283
avg / total 0.972968 0.973437 0.972897 17355
------------------------------------------------------------------------
Classification report for turbine 1, turbine category 0
precision recall f1-score support
19 0.960669 0.932859 0.946560 9845
20 0.915202 0.949933 0.932244 7510
avg / total 0.940994 0.940248 0.940365 17355
Classification report for turbine 1, turbine category 1
precision recall f1-score support
10.0 0.000000 0.000000 0.000000 0
11.0 0.000000 0.000000 0.000000 0
12.0 0.000000 0.000000 0.000000 0
13.0 0.000000 0.000000 0.000000 0
14.0 0.000000 0.000000 0.000000 0
15.0 0.000000 0.000000 0.000000 0
16.0 0.000000 0.000000 0.000000 0
17.0 0.000000 0.000000 0.000000 0
18.0 0.000000 0.000000 0.000000 0
19.0 0.959987 0.889487 0.923393 9845
20.0 0.929003 0.676032 0.782582 7510
avg / total 0.946579 0.797119 0.862460 17355
Classification report for turbine 1, turbine category 2
precision recall f1-score support
19 0.960669 0.932859 0.946560 9845
20 0.915202 0.949933 0.932244 7510
avg / total 0.940994 0.940248 0.940365 17355
Classification report for turbine 1, turbine category 3
precision recall f1-score support
10.0 0.000000 0.000000 0.000000 0
11.0 0.000000 0.000000 0.000000 0
12.0 0.000000 0.000000 0.000000 0
13.0 0.000000 0.000000 0.000000 0
14.0 0.000000 0.000000 0.000000 0
15.0 0.000000 0.000000 0.000000 0
16.0 0.000000 0.000000 0.000000 0
17.0 0.000000 0.000000 0.000000 0
18.0 0.000000 0.000000 0.000000 0
19.0 0.960429 0.919553 0.939546 9845
20.0 0.929097 0.856724 0.891444 7510
avg / total 0.946871 0.892365 0.918731 17355
Classification report for turbine 1, turbine category 4
precision recall f1-score support
10 0.050980 0.509804 0.092692 51
11 0.000000 0.000000 0.000000 53
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 0.032609 0.083333 0.046875 36
17 0.000000 0.000000 0.000000 36
18 0.000000 0.000000 0.000000 36
19 0.934994 0.904285 0.919383 9591
20 0.919584 0.847462 0.882051 7408
avg / total 0.909454 0.863152 0.884958 17355
Classification report for turbine 1, turbine category 5
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 0.927929 0.931339 0.929631 9525
20 0.877999 0.954134 0.914484 7173
avg / total 0.872164 0.905503 0.888178 17355
Classification report for turbine 1, turbine category 6
precision recall f1-score support
10 0.007005 0.013143 0.009139 913
11 0.000000 0.000000 0.000000 80
12 0.022727 0.013889 0.017241 72
13 0.025000 0.013889 0.017857 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 0.009259 0.013889 0.011111 72
19 0.836796 0.896230 0.865494 8673
20 0.875063 0.729158 0.795475 7185
avg / total 0.781064 0.750619 0.762523 17355
Classification report for turbine 1, turbine category 7
precision recall f1-score support
10 0.000000 0.000000 0.000000 117
11 0.007407 0.006944 0.007168 144
12 0.000000 0.000000 0.000000 144
13 0.000000 0.000000 0.000000 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 0.861498 0.915566 0.887709 8859
20 0.901580 0.903776 0.902676 7389
avg / total 0.823673 0.852204 0.837518 17355
Classification report for turbine 1, turbine category 8
precision recall f1-score support
10 0.019645 0.140000 0.034454 150
11 0.045028 0.063830 0.052805 376
12 0.047736 0.111111 0.066781 351
13 0.036667 0.033951 0.035256 324
14 0.017857 0.012346 0.014599 324
15 0.014851 0.009259 0.011407 324
16 0.024691 0.032362 0.028011 309
17 0.024570 0.035211 0.028944 284
18 0.032500 0.051587 0.039877 252
19 0.786583 0.706059 0.744149 7971
20 0.876091 0.765172 0.816883 6690
avg / total 0.703705 0.627024 0.662161 17355
Classification report for turbine 1, turbine category 9
precision recall f1-score support
10.0 0.068433 0.837838 0.126531 37
11.0 0.000456 0.027778 0.000896 36
12.0 0.051282 0.055556 0.053333 36
13.0 0.000000 0.000000 0.000000 36
14.0 0.000000 0.000000 0.000000 36
15.0 0.000000 0.000000 0.000000 36
16.0 0.000000 0.000000 0.000000 36
17.0 0.000000 0.000000 0.000000 15
18.0 0.000000 0.000000 0.000000 0
19.0 0.935085 0.873427 0.903205 9615
20.0 0.922621 0.646279 0.760113 7472
avg / total 0.915532 0.764103 0.828033 17355
Classification report for turbine 1, turbine category 10
precision recall f1-score support
19 0.960669 0.932859 0.946560 9845
20 0.915202 0.949933 0.932244 7510
avg / total 0.940994 0.940248 0.940365 17355
Classification report for turbine 1, turbine category 11
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 0.000000 0.000000 0.000000 108
16 0.000000 0.000000 0.000000 108
17 0.000000 0.000000 0.000000 108
18 0.015385 0.009259 0.011561 108
19 0.871928 0.877465 0.874688 8977
20 0.917954 0.895783 0.906733 7494
avg / total 0.847486 0.840738 0.844044 17355
Classification report for turbine 1, turbine category 12
precision recall f1-score support
10.0 0.000000 0.000000 0.000000 0
11.0 0.000000 0.000000 0.000000 0
12.0 0.000000 0.000000 0.000000 0
13.0 0.000000 0.000000 0.000000 0
14.0 0.000000 0.000000 0.000000 0
15.0 0.000000 0.000000 0.000000 0
16.0 0.000000 0.000000 0.000000 0
17.0 0.000000 0.000000 0.000000 0
18.0 0.000000 0.000000 0.000000 0
19.0 0.966574 0.881158 0.921892 9845
20.0 0.916269 0.919441 0.917852 7510
avg / total 0.944805 0.897724 0.920144 17355
Classification report for turbine 1, turbine category 13
precision recall f1-score support
10 0.000000 0.000000 0.000000 8763
19 0.746757 0.992769 0.852367 7191
20 0.155741 0.866524 0.264028 1401
avg / total 0.321989 0.481302 0.374490 17355
------------------------------------------------------------------------
Classification report for turbine 1, turbine category 0
precision recall f1-score support
19 0.988891 0.989837 0.989364 13579
20 0.963327 0.960011 0.961666 3776
avg / total 0.983329 0.983348 0.983337 17355
Classification report for turbine 1, turbine category 1
precision recall f1-score support
10 0.000000 0.000000 0.000000 84
11 0.016260 0.055556 0.025157 36
12 0.000000 0.000000 0.000000 36
13 0.000000 0.000000 0.000000 36
14 0.027778 0.027778 0.027778 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 0.969362 0.963966 0.966657 13293
20 0.941710 0.928184 0.934898 3690
avg / total 0.942796 0.935869 0.939294 17355
Classification report for turbine 1, turbine category 2
precision recall f1-score support
19 0.988891 0.989837 0.989364 13579
20 0.963327 0.960011 0.961666 3776
avg / total 0.983329 0.983348 0.983337 17355
Classification report for turbine 1, turbine category 3
precision recall f1-score support
10 0.000000 0.000000 0.000000 123
11 0.028302 0.009772 0.014528 307
12 0.006098 0.003968 0.004808 252
13 0.005155 0.003968 0.004484 252
14 0.038835 0.015873 0.022535 252
15 0.013514 0.004292 0.006515 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 0.873266 0.956750 0.913104 11977
20 0.854871 0.755490 0.802114 3415
avg / total 0.772282 0.809507 0.788791 17355
Classification report for turbine 1, turbine category 4
precision recall f1-score support
10 0.193467 0.706422 0.303748 109
11 0.005076 0.027778 0.008584 72
12 0.009709 0.027778 0.014388 72
13 0.008850 0.027778 0.013423 72
14 0.002169 0.013889 0.003752 72
15 0.000000 0.000000 0.000000 72
16 0.006803 0.014925 0.009346 67
17 0.009346 0.055556 0.016000 36
18 0.000000 0.000000 0.000000 36
19 0.971013 0.894068 0.930953 13301
20 0.885813 0.668601 0.762031 3446
avg / total 0.921446 0.822990 0.866942 17355
Classification report for turbine 1, turbine category 5
precision recall f1-score support
10 0.011765 0.037037 0.017857 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 0.058824 0.018519 0.028169 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 0.933654 0.985018 0.958648 12815
20 0.934485 0.934229 0.934357 3649
avg / total 0.886279 0.923941 0.904527 17355
Classification report for turbine 1, turbine category 6
precision recall f1-score support
10 0.000000 0.000000 0.000000 132
11 0.000000 0.000000 0.000000 36
12 0.008772 0.027778 0.013333 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 0.966796 0.935234 0.950753 13294
20 0.926073 0.894534 0.910031 3641
avg / total 0.934874 0.904120 0.919229 17355
Classification report for turbine 1, turbine category 7
precision recall f1-score support
10.0 0.000000 0.000000 0.000000 0
11.0 0.000000 0.000000 0.000000 0
12.0 0.000000 0.000000 0.000000 0
13.0 0.000000 0.000000 0.000000 0
14.0 0.000000 0.000000 0.000000 0
15.0 0.000000 0.000000 0.000000 0
16.0 0.000000 0.000000 0.000000 0
17.0 0.000000 0.000000 0.000000 0
18.0 0.000000 0.000000 0.000000 0
19.0 0.988668 0.950880 0.969406 13579
20.0 0.964597 0.938030 0.951128 3776
avg / total 0.983431 0.948084 0.965429 17355
Classification report for turbine 1, turbine category 8
precision recall f1-score support
10 0.124468 0.214679 0.157576 545
11 0.155356 0.170567 0.162606 1624
12 0.073820 0.091251 0.081615 1063
13 0.052792 0.059091 0.055764 880
14 0.027866 0.053191 0.036573 658
15 0.037607 0.068643 0.048592 641
16 0.063584 0.076389 0.069401 576
17 0.044968 0.038745 0.041625 542
18 0.016064 0.016427 0.016244 487
19 0.675087 0.565450 0.615424 8602
20 0.570335 0.343120 0.428469 1737
avg / total 0.423745 0.354653 0.383150 17355
Classification report for turbine 1, turbine category 9
precision recall f1-score support
10 0.419431 0.312721 0.358300 566
11 0.005650 0.003968 0.004662 252
12 0.084746 0.059524 0.069930 252
13 0.006734 0.007937 0.007286 252
14 0.063063 0.027778 0.038567 252
15 0.000000 0.000000 0.000000 252
16 0.000000 0.000000 0.000000 252
17 0.055556 0.023810 0.033333 252
18 0.000000 0.000000 0.000000 252
19 0.854437 0.930657 0.890920 11681
20 0.823003 0.833118 0.828030 3092
avg / total 0.738529 0.786805 0.761086 17355
Classification report for turbine 1, turbine category 10
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 0.974765 0.989691 0.982171 13387
20 0.935158 0.962001 0.948390 3658
avg / total 0.949005 0.966177 0.957507 17355
Classification report for turbine 1, turbine category 11
precision recall f1-score support
10 0.000000 0.000000 0.000000 25
11 0.005988 0.006944 0.006431 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 0.009804 0.006944 0.008130 144
16 0.014388 0.013889 0.014134 144
17 0.000000 0.000000 0.000000 144
18 0.009346 0.006944 0.007968 144
19 0.916561 0.922985 0.919762 12556
20 0.927872 0.941193 0.934485 3622
avg / total 0.857089 0.864477 0.860761 17355
Classification report for turbine 1, turbine category 12
precision recall f1-score support
10.0 0.000000 0.000000 0.000000 0
11.0 0.000000 0.000000 0.000000 0
12.0 0.000000 0.000000 0.000000 0
13.0 0.000000 0.000000 0.000000 0
14.0 0.000000 0.000000 0.000000 0
15.0 0.000000 0.000000 0.000000 0
16.0 0.000000 0.000000 0.000000 0
17.0 0.000000 0.000000 0.000000 0
18.0 0.000000 0.000000 0.000000 0
19.0 0.988797 0.981516 0.985143 13579
20.0 0.963646 0.954714 0.959159 3776
avg / total 0.983325 0.975684 0.979490 17355
Classification report for turbine 1, turbine category 13
precision recall f1-score support
10 0.053333 0.063492 0.057971 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 0.964458 0.980868 0.972594 13224
20 0.825262 0.899383 0.860730 3240
avg / total 0.889925 0.916451 0.902830 17355
------------------------------------------------------------------------
Classification report for turbine 1, turbine category 0
precision recall f1-score support
19 0.983598 0.989500 0.986540 14000
20 0.955060 0.931148 0.942952 3355
avg / total 0.978081 0.978220 0.978114 17355
Classification report for turbine 1, turbine category 1
precision recall f1-score support
10 0.037037 0.117647 0.056338 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 0.027027 0.013889 0.018349 72
18 0.000000 0.000000 0.000000 72
19 0.957642 0.970929 0.964240 13622
20 0.892701 0.911465 0.901986 3140
avg / total 0.913320 0.927168 0.920161 17355
Classification report for turbine 1, turbine category 2
precision recall f1-score support
19 0.983598 0.989500 0.986540 14000
20 0.955060 0.931148 0.942952 3355
avg / total 0.978081 0.978220 0.978114 17355
Classification report for turbine 1, turbine category 3
precision recall f1-score support
10 0.137405 0.193548 0.160714 93
11 0.010989 0.069767 0.018987 43
12 0.018519 0.111111 0.031746 36
13 0.005848 0.027778 0.009662 36
14 0.000000 0.000000 0.000000 36
15 0.007407 0.027778 0.011696 36
16 0.000000 0.000000 0.000000 36
17 0.019417 0.055556 0.028777 36
18 0.000000 0.000000 0.000000 36
19 0.962886 0.914471 0.938054 13703
20 0.933715 0.850184 0.889994 3264
avg / total 0.936743 0.883607 0.909122 17355
Classification report for turbine 1, turbine category 4
precision recall f1-score support
10 0.055944 0.355556 0.096677 45
11 0.005587 0.041667 0.009852 72
12 0.011628 0.041667 0.018182 72
13 0.012712 0.041667 0.019481 72
14 0.000000 0.000000 0.000000 72
15 0.005208 0.013889 0.007576 72
16 0.011450 0.041667 0.017964 72
17 0.000000 0.000000 0.000000 72
18 0.000000 0.000000 0.000000 72
19 0.955818 0.867065 0.909281 13548
20 0.907246 0.785938 0.842247 3186
avg / total 0.913038 0.822818 0.864993 17355
Classification report for turbine 1, turbine category 5
precision recall f1-score support
10.0 0.000000 0.000000 0.000000 0
11.0 0.000000 0.000000 0.000000 0
12.0 0.000000 0.000000 0.000000 0
13.0 0.000000 0.000000 0.000000 0
14.0 0.000000 0.000000 0.000000 0
15.0 0.000000 0.000000 0.000000 0
16.0 0.000000 0.000000 0.000000 0
17.0 0.000000 0.000000 0.000000 0
18.0 0.000000 0.000000 0.000000 0
19.0 0.983718 0.975286 0.979484 14000
20.0 0.955219 0.921908 0.938268 3355
avg / total 0.978208 0.964967 0.971516 17355
Classification report for turbine 1, turbine category 6
precision recall f1-score support
10 0.070064 0.079710 0.074576 138
11 0.081481 0.033951 0.047930 324
12 0.014925 0.003086 0.005115 324
13 0.054545 0.009259 0.015831 324
14 0.052083 0.015432 0.023810 324
15 0.000000 0.000000 0.000000 324
16 0.017241 0.003086 0.005236 324
17 0.024390 0.006173 0.009852 324
18 0.043478 0.006579 0.011429 304
19 0.805235 0.955338 0.873888 11464
20 0.911531 0.864822 0.887563 3181
avg / total 0.704866 0.791645 0.742741 17355
Classification report for turbine 1, turbine category 7
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 0.968962 0.965445 0.967200 13775
20 0.936607 0.917504 0.926957 3285
avg / total 0.946367 0.939960 0.943142 17355
Classification report for turbine 1, turbine category 8
precision recall f1-score support
10 0.177143 0.194969 0.185629 795
11 0.244200 0.299133 0.268889 2076
12 0.082307 0.099686 0.090167 1274
13 0.073150 0.083415 0.077946 1019
14 0.063263 0.071970 0.067336 792
15 0.044776 0.052050 0.048140 634
16 0.050336 0.056180 0.053097 534
17 0.023121 0.024641 0.023857 487
18 0.011390 0.011521 0.011455 434
19 0.602192 0.508960 0.551665 8203
20 0.304426 0.304426 0.304426 1107
avg / total 0.358718 0.324806 0.339452 17355
Classification report for turbine 1, turbine category 9
precision recall f1-score support
10 0.443272 0.217335 0.291667 773
11 0.057522 0.017833 0.027225 729
12 0.023810 0.008299 0.012308 482
13 0.031414 0.017143 0.022181 350
14 0.034014 0.016502 0.022222 303
15 0.000000 0.000000 0.000000 250
16 0.006329 0.004630 0.005348 216
17 0.028369 0.018519 0.022409 216
18 0.029703 0.013889 0.018927 216
19 0.823603 0.903964 0.861914 11704
20 0.664106 0.898866 0.763855 2116
avg / total 0.661248 0.730971 0.690290 17355
Classification report for turbine 1, turbine category 10
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 0.142857 0.009259 0.017391 108
17 0.000000 0.000000 0.000000 108
18 0.000000 0.000000 0.000000 108
19 0.923609 0.985477 0.953541 13152
20 0.928131 0.923573 0.925846 3258
avg / total 0.875055 0.920254 0.896528 17355
Classification report for turbine 1, turbine category 11
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 0.008621 0.027778 0.013158 36
19 0.965832 0.925950 0.945471 13707
20 0.954927 0.916194 0.935160 3353
avg / total 0.947326 0.908384 0.927435 17355
Classification report for turbine 1, turbine category 12
precision recall f1-score support
10.0 0.000000 0.000000 0.000000 0
11.0 0.000000 0.000000 0.000000 0
12.0 0.000000 0.000000 0.000000 0
13.0 0.000000 0.000000 0.000000 0
14.0 0.000000 0.000000 0.000000 0
15.0 0.000000 0.000000 0.000000 0
16.0 0.000000 0.000000 0.000000 0
17.0 0.000000 0.000000 0.000000 0
18.0 0.000000 0.000000 0.000000 0
19.0 0.983611 0.986000 0.984804 14000
20.0 0.955747 0.926975 0.941141 3355
avg / total 0.978225 0.974589 0.976363 17355
Classification report for turbine 1, turbine category 13
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 0.963356 0.973751 0.968526 13715
20 0.957065 0.892174 0.923481 3348
avg / total 0.945934 0.941631 0.943540 17355
------------------------------------------------------------------------
Classification report for turbine 2, turbine category 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 0.967215 0.949882 0.958470 16461
20 0.940916 0.816786 0.874468 3646
avg / total 0.948670 0.912496 0.929736 20399
Classification report for turbine 2, turbine category 1
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 0.968709 0.989187 0.978841 16462
20 0.946503 0.932217 0.939306 3644
avg / total 0.950828 0.964802 0.957719 20399
Classification report for turbine 2, turbine category 2
precision recall f1-score support
19 0.984890 0.988713 0.986798 16745
20 0.947339 0.930487 0.938837 3654
avg / total 0.978164 0.978283 0.978207 20399
Classification report for turbine 2, turbine category 3
precision recall f1-score support
10 0.163303 0.635714 0.259854 280
11 0.007863 0.069182 0.014121 159
12 0.003824 0.013889 0.005997 144
13 0.012802 0.062500 0.021251 144
14 0.014477 0.090278 0.024952 144
15 0.008427 0.020833 0.012000 144
16 0.000000 0.000000 0.000000 144
17 0.000000 0.000000 0.000000 144
18 0.017094 0.138889 0.030441 144
19 0.913175 0.695627 0.789692 15573
20 0.937615 0.453685 0.611488 3379
avg / total 0.855150 0.617775 0.708502 20399
Classification report for turbine 2, turbine category 4
precision recall f1-score support
10 0.681102 0.070555 0.127864 2452
11 0.000000 0.000000 0.000000 72
12 0.111111 0.041667 0.060606 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 0.947847 0.978003 0.962689 16093
20 0.294492 0.761346 0.424705 1278
avg / total 0.848479 0.827884 0.801667 20399
Classification report for turbine 2, turbine category 5
precision recall f1-score support
10 1.000000 0.006061 0.012048 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 0.969569 0.986701 0.978060 16468
20 0.794635 0.922777 0.853926 3082
avg / total 0.918963 0.936075 0.918793 20399
Classification report for turbine 2, turbine category 6
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 0.956429 0.987827 0.971874 16266
20 0.890384 0.930560 0.910029 3413
avg / total 0.911621 0.943380 0.927224 20399
Classification report for turbine 2, turbine category 7
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 0.959236 0.968756 0.963972 16323
20 0.899494 0.879616 0.889444 3439
avg / total 0.919210 0.923477 0.921306 20399
Classification report for turbine 2, turbine category 8
precision recall f1-score support
10.0 0.000000 0.000000 0.000000 0
11.0 0.000000 0.000000 0.000000 0
12.0 0.000000 0.000000 0.000000 0
13.0 0.000000 0.000000 0.000000 0
14.0 0.000000 0.000000 0.000000 0
15.0 0.000000 0.000000 0.000000 0
16.0 0.000000 0.000000 0.000000 0
17.0 0.000000 0.000000 0.000000 0
18.0 0.000000 0.000000 0.000000 0
19.0 0.984753 0.894834 0.937643 16745
20.0 0.911182 0.466065 0.616694 3654
avg / total 0.971574 0.818030 0.880152 20399
Classification report for turbine 2, turbine category 9
precision recall f1-score support
19 0.984890 0.988713 0.986798 16745
20 0.947339 0.930487 0.938837 3654
avg / total 0.978164 0.978283 0.978207 20399
Classification report for turbine 2, turbine category 10
precision recall f1-score support
19 0.984890 0.988713 0.986798 16745
20 0.947339 0.930487 0.938837 3654
avg / total 0.978164 0.978283 0.978207 20399
Classification report for turbine 2, turbine category 11
precision recall f1-score support
10 0.000000 0.000000 0.000000 53
11 0.000000 0.000000 0.000000 288
12 0.052632 0.003472 0.006515 288
13 0.000000 0.000000 0.000000 288
14 0.000000 0.000000 0.000000 288
15 0.020833 0.007353 0.010870 272
16 0.000000 0.000000 0.000000 252
17 0.008547 0.003968 0.005420 252
18 0.000000 0.000000 0.000000 252
19 0.865179 0.967094 0.913302 14678
20 0.910343 0.928612 0.919387 3488
avg / total 0.779321 0.854846 0.814671 20399
Classification report for turbine 2, turbine category 12
precision recall f1-score support
19 0.984890 0.988713 0.986798 16745
20 0.947339 0.930487 0.938837 3654
avg / total 0.978164 0.978283 0.978207 20399
Classification report for turbine 2, turbine category 13
precision recall f1-score support
19 0.984890 0.988713 0.986798 16745
20 0.947339 0.930487 0.938837 3654
avg / total 0.978164 0.978283 0.978207 20399
------------------------------------------------------------------------
Classification report for turbine 2, turbine category 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 0.955792 0.979429 0.967466 17549
20 0.857895 0.808751 0.832598 2217
avg / total 0.915493 0.930487 0.922787 20399
Classification report for turbine 2, turbine category 1
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 0.100000 0.004630 0.008850 216
15 0.052632 0.004630 0.008511 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 0.904506 0.982955 0.942100 16603
20 0.658709 0.890616 0.757306 1673
avg / total 0.791828 0.873180 0.829080 20399
Classification report for turbine 2, turbine category 2
precision recall f1-score support
19 0.985827 0.987843 0.986834 18096
20 0.902913 0.888406 0.895601 2303
avg / total 0.976466 0.976617 0.976534 20399
Classification report for turbine 2, turbine category 3
precision recall f1-score support
10 0.034409 0.165803 0.056990 193
11 0.004149 0.002525 0.003140 396
12 0.005319 0.002525 0.003425 396
13 0.000000 0.000000 0.000000 396
14 0.007380 0.005333 0.006192 375
15 0.029240 0.015432 0.020202 324
16 0.006897 0.003378 0.004535 296
17 0.006667 0.003472 0.004566 288
18 0.001664 0.003472 0.002250 288
19 0.848163 0.882037 0.864768 15649
20 0.710737 0.493326 0.582403 1798
avg / total 0.714637 0.722290 0.716000 20399
Classification report for turbine 2, turbine category 4
precision recall f1-score support
10 0.005556 0.008850 0.006826 452
11 0.090909 0.013746 0.023881 291
12 0.000000 0.000000 0.000000 184
13 0.025000 0.006944 0.010870 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 126
18 0.020408 0.009259 0.012739 108
19 0.919286 0.936205 0.927669 16898
20 0.655206 0.767007 0.706712 1764
avg / total 0.819876 0.842345 0.830206 20399
Classification report for turbine 2, turbine category 5
precision recall f1-score support
10.0 0.000000 0.000000 0.000000 0
11.0 0.000000 0.000000 0.000000 0
12.0 0.000000 0.000000 0.000000 0
13.0 0.000000 0.000000 0.000000 0
14.0 0.000000 0.000000 0.000000 0
15.0 0.000000 0.000000 0.000000 0
16.0 0.000000 0.000000 0.000000 0
18.0 0.000000 0.000000 0.000000 0
19.0 0.985691 0.978338 0.982001 18096
20.0 0.906506 0.719931 0.802517 2303
avg / total 0.976751 0.949164 0.961737 20399
Classification report for turbine 2, turbine category 6
precision recall f1-score support
10 0.043860 0.009294 0.015337 538
11 0.012658 0.004098 0.006192 244
12 0.000000 0.000000 0.000000 216
13 0.074074 0.009259 0.016461 216
14 0.000000 0.000000 0.000000 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 0.913726 0.970219 0.941125 16789
20 0.628664 0.823278 0.712929 1641
avg / total 0.804690 0.865140 0.832580 20399
Classification report for turbine 2, turbine category 7
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 0.969705 0.977010 0.973344 17790
20 0.733616 0.819810 0.774322 1898
avg / total 0.913940 0.928330 0.920900 20399
Classification report for turbine 2, turbine category 8
precision recall f1-score support
10.0 0.000000 0.000000 0.000000 0
11.0 0.000000 0.000000 0.000000 0
12.0 0.000000 0.000000 0.000000 0
13.0 0.000000 0.000000 0.000000 0
14.0 0.000000 0.000000 0.000000 0
15.0 0.000000 0.000000 0.000000 0
16.0 0.000000 0.000000 0.000000 0
17.0 0.000000 0.000000 0.000000 0
18.0 0.000000 0.000000 0.000000 0
19.0 0.985750 0.967175 0.976374 18096
20.0 0.903587 0.874946 0.889036 2303
avg / total 0.976474 0.956763 0.966514 20399
Classification report for turbine 2, turbine category 9
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 0.887663 0.987061 0.934727 16307
20 0.571050 0.885089 0.694206 1462
avg / total 0.750527 0.852493 0.796976 20399
Classification report for turbine 2, turbine category 10
precision recall f1-score support
19 0.985827 0.987843 0.986834 18096
20 0.902913 0.888406 0.895601 2303
avg / total 0.976466 0.976617 0.976534 20399
Classification report for turbine 2, turbine category 11
precision recall f1-score support
10 0.037037 0.080000 0.050633 25
11 0.054726 0.076389 0.063768 144
12 0.019139 0.027778 0.022663 144
13 0.005814 0.006944 0.006329 144
14 0.025237 0.055556 0.034707 144
15 0.008039 0.034722 0.013055 144
16 0.010622 0.048611 0.017435 144
17 0.002451 0.006944 0.003623 144
18 0.008086 0.020833 0.011650 144
19 0.932070 0.844413 0.886079 17013
20 0.865180 0.772748 0.816356 2209
avg / total 0.872039 0.789990 0.828688 20399
Classification report for turbine 2, turbine category 12
precision recall f1-score support
19 0.985827 0.987843 0.986834 18096
20 0.902913 0.888406 0.895601 2303
avg / total 0.976466 0.976617 0.976534 20399
Classification report for turbine 2, turbine category 13
precision recall f1-score support
19 0.985827 0.987843 0.986834 18096
20 0.902913 0.888406 0.895601 2303
avg / total 0.976466 0.976617 0.976534 20399
------------------------------------------------------------------------
Classification report for turbine 2, turbine category 0
precision recall f1-score support
10 0.000000 0.000000 0.000000 151
11 0.014085 0.005556 0.007968 180
12 0.033333 0.013423 0.019139 149
13 0.022727 0.006944 0.010638 144
14 0.010989 0.006944 0.008511 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 0.925656 0.945031 0.935243 15718
20 0.881301 0.937176 0.908380 3470
avg / total 0.863764 0.887838 0.875498 20399
Classification report for turbine 2, turbine category 1
precision recall f1-score support
10 0.023256 0.350000 0.043614 20
11 0.075881 0.777778 0.138272 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 0.989958 0.922408 0.954990 16780
20 0.841146 0.780429 0.809651 3311
avg / total 0.951014 0.887151 0.917267 20399
Classification report for turbine 2, turbine category 2
precision recall f1-score support
19 0.990314 0.980872 0.985571 16782
20 0.915012 0.955488 0.934812 3617
avg / total 0.976962 0.976371 0.976570 20399
Classification report for turbine 2, turbine category 3
precision recall f1-score support
10 0.256198 0.346645 0.294637 626
11 0.063613 0.044883 0.052632 557
12 0.030864 0.021231 0.025157 471
13 0.014388 0.013129 0.013730 457
14 0.028814 0.043257 0.034588 393
15 0.000000 0.000000 0.000000 360
16 0.022624 0.015198 0.018182 329
17 0.020548 0.019544 0.020033 307
18 0.017123 0.017361 0.017241 288
19 0.832289 0.839443 0.835850 14076
20 0.672862 0.642604 0.657385 2535
avg / total 0.670029 0.673366 0.671331 20399
Classification report for turbine 2, turbine category 4
precision recall f1-score support
10.0 0.000000 0.000000 0.000000 0
11.0 0.000000 0.000000 0.000000 0
12.0 0.000000 0.000000 0.000000 0
13.0 0.000000 0.000000 0.000000 0
14.0 0.000000 0.000000 0.000000 0
15.0 0.000000 0.000000 0.000000 0
16.0 0.000000 0.000000 0.000000 0
17.0 0.000000 0.000000 0.000000 0
18.0 0.000000 0.000000 0.000000 0
19.0 0.990013 0.939161 0.963917 16782
20.0 0.910518 0.753940 0.824864 3617
avg / total 0.975917 0.906319 0.939261 20399
Classification report for turbine 2, turbine category 5
precision recall f1-score support
10.0 0.000000 0.000000 0.000000 0
11.0 0.000000 0.000000 0.000000 0
12.0 0.000000 0.000000 0.000000 0
13.0 0.000000 0.000000 0.000000 0
14.0 0.000000 0.000000 0.000000 0
15.0 0.000000 0.000000 0.000000 0
16.0 0.000000 0.000000 0.000000 0
17.0 0.000000 0.000000 0.000000 0
18.0 0.000000 0.000000 0.000000 0
19.0 0.990297 0.973066 0.981606 16782
20.0 0.910026 0.880840 0.895195 3617
avg / total 0.976064 0.956714 0.966284 20399
Classification report for turbine 2, turbine category 6
precision recall f1-score support
10.0 0.000000 0.000000 0.000000 0
11.0 0.000000 0.000000 0.000000 0
12.0 0.000000 0.000000 0.000000 0
13.0 0.000000 0.000000 0.000000 0
14.0 0.000000 0.000000 0.000000 0
15.0 0.000000 0.000000 0.000000 0
16.0 0.000000 0.000000 0.000000 0
17.0 0.000000 0.000000 0.000000 0
18.0 0.000000 0.000000 0.000000 0
19.0 0.990022 0.951913 0.970594 16782
20.0 0.908402 0.828034 0.866358 3617
avg / total 0.975550 0.929948 0.952111 20399
Classification report for turbine 2, turbine category 7
precision recall f1-score support
10.0 0.000000 0.000000 0.000000 0
11.0 0.000000 0.000000 0.000000 0
12.0 0.000000 0.000000 0.000000 0
13.0 0.000000 0.000000 0.000000 0
14.0 0.000000 0.000000 0.000000 0
15.0 0.000000 0.000000 0.000000 0
16.0 0.000000 0.000000 0.000000 0
17.0 0.000000 0.000000 0.000000 0
18.0 0.000000 0.000000 0.000000 0
19.0 0.990375 0.962639 0.976310 16782
20.0 0.895695 0.707492 0.790547 3617
avg / total 0.973587 0.917398 0.943372 20399
Classification report for turbine 2, turbine category 8
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 0.032258 0.027778 0.029851 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 0.972559 0.958639 0.965549 16489
20 0.913812 0.929737 0.921706 3615
avg / total 0.948140 0.939703 0.943869 20399
Classification report for turbine 2, turbine category 9
precision recall f1-score support
10 0.094891 0.123028 0.107143 317
11 0.000000 0.000000 0.000000 112
12 0.000000 0.000000 0.000000 108
13 0.048193 0.037037 0.041885 108
14 0.000000 0.000000 0.000000 108
15 0.009434 0.009259 0.009346 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 0.944570 0.944038 0.944304 15993
20 0.811121 0.810618 0.810870 3221
avg / total 0.870407 0.870288 0.870315 20399
Classification report for turbine 2, turbine category 10
precision recall f1-score support
19 0.990314 0.980872 0.985571 16782
20 0.915012 0.955488 0.934812 3617
avg / total 0.976962 0.976371 0.976570 20399
Classification report for turbine 2, turbine category 11
precision recall f1-score support
10 0.014925 0.052632 0.023256 19
11 0.040404 0.074074 0.052288 108
12 0.005000 0.009259 0.006494 108
13 0.000000 0.000000 0.000000 108
14 0.000000 0.000000 0.000000 108
15 0.015464 0.027778 0.019868 108
16 0.021429 0.027778 0.024194 108
17 0.012987 0.027778 0.017699 108
18 0.000000 0.000000 0.000000 108
19 0.944065 0.902586 0.922860 15932
20 0.910011 0.902902 0.906443 3584
avg / total 0.897735 0.864503 0.880688 20399
Classification report for turbine 2, turbine category 12
precision recall f1-score support
19 0.990314 0.980872 0.985571 16782
20 0.915012 0.955488 0.934812 3617
avg / total 0.976962 0.976371 0.976570 20399
Classification report for turbine 2, turbine category 13
precision recall f1-score support
19 0.990314 0.980872 0.985571 16782
20 0.915012 0.955488 0.934812 3617
avg / total 0.976962 0.976371 0.976570 20399
------------------------------------------------------------------------
Classification report for turbine 2, turbine category 0
precision recall f1-score support
10 0.011583 0.035714 0.017493 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 0.018018 0.055556 0.027211 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 0.958172 0.953595 0.955878 16119
20 0.952327 0.859631 0.903608 3904
avg / total 0.939472 0.918280 0.928376 20399
Classification report for turbine 2, turbine category 1
precision recall f1-score support
10.0 0.000000 0.000000 0.000000 0
11.0 0.000000 0.000000 0.000000 0
12.0 0.000000 0.000000 0.000000 0
13.0 0.000000 0.000000 0.000000 0
14.0 0.000000 0.000000 0.000000 0
15.0 0.000000 0.000000 0.000000 0
16.0 0.000000 0.000000 0.000000 0
17.0 0.000000 0.000000 0.000000 0
18.0 0.000000 0.000000 0.000000 0
19.0 0.976695 0.951843 0.964109 16467
20.0 0.956461 0.865972 0.908970 3932
avg / total 0.972795 0.935291 0.953481 20399
Classification report for turbine 2, turbine category 2
precision recall f1-score support
19 0.977523 0.990405 0.983922 16467
20 0.957470 0.904629 0.930299 3932
avg / total 0.973658 0.973871 0.973586 20399
Classification report for turbine 2, turbine category 3
precision recall f1-score support
10 0.156580 0.399510 0.224983 408
11 0.018824 0.020151 0.019465 397
12 0.021077 0.022727 0.021871 396
13 0.013333 0.012626 0.012970 396
14 0.021084 0.018041 0.019444 388
15 0.013043 0.009967 0.011299 301
16 0.000000 0.000000 0.000000 252
17 0.010989 0.011905 0.011429 252
18 0.000000 0.000000 0.000000 229
19 0.833928 0.845411 0.839631 14089
20 0.778698 0.599818 0.677652 3291
avg / total 0.706494 0.690377 0.695468 20399
Classification report for turbine 2, turbine category 4
precision recall f1-score support
10 0.044395 0.171674 0.070547 233
11 0.000000 0.000000 0.000000 86
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 0.957843 0.947942 0.952867 16155
20 0.849050 0.679041 0.754588 3421
avg / total 0.901461 0.866562 0.881977 20399
Classification report for turbine 2, turbine category 5
precision recall f1-score support
10.0 0.000000 0.000000 0.000000 0
11.0 0.000000 0.000000 0.000000 0
12.0 0.000000 0.000000 0.000000 0
13.0 0.000000 0.000000 0.000000 0
14.0 0.000000 0.000000 0.000000 0
16.0 0.000000 0.000000 0.000000 0
17.0 0.000000 0.000000 0.000000 0
18.0 0.000000 0.000000 0.000000 0
19.0 0.977529 0.988037 0.982755 16467
20.0 0.955971 0.844863 0.896989 3932
avg / total 0.973374 0.960439 0.966223 20399
Classification report for turbine 2, turbine category 6
precision recall f1-score support
10 0.019868 0.230769 0.036585 26
11 0.007143 0.013889 0.009434 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 0.961232 0.969007 0.965104 16197
20 0.873766 0.811389 0.841423 3600
avg / total 0.917480 0.912937 0.914875 20399
Classification report for turbine 2, turbine category 7
precision recall f1-score support
10 0.250000 0.166667 0.200000 24
11 0.100000 0.050000 0.066667 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 0.961215 0.980859 0.970938 16196
20 0.947457 0.872138 0.908238 3887
avg / total 0.944193 0.945242 0.944316 20399
Classification report for turbine 2, turbine category 8
precision recall f1-score support
10 0.076271 0.014446 0.024291 623
11 0.051471 0.017722 0.026365 395
12 0.024096 0.006557 0.010309 305
13 0.018182 0.004505 0.007220 222
14 0.000000 0.000000 0.000000 180
15 0.030303 0.005556 0.009390 180
16 0.000000 0.000000 0.000000 180
17 0.038462 0.005556 0.009709 180
18 0.000000 0.000000 0.000000 180
19 0.888807 0.968748 0.927057 14943
20 0.729978 0.871803 0.794612 3011
avg / total 0.763323 0.839355 0.798045 20399
Classification report for turbine 2, turbine category 9
precision recall f1-score support
10 0.088353 0.068536 0.077193 321
11 0.000000 0.000000 0.000000 144
12 0.025424 0.020833 0.022901 144
13 0.021978 0.013889 0.017021 144
14 0.006897 0.006944 0.006920 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 0.016129 0.018519 0.017241 108
19 0.918387 0.935686 0.926956 15502
20 0.860000 0.836246 0.847957 3548
avg / total 0.849357 0.857983 0.853552 20399
Classification report for turbine 2, turbine category 10
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 0.976624 0.990396 0.983462 16452
20 0.879946 0.897337 0.888557 3643
avg / total 0.944805 0.959018 0.951857 20399
Classification report for turbine 2, turbine category 11
precision recall f1-score support
10 0.003745 0.055556 0.007018 18
11 0.038627 0.083333 0.052786 108
12 0.015707 0.027778 0.020067 108
13 0.013158 0.018519 0.015385 108
14 0.011696 0.018519 0.014337 108
15 0.010753 0.018519 0.013605 108
16 0.005000 0.009259 0.006494 108
17 0.003509 0.009259 0.005089 108
18 0.000000 0.000000 0.000000 108
19 0.935157 0.906426 0.920567 15656
20 0.944043 0.812743 0.873486 3861
avg / total 0.896929 0.850532 0.872536 20399
Classification report for turbine 2, turbine category 12
precision recall f1-score support
19 0.977523 0.990405 0.983922 16467
20 0.957470 0.904629 0.930299 3932
avg / total 0.973658 0.973871 0.973586 20399
Classification report for turbine 2, turbine category 13
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 0.960141 0.990233 0.974955 16177
20 0.951817 0.904117 0.927354 3911
avg / total 0.943907 0.958625 0.950965 20399
------------------------------------------------------------------------
Classification report for turbine 2, turbine category 0
precision recall f1-score support
10 0.008889 0.250000 0.017167 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 0.971760 0.952916 0.962246 13614
20 0.951479 0.936816 0.944091 6489
avg / total 0.951212 0.934065 0.942515 20399
Classification report for turbine 2, turbine category 1
precision recall f1-score support
10 0.000000 0.000000 0.000000 86
11 0.000000 0.000000 0.000000 72
12 0.011905 0.013889 0.012821 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 0.956586 0.962299 0.959434 13395
20 0.931675 0.909492 0.920450 6342
avg / total 0.917840 0.914702 0.916223 20399
Classification report for turbine 2, turbine category 2
precision recall f1-score support
19 0.986139 0.982787 0.984460 13827
20 0.964043 0.970937 0.967478 6572
avg / total 0.979020 0.978970 0.978989 20399
Classification report for turbine 2, turbine category 3
precision recall f1-score support
10 0.034989 0.584906 0.066028 53
11 0.000000 0.000000 0.000000 72
12 0.034739 0.194444 0.058947 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 0.967548 0.857396 0.909148 13527
20 0.928476 0.779753 0.847641 6243
avg / total 0.925970 0.809402 0.862670 20399
Classification report for turbine 2, turbine category 4
precision recall f1-score support
10.0 0.000000 0.000000 0.000000 0
11.0 0.000000 0.000000 0.000000 0
12.0 0.000000 0.000000 0.000000 0
13.0 0.000000 0.000000 0.000000 0
14.0 0.000000 0.000000 0.000000 0
15.0 0.000000 0.000000 0.000000 0
16.0 0.000000 0.000000 0.000000 0
17.0 0.000000 0.000000 0.000000 0
18.0 0.000000 0.000000 0.000000 0
19.0 0.986208 0.951544 0.968566 13827
20.0 0.941268 0.551126 0.695202 6572
avg / total 0.971730 0.822540 0.880495 20399
Classification report for turbine 2, turbine category 5
precision recall f1-score support
10.0 0.000000 0.000000 0.000000 0
11.0 0.000000 0.000000 0.000000 0
13.0 0.000000 0.000000 0.000000 0
14.0 0.000000 0.000000 0.000000 0
16.0 0.000000 0.000000 0.000000 0
19.0 0.986103 0.980184 0.983134 13827
20.0 0.949116 0.596013 0.732218 6572
avg / total 0.974187 0.856415 0.902296 20399
Classification report for turbine 2, turbine category 6
precision recall f1-score support
10 0.000000 0.000000 0.000000 16
11 0.000000 0.000000 0.000000 144
12 0.127660 0.041667 0.062827 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 0.921152 0.961112 0.940708 12909
20 0.931341 0.911895 0.921515 6322
avg / total 0.872468 0.891122 0.881341 20399
Classification report for turbine 2, turbine category 7
precision recall f1-score support
10.0 0.000000 0.000000 0.000000 0
11.0 0.000000 0.000000 0.000000 0
12.0 0.000000 0.000000 0.000000 0
13.0 0.000000 0.000000 0.000000 0
14.0 0.000000 0.000000 0.000000 0
15.0 0.000000 0.000000 0.000000 0
16.0 0.000000 0.000000 0.000000 0
17.0 0.000000 0.000000 0.000000 0
18.0 0.000000 0.000000 0.000000 0
19.0 0.986151 0.973313 0.979690 13827
20.0 0.963360 0.916159 0.939167 6572
avg / total 0.978808 0.954900 0.966635 20399
Classification report for turbine 2, turbine category 8
precision recall f1-score support
10 0.326316 0.037304 0.066955 831
11 0.000000 0.000000 0.000000 432
12 0.014925 0.002597 0.004425 385
13 0.000000 0.000000 0.000000 324
14 0.000000 0.000000 0.000000 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 0.000000 0.000000 0.000000 288
19 0.811070 0.957800 0.878349 11398
20 0.827070 0.953442 0.885772 5563
avg / total 0.692312 0.796755 0.735149 20399
Classification report for turbine 2, turbine category 9
precision recall f1-score support
10 0.629139 0.087638 0.153846 4336
11 0.039130 0.013997 0.020619 643
12 0.027624 0.009259 0.013870 540
13 0.018750 0.005976 0.009063 502
14 0.023529 0.009259 0.013289 432
15 0.041096 0.013889 0.020761 432
16 0.000000 0.000000 0.000000 432
17 0.067416 0.014778 0.024242 406
18 0.030120 0.013263 0.018416 377
19 0.764479 0.914938 0.832968 10604
20 0.233010 0.807080 0.361618 1695
avg / total 0.556182 0.563165 0.498535 20399
Classification report for turbine 2, turbine category 10
precision recall f1-score support
11.0 0.000000 0.000000 0.000000 0
13.0 0.000000 0.000000 0.000000 0
14.0 0.000000 0.000000 0.000000 0
18.0 0.000000 0.000000 0.000000 0
19.0 0.986139 0.982787 0.984460 13827
20.0 0.964531 0.959982 0.962251 6572
avg / total 0.979178 0.975440 0.977305 20399
Classification report for turbine 2, turbine category 11
precision recall f1-score support
10 0.064516 0.166667 0.093023 12
11 0.129032 0.111111 0.119403 72
12 0.011494 0.013889 0.012579 72
13 0.011905 0.013889 0.012821 72
14 0.017241 0.027778 0.021277 72
15 0.009132 0.027778 0.013746 72
16 0.008850 0.013889 0.010811 72
17 0.021277 0.041667 0.028169 72
18 0.006061 0.013889 0.008439 72
19 0.953230 0.927949 0.940420 13310
20 0.957659 0.946316 0.951954 6501
avg / total 0.927961 0.908084 0.917845 20399
Classification report for turbine 2, turbine category 12
precision recall f1-score support
19 0.986139 0.982787 0.984460 13827
20 0.964043 0.970937 0.967478 6572
avg / total 0.979020 0.978970 0.978989 20399
Classification report for turbine 2, turbine category 13
precision recall f1-score support
10 0.153846 0.071429 0.097561 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 0.946314 0.978754 0.962261 13273
20 0.940088 0.969195 0.954419 6395
avg / total 0.910873 0.940879 0.925588 20399
------------------------------------------------------------------------
Classification report for turbine 3, turbine category 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 0.946055 0.956889 0.951441 16678
20 0.835109 0.932099 0.880942 4374
avg / total 0.893341 0.921153 0.906688 21751
Classification report for turbine 3, turbine category 1
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 0.911317 0.956627 0.933422 16070
20 0.808480 0.935530 0.867377 4219
avg / total 0.830115 0.888235 0.857871 21751
Classification report for turbine 3, turbine category 2
precision recall f1-score support
19 0.982157 0.957411 0.969626 17305
20 0.849037 0.932299 0.888722 4446
avg / total 0.954946 0.952278 0.953089 21751
Classification report for turbine 3, turbine category 3
precision recall f1-score support
10 0.000000 0.000000 0.000000 63
11 0.015152 0.013889 0.014493 72
12 0.055556 0.055556 0.055556 72
13 0.000000 0.000000 0.000000 72
14 0.000000 0.000000 0.000000 72
15 0.027027 0.013889 0.018349 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 0.953395 0.945773 0.949569 16763
20 0.833540 0.928029 0.878250 4349
avg / total 0.901745 0.914717 0.907705 21751
Classification report for turbine 3, turbine category 4
precision recall f1-score support
10.0 0.000000 0.000000 0.000000 0
11.0 0.000000 0.000000 0.000000 0
12.0 0.000000 0.000000 0.000000 0
13.0 0.000000 0.000000 0.000000 0
14.0 0.000000 0.000000 0.000000 0
15.0 0.000000 0.000000 0.000000 0
16.0 0.000000 0.000000 0.000000 0
17.0 0.000000 0.000000 0.000000 0
18.0 0.000000 0.000000 0.000000 0
19.0 0.982942 0.922392 0.951705 17305
20.0 0.843299 0.853351 0.848295 4446
avg / total 0.954398 0.908280 0.930568 21751
Classification report for turbine 3, turbine category 5
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 0.957457 0.946200 0.951795 16840
20 0.758932 0.926780 0.834500 3988
avg / total 0.880428 0.902487 0.889900 21751
Classification report for turbine 3, turbine category 6
precision recall f1-score support
10 0.000000 0.000000 0.000000 92
11 0.015228 0.004950 0.007472 606
12 0.025714 0.016667 0.020225 540
13 0.001337 0.001866 0.001558 536
14 0.013245 0.004357 0.006557 459
15 0.014925 0.002469 0.004237 405
16 0.010638 0.002525 0.004082 396
17 0.003876 0.002597 0.003110 385
18 0.206897 0.018809 0.034483 319
19 0.837197 0.874992 0.855677 14775
20 0.635882 0.852687 0.728496 3238
avg / total 0.668302 0.722404 0.691294 21751
Classification report for turbine 3, turbine category 7
precision recall f1-score support
10 0.009202 0.021127 0.012821 142
11 0.000000 0.000000 0.000000 216
12 0.029921 0.087963 0.044653 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 200
17 0.030702 0.077778 0.044025 180
18 0.000000 0.000000 0.000000 180
19 0.896680 0.868634 0.882434 15826
20 0.784931 0.812213 0.798339 4143
avg / total 0.802543 0.788378 0.795012 21751
Classification report for turbine 3, turbine category 8
precision recall f1-score support
10 0.754959 0.774232 0.764474 2507
11 0.124060 0.259685 0.167906 1652
12 0.051084 0.120242 0.071705 1156
13 0.035730 0.106080 0.053455 773
14 0.021963 0.056042 0.031558 571
15 0.015130 0.052109 0.023451 403
16 0.021390 0.037975 0.027366 316
17 0.010870 0.053279 0.018056 244
18 0.003901 0.013889 0.006091 216
19 0.709448 0.272223 0.393468 12082
20 0.410587 0.156745 0.226877 1831
avg / total 0.530391 0.287251 0.346157 21751
Classification report for turbine 3, turbine category 9
precision recall f1-score support
19 0.982157 0.957411 0.969626 17305
20 0.849037 0.932299 0.888722 4446
avg / total 0.954946 0.952278 0.953089 21751
Classification report for turbine 3, turbine category 10
precision recall f1-score support
19 0.982157 0.957411 0.969626 17305
20 0.849037 0.932299 0.888722 4446
avg / total 0.954946 0.952278 0.953089 21751
Classification report for turbine 3, turbine category 11
precision recall f1-score support
10 0.000000 0.000000 0.000000 54
11 0.018868 0.003086 0.005305 324
12 0.000000 0.000000 0.000000 324
13 0.000000 0.000000 0.000000 324
14 0.005495 0.003086 0.003953 324
15 0.000000 0.000000 0.000000 324
16 0.000000 0.000000 0.000000 324
17 0.034483 0.003086 0.005666 324
18 0.000000 0.000000 0.000000 287
19 0.863994 0.937960 0.899459 15232
20 0.744332 0.906905 0.817616 3910
avg / total 0.739725 0.820008 0.777080 21751
Classification report for turbine 3, turbine category 12
precision recall f1-score support
19 0.982157 0.957411 0.969626 17305
20 0.849037 0.932299 0.888722 4446
avg / total 0.954946 0.952278 0.953089 21751
Classification report for turbine 3, turbine category 13
precision recall f1-score support
19 0.982157 0.957411 0.969626 17305
20 0.849037 0.932299 0.888722 4446
avg / total 0.954946 0.952278 0.953089 21751
------------------------------------------------------------------------
Classification report for turbine 3, turbine category 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 0.051282 0.055556 0.053333 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 0.974154 0.959423 0.966732 18385
20 0.900192 0.926572 0.913192 3037
avg / total 0.949177 0.940417 0.944722 21751
Classification report for turbine 3, turbine category 1
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 0.977165 0.896595 0.935148 18471
20 0.892323 0.918313 0.905131 2987
avg / total 0.952351 0.887499 0.918429 21751
Classification report for turbine 3, turbine category 2
precision recall f1-score support
19 0.989299 0.985695 0.987494 18665
20 0.915346 0.935515 0.925321 3086
avg / total 0.978807 0.978576 0.978673 21751
Classification report for turbine 3, turbine category 3
precision recall f1-score support
10.0 0.000000 0.000000 0.000000 0
11.0 0.000000 0.000000 0.000000 0
12.0 0.000000 0.000000 0.000000 0
13.0 0.000000 0.000000 0.000000 0
14.0 0.000000 0.000000 0.000000 0
15.0 0.000000 0.000000 0.000000 0
16.0 0.000000 0.000000 0.000000 0
17.0 0.000000 0.000000 0.000000 0
18.0 0.000000 0.000000 0.000000 0
19.0 0.989188 0.970533 0.979772 18665
20.0 0.915837 0.923850 0.919826 3086
avg / total 0.978781 0.963910 0.971267 21751
Classification report for turbine 3, turbine category 4
precision recall f1-score support
10 0.014493 0.040816 0.021390 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 0.000000 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 0.959035 0.981821 0.970294 18098
20 0.898947 0.901915 0.900429 3028
avg / total 0.923145 0.942577 0.932736 21751
Classification report for turbine 3, turbine category 5
precision recall f1-score support
10 0.397849 0.207865 0.273063 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 0.970744 0.953403 0.961995 18306
20 0.897308 0.907868 0.902557 2974
avg / total 0.942938 0.928233 0.935272 21751
Classification report for turbine 3, turbine category 6
precision recall f1-score support
10 0.021739 0.250000 0.040000 4
11 0.050955 0.222222 0.082902 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 0.982186 0.963954 0.972985 18532
20 0.866766 0.795695 0.829711 2927
avg / total 0.953557 0.928785 0.940787 21751
Classification report for turbine 3, turbine category 7
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 0.977887 0.890543 0.932174 18473
20 0.886317 0.859296 0.872597 2985
avg / total 0.952148 0.874259 0.911441 21751
Classification report for turbine 3, turbine category 8
precision recall f1-score support
10 0.031721 0.512821 0.059746 78
11 0.005658 0.013889 0.008040 288
12 0.004751 0.013889 0.007080 288
13 0.007286 0.014760 0.009756 271
14 0.010504 0.019841 0.013736 252
15 0.012384 0.015873 0.013913 252
16 0.007968 0.007937 0.007952 252
17 0.009615 0.007937 0.008696 252
18 0.000000 0.000000 0.000000 252
19 0.895001 0.829923 0.861234 16957
20 0.815700 0.366424 0.505686 2609
avg / total 0.796393 0.693945 0.733121 21751
Classification report for turbine 3, turbine category 9
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 0.842770 0.984980 0.908343 15912
20 0.456563 0.900000 0.605806 1600
avg / total 0.650116 0.786768 0.709063 21751
Classification report for turbine 3, turbine category 10
precision recall f1-score support
19 0.989299 0.985695 0.987494 18665
20 0.915346 0.935515 0.925321 3086
avg / total 0.978807 0.978576 0.978673 21751
Classification report for turbine 3, turbine category 11
precision recall f1-score support
10 0.000000 0.000000 0.000000 6
11 0.003984 0.027778 0.006969 36
12 0.021277 0.138889 0.036900 36
13 0.000000 0.000000 0.000000 36
14 0.000000 0.000000 0.000000 36
15 0.014957 0.194444 0.027778 36
16 0.005814 0.055556 0.010526 36
17 0.000000 0.000000 0.000000 36
18 0.000000 0.000000 0.000000 36
19 0.975436 0.872803 0.921270 18381
20 0.914833 0.838101 0.874788 3076
avg / total 0.953757 0.856788 0.902380 21751
Classification report for turbine 3, turbine category 12
precision recall f1-score support
19 0.989299 0.985695 0.987494 18665
20 0.915346 0.935515 0.925321 3086
avg / total 0.978807 0.978576 0.978673 21751
Classification report for turbine 3, turbine category 13
precision recall f1-score support
19 0.989299 0.985695 0.987494 18665
20 0.915346 0.935515 0.925321 3086
avg / total 0.978807 0.978576 0.978673 21751
------------------------------------------------------------------------
Classification report for turbine 3, turbine category 0
precision recall f1-score support
10.0 0.000000 0.000000 0.000000 0
11.0 0.000000 0.000000 0.000000 0
12.0 0.000000 0.000000 0.000000 0
13.0 0.000000 0.000000 0.000000 0
14.0 0.000000 0.000000 0.000000 0
15.0 0.000000 0.000000 0.000000 0
16.0 0.000000 0.000000 0.000000 0
17.0 0.000000 0.000000 0.000000 0
18.0 0.000000 0.000000 0.000000 0
19.0 0.981079 0.944893 0.962646 15969
20.0 0.954950 0.945866 0.950387 5782
avg / total 0.974134 0.945152 0.959387 21751
Classification report for turbine 3, turbine category 1
precision recall f1-score support
10.0 0.000000 0.000000 0.000000 0
11.0 0.000000 0.000000 0.000000 0
12.0 0.000000 0.000000 0.000000 0
13.0 0.000000 0.000000 0.000000 0
14.0 0.000000 0.000000 0.000000 0
15.0 0.000000 0.000000 0.000000 0
16.0 0.000000 0.000000 0.000000 0
17.0 0.000000 0.000000 0.000000 0
18.0 0.000000 0.000000 0.000000 0
19.0 0.980735 0.924479 0.951776 15969
20.0 0.957407 0.886371 0.920521 5782
avg / total 0.974534 0.914349 0.943468 21751
Classification report for turbine 3, turbine category 2
precision recall f1-score support
19 0.981752 0.983781 0.982766 15969
20 0.954949 0.949498 0.952216 5782
avg / total 0.974627 0.974668 0.974645 21751
Classification report for turbine 3, turbine category 3
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 0.964162 0.956300 0.960215 15698
20 0.956150 0.931573 0.943702 5758
avg / total 0.948964 0.936785 0.942820 21751
Classification report for turbine 3, turbine category 4
precision recall f1-score support
10.0 0.000000 0.000000 0.000000 0
11.0 0.000000 0.000000 0.000000 0
12.0 0.000000 0.000000 0.000000 0
13.0 0.000000 0.000000 0.000000 0
14.0 0.000000 0.000000 0.000000 0
15.0 0.000000 0.000000 0.000000 0
16.0 0.000000 0.000000 0.000000 0
17.0 0.000000 0.000000 0.000000 0
18.0 0.000000 0.000000 0.000000 0
19.0 0.981590 0.968251 0.974875 15969
20.0 0.953651 0.871844 0.910914 5782
avg / total 0.974163 0.942623 0.957872 21751
Classification report for turbine 3, turbine category 5
precision recall f1-score support
10.0 0.000000 0.000000 0.000000 0
11.0 0.000000 0.000000 0.000000 0
12.0 0.000000 0.000000 0.000000 0
13.0 0.000000 0.000000 0.000000 0
14.0 0.000000 0.000000 0.000000 0
15.0 0.000000 0.000000 0.000000 0
16.0 0.000000 0.000000 0.000000 0
17.0 0.000000 0.000000 0.000000 0
18.0 0.000000 0.000000 0.000000 0
19.0 0.981737 0.952658 0.966979 15969
20.0 0.941121 0.696645 0.800636 5782
avg / total 0.970940 0.884603 0.922761 21751
Classification report for turbine 3, turbine category 6
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 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 0.936954 0.963803 0.950189 15250
20 0.945936 0.885051 0.914481 5733
avg / total 0.906239 0.909016 0.907228 21751
Classification report for turbine 3, turbine category 7
precision recall f1-score support
10 0.220000 0.112821 0.149153 195
11 0.000000 0.000000 0.000000 153
12 0.000000 0.000000 0.000000 103
13 0.006536 0.013889 0.008889 72
14 0.000000 0.000000 0.000000 72
15 0.000000 0.000000 0.000000 72
16 0.011765 0.013889 0.012739 72
17 0.000000 0.000000 0.000000 72
18 0.026786 0.041667 0.032609 72
19 0.944158 0.942562 0.943359 15373
20 0.909466 0.882985 0.896030 5495
avg / total 0.899187 0.890488 0.894623 21751
Classification report for turbine 3, turbine category 8
precision recall f1-score support
10 0.000000 0.000000 0.000000 9
11 0.002591 0.013889 0.004367 72
12 0.009488 0.069444 0.016694 72
13 0.016393 0.055556 0.025316 72
14 0.004946 0.069444 0.009234 72
15 0.004464 0.013889 0.006757 72
16 0.000000 0.000000 0.000000 72
17 0.006494 0.013889 0.008850 72
18 0.006173 0.013889 0.008547 72
19 0.951359 0.883617 0.916238 15406
20 0.939545 0.523438 0.672316 5760
avg / total 0.922811 0.765298 0.827265 21751
Classification report for turbine 3, turbine category 9
precision recall f1-score support
10 0.040000 0.028529 0.033304 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 0.000000 0.000000 0.000000 72
19 0.962614 0.913508 0.937418 15643
20 0.802895 0.866420 0.833449 4866
avg / total 0.873141 0.851685 0.861651 21751
Classification report for turbine 3, turbine category 10
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 0.972441 0.983690 0.978033 15819
20 0.922247 0.950350 0.936088 5579
avg / total 0.943785 0.959174 0.951402 21751
Classification report for turbine 3, turbine category 11
precision recall f1-score support
10 0.000000 0.000000 0.000000 20
11 0.006250 0.009259 0.007463 108
12 0.008000 0.009259 0.008584 108
13 0.022727 0.018519 0.020408 108
14 0.011236 0.009259 0.010152 108
15 0.000000 0.000000 0.000000 108
16 0.000000 0.000000 0.000000 108
17 0.005556 0.009259 0.006944 108
18 0.005952 0.018519 0.009009 108
19 0.932073 0.937488 0.934773 15149
20 0.938407 0.735397 0.824591 5718
avg / total 0.896154 0.846628 0.868127 21751
Classification report for turbine 3, turbine category 12
precision recall f1-score support
19 0.981752 0.983781 0.982766 15969
20 0.954949 0.949498 0.952216 5782
avg / total 0.974627 0.974668 0.974645 21751
Classification report for turbine 3, turbine category 13
precision recall f1-score support
19 0.981752 0.983781 0.982766 15969
20 0.954949 0.949498 0.952216 5782
avg / total 0.974627 0.974668 0.974645 21751
------------------------------------------------------------------------
Classification report for turbine 3, turbine category 0
precision recall f1-score support
10 0.000000 0.000000 0.000000 51
11 0.083333 0.041667 0.055556 72
12 0.176471 0.125000 0.146341 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 0.000000 0.000000 0.000000 72
17 0.000000 0.000000 0.000000 72
18 0.000000 0.000000 0.000000 72
19 0.968295 0.979749 0.973988 19950
20 0.813077 0.900341 0.854487 1174
avg / total 0.932944 0.947818 0.940188 21751
Classification report for turbine 3, turbine category 1
precision recall f1-score support
10.0 0.000000 0.000000 0.000000 0
11.0 0.000000 0.000000 0.000000 0
12.0 0.000000 0.000000 0.000000 0
13.0 0.000000 0.000000 0.000000 0
14.0 0.000000 0.000000 0.000000 0
15.0 0.000000 0.000000 0.000000 0
16.0 0.000000 0.000000 0.000000 0
17.0 0.000000 0.000000 0.000000 0
18.0 0.000000 0.000000 0.000000 0
19.0 0.994646 0.969328 0.981824 20507
20.0 0.864275 0.890675 0.877276 1244
avg / total 0.987190 0.964829 0.975844 21751
Classification report for turbine 3, turbine category 2
precision recall f1-score support
19 0.994618 0.991369 0.992991 20507
20 0.864989 0.911576 0.887671 1244
avg / total 0.987205 0.986805 0.986967 21751
Classification report for turbine 3, turbine category 3
precision recall f1-score support
10 0.052632 0.076923 0.062500 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 0.982523 0.976800 0.979653 20259
20 0.835019 0.900924 0.866721 1191
avg / total 0.960881 0.959174 0.959950 21751
Classification report for turbine 3, turbine category 4
precision recall f1-score support
10.0 0.000000 0.000000 0.000000 0
11.0 0.000000 0.000000 0.000000 0
12.0 0.000000 0.000000 0.000000 0
13.0 0.000000 0.000000 0.000000 0
14.0 0.000000 0.000000 0.000000 0
15.0 0.000000 0.000000 0.000000 0
16.0 0.000000 0.000000 0.000000 0
17.0 0.000000 0.000000 0.000000 0
18.0 0.000000 0.000000 0.000000 0
19.0 0.994559 0.980446 0.987452 20507
20.0 0.862177 0.885048 0.873463 1244
avg / total 0.986987 0.974990 0.980932 21751
Classification report for turbine 3, turbine category 5
precision recall f1-score support
10.0 0.000000 0.000000 0.000000 0
11.0 0.000000 0.000000 0.000000 0
12.0 0.000000 0.000000 0.000000 0
13.0 0.000000 0.000000 0.000000 0
14.0 0.000000 0.000000 0.000000 0
15.0 0.000000 0.000000 0.000000 0
16.0 0.000000 0.000000 0.000000 0
17.0 0.000000 0.000000 0.000000 0
18.0 0.000000 0.000000 0.000000 0
19.0 0.995041 0.978446 0.986674 20507
20.0 0.867910 0.897910 0.882655 1244
avg / total 0.987770 0.973840 0.980725 21751
Classification report for turbine 3, turbine category 6
precision recall f1-score support
10 0.000000 0.000000 0.000000 23
11 0.000000 0.000000 0.000000 72
12 0.028037 0.041667 0.033520 72
13 0.000000 0.000000 0.000000 87
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 0.957294 0.968593 0.962911 19741
20 0.834653 0.780428 0.806630 1216
avg / total 0.915586 0.922854 0.919135 21751
Classification report for turbine 3, turbine category 7
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 0.954376 0.947542 0.950947 19692
20 0.820724 0.845047 0.832708 1181
avg / total 0.908595 0.903729 0.906141 21751
Classification report for turbine 3, turbine category 8
precision recall f1-score support
10 0.642066 0.450777 0.529680 386
11 0.008982 0.020833 0.012552 144
12 0.008621 0.013889 0.010638 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 0.013216 0.027778 0.017910 108
19 0.940931 0.920968 0.930843 19372
20 0.650519 0.642369 0.646418 878
avg / total 0.875853 0.854535 0.864768 21751
Classification report for turbine 3, turbine category 9
precision recall f1-score support
10 0.052980 0.142857 0.077295 56
11 0.000000 0.000000 0.000000 72
12 0.000000 0.000000 0.000000 72
13 0.034783 0.046512 0.039801 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 0.031250 0.027778 0.029412 108
18 0.000000 0.000000 0.000000 108
19 0.958055 0.945866 0.951922 19729
20 0.837288 0.826087 0.831650 1196
avg / total 0.915461 0.904050 0.909661 21751
Classification report for turbine 3, turbine category 10
precision recall f1-score support
10.0 0.000000 0.000000 0.000000 0
11.0 0.000000 0.000000 0.000000 0
12.0 0.000000 0.000000 0.000000 0
13.0 0.000000 0.000000 0.000000 0
16.0 0.000000 0.000000 0.000000 0
19.0 0.994610 0.989857 0.992228 20507
20.0 0.864472 0.907556 0.885490 1244
avg / total 0.987167 0.985150 0.986123 21751
Classification report for turbine 3, turbine category 11
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 0.005435 0.027778 0.009091 36
19 0.980534 0.926523 0.952764 20224
20 0.861514 0.868506 0.864996 1232
avg / total 0.960503 0.910717 0.934885 21751
Classification report for turbine 3, turbine category 12
precision recall f1-score support
19 0.994618 0.991369 0.992991 20507
20 0.864989 0.911576 0.887671 1244
avg / total 0.987205 0.986805 0.986967 21751
Classification report for turbine 3, turbine category 13
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 0.981262 0.991644 0.986426 20226
20 0.846682 0.910582 0.877470 1219
avg / total 0.959915 0.973151 0.966442 21751
------------------------------------------------------------------------
Classification report for turbine 3, turbine category 0
precision recall f1-score support
10.0 0.000000 0.000000 0.000000 0
11.0 0.000000 0.000000 0.000000 0
12.0 0.000000 0.000000 0.000000 0
13.0 0.000000 0.000000 0.000000 0
14.0 0.000000 0.000000 0.000000 0
15.0 0.000000 0.000000 0.000000 0
16.0 0.000000 0.000000 0.000000 0
17.0 0.000000 0.000000 0.000000 0
18.0 0.000000 0.000000 0.000000 0
19.0 0.990780 0.978093 0.984396 19446
20.0 0.945861 0.917137 0.931278 2305
avg / total 0.986020 0.971633 0.978767 21751
Classification report for turbine 3, turbine category 1
precision recall f1-score support
10.0 0.000000 0.000000 0.000000 0
11.0 0.000000 0.000000 0.000000 0
12.0 0.000000 0.000000 0.000000 0
13.0 0.000000 0.000000 0.000000 0
14.0 0.000000 0.000000 0.000000 0
15.0 0.000000 0.000000 0.000000 0
16.0 0.000000 0.000000 0.000000 0
17.0 0.000000 0.000000 0.000000 0
18.0 0.000000 0.000000 0.000000 0
19.0 0.990828 0.983236 0.987017 19446
20.0 0.944963 0.878959 0.910766 2305
avg / total 0.985967 0.972185 0.978937 21751
Classification report for turbine 3, turbine category 2
precision recall f1-score support
19 0.990822 0.993726 0.992272 19446
20 0.945730 0.922343 0.933890 2305
avg / total 0.986043 0.986162 0.986085 21751
Classification report for turbine 3, turbine category 3
precision recall f1-score support
10.0 0.000000 0.000000 0.000000 0
11.0 0.000000 0.000000 0.000000 0
12.0 0.000000 0.000000 0.000000 0
13.0 0.000000 0.000000 0.000000 0
14.0 0.000000 0.000000 0.000000 0
15.0 0.000000 0.000000 0.000000 0
16.0 0.000000 0.000000 0.000000 0
17.0 0.000000 0.000000 0.000000 0
18.0 0.000000 0.000000 0.000000 0
19.0 0.990766 0.982104 0.986416 19446
20.0 0.945030 0.895011 0.919340 2305
avg / total 0.985919 0.972875 0.979308 21751
Classification report for turbine 3, turbine category 4
precision recall f1-score support
10 0.045455 0.017544 0.025316 57
11 0.333333 0.083333 0.133333 108
12 0.030303 0.009259 0.014184 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 0.948000 0.986393 0.966815 18593
20 0.916592 0.913724 0.915156 2237
avg / total 0.906553 0.937658 0.921363 21751
Classification report for turbine 3, turbine category 5
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 0.984671 0.983703 0.984187 19329
20 0.868480 0.918868 0.892964 2120
avg / total 0.959675 0.963726 0.961631 21751
Classification report for turbine 3, turbine category 6
precision recall f1-score support
10 0.146341 0.043165 0.066667 139
11 0.028846 0.013889 0.018750 216
12 0.008621 0.004630 0.006024 216
13 0.000000 0.000000 0.000000 201
14 0.033898 0.050000 0.040404 160
15 0.017094 0.027778 0.021164 144
16 0.006098 0.006944 0.006494 144
17 0.000000 0.000000 0.000000 144
18 0.026667 0.041667 0.032520 144
19 0.924030 0.931593 0.927796 18083
20 0.887911 0.887500 0.887705 2160
avg / total 0.858267 0.863960 0.860859 21751
Classification report for turbine 3, turbine category 7
precision recall f1-score support
10 0.039370 0.046729 0.042735 107
11 0.000000 0.000000 0.000000 72
12 0.012048 0.013889 0.012903 72
13 0.000000 0.000000 0.000000 72
14 0.000000 0.000000 0.000000 72
15 0.011905 0.013889 0.012821 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 0.966900 0.960379 0.963629 18980
20 0.856042 0.851533 0.853782 2088
avg / total 0.926170 0.920096 0.923120 21751
Classification report for turbine 3, turbine category 8
precision recall f1-score support
10 0.000000 0.000000 0.000000 4
11 0.000000 0.000000 0.000000 36
12 0.007605 0.055556 0.013378 36
13 0.000000 0.000000 0.000000 36
14 0.000000 0.000000 0.000000 36
15 0.004184 0.027778 0.007273 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 0.976784 0.919710 0.947388 19168
20 0.925214 0.567001 0.703112 2291
avg / total 0.958259 0.870351 0.908975 21751
Classification report for turbine 3, turbine category 9
precision recall f1-score support
10 0.003040 0.050000 0.005731 20
11 0.004386 0.006944 0.005376 144
12 0.013605 0.013889 0.013746 144
13 0.010000 0.015385 0.012121 130
14 0.011407 0.027778 0.016173 108
15 0.003731 0.009259 0.005319 108
16 0.000000 0.000000 0.000000 108
17 0.013793 0.018519 0.015810 108
18 0.015564 0.037037 0.021918 108
19 0.944812 0.908988 0.926554 18514
20 0.919836 0.792386 0.851367 2259
avg / total 0.900139 0.856742 0.877583 21751
Classification report for turbine 3, turbine category 10
precision recall f1-score support
10.0 0.000000 0.000000 0.000000 0
11.0 0.000000 0.000000 0.000000 0
13.0 0.000000 0.000000 0.000000 0
14.0 0.000000 0.000000 0.000000 0
19.0 0.990814 0.992852 0.991832 19446
20.0 0.946030 0.920174 0.932923 2305
avg / total 0.986068 0.985150 0.985589 21751
Classification report for turbine 3, turbine category 11
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 0.008475 0.027778 0.012987 36
14 0.000000 0.000000 0.000000 36
15 0.000000 0.000000 0.000000 36
16 0.015464 0.083333 0.026087 36
17 0.000000 0.000000 0.000000 36
18 0.000000 0.000000 0.000000 36
19 0.977967 0.940602 0.958921 19159
20 0.946085 0.878155 0.910855 2298
avg / total 0.961420 0.921475 0.940946 21751
Classification report for turbine 3, turbine category 12
precision recall f1-score support
19 0.990822 0.993726 0.992272 19446
20 0.945730 0.922343 0.933890 2305
avg / total 0.986043 0.986162 0.986085 21751
Classification report for turbine 3, turbine category 13
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 0.200000 0.027778 0.048780 36
17 0.000000 0.000000 0.000000 36
18 0.000000 0.000000 0.000000 36
19 0.970931 0.992024 0.981364 19057
20 0.923899 0.920621 0.922257 2255
avg / total 0.946790 0.964645 0.955510 21751
------------------------------------------------------------------------
Classification report for turbine 4, turbine category 0
precision recall f1-score support
10 0.027027 0.100000 0.042553 50
11 0.018692 0.166667 0.033613 36
12 0.000000 0.000000 0.000000 36
13 0.018018 0.166667 0.032520 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 0.968309 0.728054 0.831168 17794
20 0.877803 0.835980 0.856381 3652
avg / total 0.938234 0.735632 0.822706 21784
Classification report for turbine 4, turbine category 1
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 0.944067 0.981655 0.962494 17280
20 0.871593 0.917264 0.893846 3626
avg / total 0.893953 0.931372 0.912274 21784
Classification report for turbine 4, turbine category 2
precision recall f1-score support
19 0.983025 0.981441 0.982233 17997
20 0.912474 0.919461 0.915954 3787
avg / total 0.970760 0.970667 0.970711 21784
Classification report for turbine 4, turbine category 3
precision recall f1-score support
10.0 0.000000 0.000000 0.000000 0
11.0 0.000000 0.000000 0.000000 0
12.0 0.000000 0.000000 0.000000 0
13.0 0.000000 0.000000 0.000000 0
14.0 0.000000 0.000000 0.000000 0
15.0 0.000000 0.000000 0.000000 0
16.0 0.000000 0.000000 0.000000 0
17.0 0.000000 0.000000 0.000000 0
18.0 0.000000 0.000000 0.000000 5
19.0 0.980148 0.831481 0.899714 17992
20.0 0.911488 0.894640 0.902985 3787
avg / total 0.967987 0.842270 0.900076 21784
Classification report for turbine 4, turbine category 4
precision recall f1-score support
19 0.983025 0.981441 0.982233 17997
20 0.912474 0.919461 0.915954 3787
avg / total 0.970760 0.970667 0.970711 21784
Classification report for turbine 4, turbine category 5
precision recall f1-score support
10 0.005618 0.013889 0.008000 72
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 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 0.931951 0.969583 0.950395 17063
20 0.804231 0.848512 0.825778 3360
avg / total 0.854045 0.890378 0.871822 21784
Classification report for turbine 4, turbine category 6
precision recall f1-score support
10 0.182405 0.455645 0.260519 496
11 0.034483 0.020045 0.025352 449
12 0.004902 0.002703 0.003484 370
13 0.000000 0.000000 0.000000 307
14 0.000000 0.000000 0.000000 252
15 0.021505 0.007937 0.011594 252
16 0.000000 0.000000 0.000000 252
17 0.000000 0.000000 0.000000 252
18 0.007519 0.004115 0.005319 243
19 0.876643 0.929277 0.902193 16006
20 0.712551 0.605852 0.654884 2905
avg / total 0.744424 0.774559 0.756933 21784
Classification report for turbine 4, turbine category 7
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 0.955866 0.981653 0.968588 17496
20 0.889937 0.919329 0.904394 3694
avg / total 0.918622 0.944317 0.931291 21784
Classification report for turbine 4, turbine category 8
precision recall f1-score support
10 0.454545 0.299517 0.361095 1035
11 0.067210 0.052215 0.058771 632
12 0.026316 0.020492 0.023041 488
13 0.024217 0.036325 0.029060 468
14 0.022642 0.026966 0.024615 445
15 0.015464 0.013889 0.014634 432
16 0.027897 0.030093 0.028953 432
17 0.049793 0.027778 0.035661 432
18 0.023411 0.016204 0.019152 432
19 0.811958 0.811519 0.811738 14776
20 0.546704 0.701175 0.614379 2212
avg / total 0.633692 0.640929 0.635441 21784
Classification report for turbine 4, turbine category 9
precision recall f1-score support
10 0.066667 0.009756 0.017021 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 0.950343 0.979718 0.964807 17405
20 0.785059 0.883728 0.831477 3294
avg / total 0.878643 0.916498 0.896752 21784
Classification report for turbine 4, turbine category 10
precision recall f1-score support
19 0.983025 0.981441 0.982233 17997
20 0.912474 0.919461 0.915954 3787
avg / total 0.970760 0.970667 0.970711 21784
Classification report for turbine 4, turbine category 11
precision recall f1-score support
10 0.000000 0.000000 0.000000 57
11 0.152672 0.061728 0.087912 324
12 0.016393 0.003086 0.005195 324
13 0.000000 0.000000 0.000000 324
14 0.027523 0.009259 0.013857 324
15 0.054299 0.037037 0.044037 324
16 0.000000 0.000000 0.000000 324
17 0.000000 0.000000 0.000000 319
18 0.038314 0.034722 0.036430 288
19 0.867481 0.935809 0.900351 15781
20 0.826599 0.909867 0.866237 3395
avg / total 0.761492 0.821842 0.789971 21784
Classification report for turbine 4, turbine category 12
precision recall f1-score support
19 0.983025 0.981441 0.982233 17997
20 0.912474 0.919461 0.915954 3787
avg / total 0.970760 0.970667 0.970711 21784
Classification report for turbine 4, turbine category 13
precision recall f1-score support
19 0.983025 0.981441 0.982233 17997
20 0.912474 0.919461 0.915954 3787
avg / total 0.970760 0.970667 0.970711 21784
------------------------------------------------------------------------
Classification report for turbine 4, turbine category 0
precision recall f1-score support
10 0.000000 0.000000 0.000000 27
11 0.075862 0.068323 0.071895 161
12 0.006897 0.006944 0.006920 144
13 0.004016 0.006944 0.005089 144
14 0.007299 0.006944 0.007117 144
15 0.009091 0.006944 0.007874 144
16 0.008547 0.006944 0.007663 144
17 0.027972 0.027778 0.027875 144
18 0.035398 0.027778 0.031128 144
19 0.921302 0.908569 0.914891 14109
20 0.921301 0.905232 0.913196 6479
avg / total 0.871936 0.858795 0.865308 21784
Classification report for turbine 4, turbine category 1
precision recall f1-score support
10.0 0.000000 0.000000 0.000000 0
11.0 0.000000 0.000000 0.000000 0
12.0 0.000000 0.000000 0.000000 0
13.0 0.000000 0.000000 0.000000 0
14.0 0.000000 0.000000 0.000000 0
15.0 0.000000 0.000000 0.000000 0
16.0 0.000000 0.000000 0.000000 0
17.0 0.000000 0.000000 0.000000 0
18.0 0.000000 0.000000 0.000000 0
19.0 0.983919 0.926837 0.954525 15117
20.0 0.932500 0.951102 0.941709 6667
avg / total 0.968182 0.934264 0.950603 21784
Classification report for turbine 4, turbine category 2
precision recall f1-score support
19 0.983547 0.968843 0.976140 15117
20 0.931670 0.963252 0.947198 6667
avg / total 0.967670 0.967132 0.967282 21784
Classification report for turbine 4, turbine category 3
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 0.014085 0.032258 0.019608 31
19 0.965006 0.942561 0.953651 14833
20 0.928949 0.846687 0.885912 6640
avg / total 0.940258 0.899927 0.919417 21784
Classification report for turbine 4, turbine category 4
precision recall f1-score support
19 0.983547 0.968843 0.976140 15117
20 0.931670 0.963252 0.947198 6667
avg / total 0.967670 0.967132 0.967282 21784
Classification report for turbine 4, turbine category 5
precision recall f1-score support
10.0 0.000000 0.000000 0.000000 0
11.0 0.000000 0.000000 0.000000 0
12.0 0.000000 0.000000 0.000000 0
13.0 0.000000 0.000000 0.000000 0
14.0 0.000000 0.000000 0.000000 0
15.0 0.000000 0.000000 0.000000 0
16.0 0.000000 0.000000 0.000000 0
17.0 0.000000 0.000000 0.000000 0
18.0 0.000000 0.000000 0.000000 0
19.0 0.984156 0.936826 0.959908 15117
20.0 0.931294 0.890505 0.910443 6667
avg / total 0.967977 0.922650 0.944769 21784
Classification report for turbine 4, turbine category 6
precision recall f1-score support
10 0.004843 0.235294 0.009490 17
11 0.000000 0.000000 0.000000 72
12 0.004000 0.013889 0.006211 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 0.003497 0.013889 0.005587 72
19 0.965898 0.838097 0.897470 14836
20 0.880337 0.804563 0.840747 6355
avg / total 0.914672 0.805775 0.856538 21784
Classification report for turbine 4, turbine category 7
precision recall f1-score support
10.0 0.000000 0.000000 0.000000 0
11.0 0.000000 0.000000 0.000000 0
12.0 0.000000 0.000000 0.000000 0
13.0 0.000000 0.000000 0.000000 0
14.0 0.000000 0.000000 0.000000 0
15.0 0.000000 0.000000 0.000000 0
16.0 0.000000 0.000000 0.000000 0
17.0 0.000000 0.000000 0.000000 0
18.0 0.000000 0.000000 0.000000 0
19.0 0.983461 0.940134 0.961310 15117
20.0 0.932993 0.960702 0.946645 6667
avg / total 0.968016 0.946429 0.956821 21784
Classification report for turbine 4, turbine category 8
precision recall f1-score support
10.0 0.000000 0.000000 0.000000 0
11.0 0.000000 0.000000 0.000000 0
12.0 0.000000 0.000000 0.000000 0
13.0 0.000000 0.000000 0.000000 0
14.0 0.000000 0.000000 0.000000 0
15.0 0.000000 0.000000 0.000000 0
16.0 0.000000 0.000000 0.000000 0
17.0 0.000000 0.000000 0.000000 0
18.0 0.000000 0.000000 0.000000 0
19.0 0.984211 0.754581 0.854233 15117
20.0 0.921224 0.613919 0.736814 6667
avg / total 0.964934 0.711531 0.818297 21784
Classification report for turbine 4, turbine category 9
precision recall f1-score support
10 0.633333 0.011047 0.021714 5160
11 0.013453 0.013575 0.013514 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 0.000000 0.000000 0.000000 180
16 0.012821 0.005556 0.007752 180
17 0.000000 0.000000 0.000000 180
18 0.000000 0.000000 0.000000 180
19 0.888889 0.952802 0.919737 13560
20 0.213053 0.894469 0.344136 1573
avg / total 0.718956 0.660485 0.602708 21784
Classification report for turbine 4, turbine category 10
precision recall f1-score support
19 0.983547 0.968843 0.976140 15117
20 0.931670 0.963252 0.947198 6667
avg / total 0.967670 0.967132 0.967282 21784
Classification report for turbine 4, turbine category 11
precision recall f1-score support
10 0.040000 0.285714 0.070175 7
11 0.010152 0.055556 0.017167 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 0.970134 0.906548 0.937264 14906
20 0.922001 0.901413 0.911591 6583
avg / total 0.942481 0.892903 0.916864 21784
Classification report for turbine 4, turbine category 12
precision recall f1-score support
19 0.983547 0.968843 0.976140 15117
20 0.931670 0.963252 0.947198 6667
avg / total 0.967670 0.967132 0.967282 21784
Classification report for turbine 4, turbine category 13
precision recall f1-score support
19 0.983547 0.968843 0.976140 15117
20 0.931670 0.963252 0.947198 6667
avg / total 0.967670 0.967132 0.967282 21784
------------------------------------------------------------------------
Classification report for turbine 4, turbine category 0
precision recall f1-score support
10 0.000000 0.000000 0.000000 235
11 0.016043 0.027778 0.020339 108
12 0.014925 0.027778 0.019417 108
13 0.006369 0.009259 0.007547 108
14 0.011278 0.027778 0.016043 108
15 0.000000 0.000000 0.000000 108
16 0.000000 0.000000 0.000000 108
17 0.009901 0.018519 0.012903 108
18 0.029851 0.037037 0.033058 108
19 0.954011 0.928655 0.941162 17044
20 0.868638 0.895358 0.881796 3641
avg / total 0.892050 0.876974 0.884300 21784
Classification report for turbine 4, turbine category 1
precision recall f1-score support
10 0.000000 0.000000 0.000000 4
11 0.388889 0.194444 0.259259 36
12 0.133333 0.055556 0.078431 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 0.975941 0.971942 0.973938 17571
20 0.929982 0.948483 0.939141 3921
avg / total 0.955450 0.955105 0.955178 21784
Classification report for turbine 4, turbine category 2
precision recall f1-score support
19 0.988409 0.987353 0.987881 17791
20 0.943918 0.948410 0.946159 3993
avg / total 0.980254 0.980215 0.980233 21784
Classification report for turbine 4, turbine category 3
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 0.973755 0.956919 0.965263 17525
20 0.937913 0.929166 0.933519 3967
avg / total 0.954175 0.939038 0.946544 21784
Classification report for turbine 4, turbine category 4
precision recall f1-score support
19 0.988409 0.987353 0.987881 17791
20 0.943918 0.948410 0.946159 3993
avg / total 0.980254 0.980215 0.980233 21784
Classification report for turbine 4, turbine category 5
precision recall f1-score support
10 0.028249 0.172414 0.048544 29
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 0.017241 0.013889 0.015385 72
15 0.000000 0.000000 0.000000 72
16 0.025000 0.013889 0.017857 72
17 0.000000 0.000000 0.000000 72
18 0.000000 0.000000 0.000000 72
19 0.958128 0.971653 0.964843 17215
20 0.939878 0.891271 0.914929 3964
avg / total 0.928420 0.930408 0.929184 21784
Classification report for turbine 4, turbine category 6
precision recall f1-score support
10 0.174317 0.937500 0.293974 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 0.000000 0.000000 0.000000 108
16 0.007353 0.010753 0.008734 93
17 0.000000 0.000000 0.000000 72
18 0.000000 0.000000 0.000000 72
19 0.961447 0.890496 0.924612 16803
20 0.916154 0.804583 0.856751 3884
avg / total 0.907547 0.844152 0.870307 21784
Classification report for turbine 4, turbine category 7
precision recall f1-score support
10 0.080000 0.007752 0.014134 258
11 0.000000 0.000000 0.000000 322
12 0.076923 0.003472 0.006645 288
13 0.000000 0.000000 0.000000 280
14 0.000000 0.000000 0.000000 248
15 0.000000 0.000000 0.000000 201
16 0.000000 0.000000 0.000000 180
17 0.000000 0.000000 0.000000 144
18 0.000000 0.000000 0.000000 144
19 0.891916 0.976337 0.932220 16059
20 0.870618 0.943169 0.905443 3660
avg / total 0.805754 0.878351 0.839607 21784
Classification report for turbine 4, turbine category 8
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 0.004854 0.027778 0.008264 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 0.978196 0.909690 0.942700 17606
20 0.892613 0.792051 0.839331 3799
avg / total 0.946260 0.873393 0.908285 21784
Classification report for turbine 4, turbine category 9
precision recall f1-score support
10 0.038793 0.496063 0.071959 127
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 0.005618 0.009259 0.006993 108
15 0.019737 0.027778 0.023077 108
16 0.008889 0.018519 0.012012 108
17 0.007092 0.009259 0.008032 108
18 0.000000 0.000000 0.000000 108
19 0.948594 0.918702 0.933409 17073
20 0.832841 0.532667 0.649761 3704
avg / total 0.885493 0.813808 0.842699 21784
Classification report for turbine 4, turbine category 10
precision recall f1-score support
19 0.988409 0.987353 0.987881 17791
20 0.943918 0.948410 0.946159 3993
avg / total 0.980254 0.980215 0.980233 21784
Classification report for turbine 4, turbine category 11
precision recall f1-score support
10 0.000000 0.000000 0.000000 12
11 0.006329 0.013889 0.008696 72
12 0.000000 0.000000 0.000000 72
13 0.007092 0.013889 0.009390 72
14 0.005435 0.013889 0.007812 72
15 0.005714 0.013889 0.008097 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 0.956501 0.942995 0.949700 17209
20 0.946781 0.914723 0.930476 3987
avg / total 0.928985 0.912550 0.920659 21784
Classification report for turbine 4, turbine category 12
precision recall f1-score support
19 0.988409 0.987353 0.987881 17791
20 0.943918 0.948410 0.946159 3993
avg / total 0.980254 0.980215 0.980233 21784
Classification report for turbine 4, turbine category 13
precision recall f1-score support
19 0.988409 0.987353 0.987881 17791
20 0.943918 0.948410 0.946159 3993
avg / total 0.980254 0.980215 0.980233 21784
------------------------------------------------------------------------
Classification report for turbine 4, turbine category 0
precision recall f1-score support
10.0 0.000000 0.000000 0.000000 0
11.0 0.000000 0.000000 0.000000 0
12.0 0.000000 0.000000 0.000000 0
13.0 0.000000 0.000000 0.000000 0
14.0 0.000000 0.000000 0.000000 0
15.0 0.000000 0.000000 0.000000 0
16.0 0.000000 0.000000 0.000000 0
17.0 0.000000 0.000000 0.000000 0
18.0 0.000000 0.000000 0.000000 0
19.0 0.993384 0.931917 0.961669 20622
20.0 0.836252 0.821859 0.828993 1162
avg / total 0.985002 0.926047 0.954592 21784
Classification report for turbine 4, turbine category 1
precision recall f1-score support
10.0 0.000000 0.000000 0.000000 0
11.0 0.000000 0.000000 0.000000 0
12.0 0.000000 0.000000 0.000000 0
13.0 0.000000 0.000000 0.000000 0
14.0 0.000000 0.000000 0.000000 0
15.0 0.000000 0.000000 0.000000 0
16.0 0.000000 0.000000 0.000000 0
17.0 0.000000 0.000000 0.000000 0
18.0 0.000000 0.000000 0.000000 0
19.0 0.993554 0.971681 0.982496 20622
20.0 0.812350 0.871773 0.841013 1162
avg / total 0.983888 0.966351 0.974949 21784
Classification report for turbine 4, turbine category 2
precision recall f1-score support
19 0.993567 0.988556 0.991055 20622
20 0.813586 0.886403 0.848435 1162
avg / total 0.983966 0.983107 0.983447 21784
Classification report for turbine 4, turbine category 3
precision recall f1-score support
10 0.043478 0.000352 0.000699 2838
11 0.000000 0.000000 0.000000 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 0.025000 0.013889 0.017857 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 0.807963 0.961231 0.877958 16869
20 0.496013 0.874824 0.633079 711
avg / total 0.647685 0.773044 0.700741 21784
Classification report for turbine 4, turbine category 4
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 0.982698 0.988673 0.985677 20394
20 0.519747 0.852332 0.645731 772
avg / total 0.938413 0.955793 0.945666 21784
Classification report for turbine 4, turbine category 5
precision recall f1-score support
10.0 0.000000 0.000000 0.000000 0
11.0 0.000000 0.000000 0.000000 0
12.0 0.000000 0.000000 0.000000 0
13.0 0.000000 0.000000 0.000000 0
14.0 0.000000 0.000000 0.000000 0
15.0 0.000000 0.000000 0.000000 0
16.0 0.000000 0.000000 0.000000 0
17.0 0.000000 0.000000 0.000000 0
18.0 0.000000 0.000000 0.000000 0
19.0 0.993643 0.977839 0.985678 20622
20.0 0.813701 0.838210 0.825774 1162
avg / total 0.984045 0.970391 0.977148 21784
Classification report for turbine 4, turbine category 6
precision recall f1-score support
10 0.000000 0.000000 0.000000 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 0.013605 0.055556 0.021858 36
16 0.000000 0.000000 0.000000 36
17 0.014706 0.055556 0.023256 36
18 0.008403 0.027778 0.012903 36
19 0.979599 0.937632 0.958156 20331
20 0.769634 0.793165 0.781222 1112
avg / total 0.953607 0.915810 0.934222 21784
Classification report for turbine 4, turbine category 7
precision recall f1-score support
10.0 0.000000 0.000000 0.000000 0
11.0 0.000000 0.000000 0.000000 0
12.0 0.000000 0.000000 0.000000 0
13.0 0.000000 0.000000 0.000000 0
14.0 0.000000 0.000000 0.000000 0
15.0 0.000000 0.000000 0.000000 0
16.0 0.000000 0.000000 0.000000 0
17.0 0.000000 0.000000 0.000000 0
18.0 0.000000 0.000000 0.000000 0
19.0 0.993455 0.934778 0.963224 20622
20.0 0.803824 0.832186 0.817759 1162
avg / total 0.983340 0.929306 0.955465 21784
Classification report for turbine 4, turbine category 8
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 0.000000 0.000000 0.000000 108
15 0.000000 0.000000 0.000000 108
16 0.000000 0.000000 0.000000 108
17 0.008197 0.009259 0.008696 108
18 0.007874 0.009259 0.008511 108
19 0.954395 0.947403 0.950886 19792
20 0.780465 0.754496 0.767261 1112
avg / total 0.907042 0.899376 0.903185 21784
Classification report for turbine 4, turbine category 9
precision recall f1-score support
10 0.170732 0.339394 0.227181 165
11 0.036364 0.022346 0.027682 179
12 0.000000 0.000000 0.000000 180
13 0.010526 0.005556 0.007273 180
14 0.019231 0.011111 0.014085 180
15 0.000000 0.000000 0.000000 180
16 0.000000 0.000000 0.000000 180
17 0.032787 0.022222 0.026490 180
18 0.014085 0.005556 0.007968 180
19 0.925766 0.949304 0.937387 19193
20 0.650933 0.600811 0.624868 987
avg / total 0.847373 0.866737 0.856615 21784
Classification report for turbine 4, turbine category 10
precision recall f1-score support
19 0.993567 0.988556 0.991055 20622
20 0.813586 0.886403 0.848435 1162
avg / total 0.983966 0.983107 0.983447 21784
Classification report for turbine 4, turbine category 11
precision recall f1-score support
10 0.000000 0.000000 0.000000 19
11 0.018349 0.018519 0.018433 108
12 0.020408 0.018519 0.019417 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 0.953941 0.941509 0.947684 19798
20 0.783211 0.871260 0.824893 1103
avg / total 0.906821 0.899972 0.903241 21784
Classification report for turbine 4, turbine category 12
precision recall f1-score support
19 0.993567 0.988556 0.991055 20622
20 0.813586 0.886403 0.848435 1162
avg / total 0.983966 0.983107 0.983447 21784
Classification report for turbine 4, turbine category 13
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 0.962375 0.988783 0.975400 19970
20 0.748025 0.880930 0.809056 1075
avg / total 0.919149 0.949917 0.934102 21784
------------------------------------------------------------------------
Classification report for turbine 4, turbine category 0
precision recall f1-score support
10.0 0.000000 0.000000 0.000000 0
11.0 0.000000 0.000000 0.000000 0
12.0 0.000000 0.000000 0.000000 0
13.0 0.000000 0.000000 0.000000 0
14.0 0.000000 0.000000 0.000000 0
15.0 0.000000 0.000000 0.000000 0
16.0 0.000000 0.000000 0.000000 0
17.0 0.000000 0.000000 0.000000 0
18.0 0.000000 0.000000 0.000000 0
19.0 0.996830 0.957466 0.976751 20360
20.0 0.915869 0.940309 0.927928 1424
avg / total 0.991537 0.956344 0.973560 21784
Classification report for turbine 4, turbine category 1
precision recall f1-score support
10.0 0.000000 0.000000 0.000000 0
11.0 0.000000 0.000000 0.000000 0
12.0 0.000000 0.000000 0.000000 0
13.0 0.000000 0.000000 0.000000 0
14.0 0.000000 0.000000 0.000000 0
15.0 0.000000 0.000000 0.000000 0
16.0 0.000000 0.000000 0.000000 0
17.0 0.000000 0.000000 0.000000 0
18.0 0.000000 0.000000 0.000000 0
19.0 0.996926 0.987672 0.992278 20360
20.0 0.914576 0.947331 0.930666 1424
avg / total 0.991543 0.985035 0.988250 21784
Classification report for turbine 4, turbine category 2
precision recall f1-score support
19 0.996945 0.993664 0.995302 20360
20 0.913481 0.956461 0.934477 1424
avg / total 0.991489 0.991232 0.991326 21784
Classification report for turbine 4, turbine category 3
precision recall f1-score support
10.0 0.000000 0.000000 0.000000 0
11.0 0.000000 0.000000 0.000000 0
12.0 0.000000 0.000000 0.000000 0
13.0 0.000000 0.000000 0.000000 0
14.0 0.000000 0.000000 0.000000 0
15.0 0.000000 0.000000 0.000000 0
16.0 0.000000 0.000000 0.000000 0
17.0 0.000000 0.000000 0.000000 0
18.0 0.000000 0.000000 0.000000 0
19.0 0.996838 0.944450 0.969937 20360
20.0 0.895222 0.750000 0.816202 1424
avg / total 0.990195 0.931739 0.959887 21784
Classification report for turbine 4, turbine category 4
precision recall f1-score support
10 0.000000 0.000000 0.000000 131
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 0.955218 0.989543 0.972077 19508
20 0.811615 0.894614 0.851095 1281
avg / total 0.903143 0.938762 0.920563 21784
Classification report for turbine 4, turbine category 5
precision recall f1-score support
10.0 0.000000 0.000000 0.000000 0
11.0 0.000000 0.000000 0.000000 0
12.0 0.000000 0.000000 0.000000 0
13.0 0.000000 0.000000 0.000000 0
14.0 0.000000 0.000000 0.000000 0
15.0 0.000000 0.000000 0.000000 0
16.0 0.000000 0.000000 0.000000 0
17.0 0.000000 0.000000 0.000000 0
18.0 0.000000 0.000000 0.000000 0
19.0 0.996925 0.987230 0.992054 20360
20.0 0.913194 0.923455 0.918296 1424
avg / total 0.991452 0.983061 0.987232 21784
Classification report for turbine 4, turbine category 6
precision recall f1-score support
10 0.000000 0.000000 0.000000 17
11 0.006993 0.006944 0.006969 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 0.010204 0.006944 0.008264 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 0.943107 0.947218 0.945158 19268
20 0.860689 0.798070 0.828197 1347
avg / total 0.887514 0.887257 0.887306 21784
Classification report for turbine 4, turbine category 7
precision recall f1-score support
10.0 0.000000 0.000000 0.000000 0
11.0 0.000000 0.000000 0.000000 0
12.0 0.000000 0.000000 0.000000 0
13.0 0.000000 0.000000 0.000000 0
14.0 0.000000 0.000000 0.000000 0
15.0 0.000000 0.000000 0.000000 0
16.0 0.000000 0.000000 0.000000 0
17.0 0.000000 0.000000 0.000000 0
18.0 0.000000 0.000000 0.000000 0
19.0 0.996948 0.962672 0.979510 20360
20.0 0.915243 0.940309 0.927607 1424
avg / total 0.991607 0.961210 0.976117 21784
Classification report for turbine 4, turbine category 8
precision recall f1-score support
10.0 0.000000 0.000000 0.000000 0
11.0 0.000000 0.000000 0.000000 0
12.0 0.000000 0.000000 0.000000 0
13.0 0.000000 0.000000 0.000000 0
14.0 0.000000 0.000000 0.000000 0
15.0 0.000000 0.000000 0.000000 0
16.0 0.000000 0.000000 0.000000 0
17.0 0.000000 0.000000 0.000000 0
18.0 0.000000 0.000000 0.000000 0
19.0 0.997099 0.945530 0.970630 20360
20.0 0.925406 0.879916 0.902088 1424
avg / total 0.992413 0.941241 0.966150 21784
Classification report for turbine 4, turbine category 9
precision recall f1-score support
10 0.577670 0.103478 0.175516 1150
11 0.006579 0.003623 0.004673 552
12 0.000000 0.000000 0.000000 540
13 0.019608 0.005639 0.008759 532
14 0.027027 0.007937 0.012270 504
15 0.097403 0.029762 0.045593 504
16 0.017544 0.004202 0.006780 476
17 0.046512 0.008547 0.014440 468
18 0.015707 0.006881 0.009569 436
19 0.799730 0.942840 0.865408 16340
20 0.186538 0.687943 0.293495 282
avg / total 0.638003 0.723100 0.664522 21784
Classification report for turbine 4, turbine category 10
precision recall f1-score support
19 0.996945 0.993664 0.995302 20360
20 0.913481 0.956461 0.934477 1424
avg / total 0.991489 0.991232 0.991326 21784
Classification report for turbine 4, turbine category 11
precision recall f1-score support
10 0.000000 0.000000 0.000000 30
11 0.008475 0.005556 0.006711 180
12 0.000000 0.000000 0.000000 180
13 0.000000 0.000000 0.000000 180
14 0.011765 0.005556 0.007547 180
15 0.027273 0.016667 0.020690 180
16 0.009434 0.005556 0.006993 180
17 0.014815 0.011111 0.012698 180
18 0.000000 0.000000 0.000000 176
19 0.941243 0.952277 0.946728 19194
20 0.724490 0.947509 0.821126 1124
avg / total 0.867309 0.888313 0.876986 21784
Classification report for turbine 4, turbine category 12
precision recall f1-score support
19 0.996945 0.993664 0.995302 20360
20 0.913481 0.956461 0.934477 1424
avg / total 0.991489 0.991232 0.991326 21784
Classification report for turbine 4, turbine category 13
precision recall f1-score support
10.0 0.000000 0.000000 0.000000 0
11.0 0.000000 0.000000 0.000000 0
12.0 0.000000 0.000000 0.000000 0
13.0 0.000000 0.000000 0.000000 0
14.0 0.000000 0.000000 0.000000 0
15.0 0.000000 0.000000 0.000000 0
16.0 0.000000 0.000000 0.000000 0
17.0 0.000000 0.000000 0.000000 0
18.0 0.000000 0.000000 0.000000 0
19.0 0.996969 0.985363 0.991132 20360
20.0 0.913073 0.951545 0.931912 1424
avg / total 0.991484 0.983153 0.987261 21784
------------------------------------------------------------------------
Classification report for turbine 5, turbine category 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 0.000000 0.000000 0.000000 8
19 0.978167 0.970654 0.974396 18878
20 0.792992 0.908025 0.846619 1620
avg / total 0.950182 0.952324 0.950936 20786
Classification report for turbine 5, turbine category 1
precision recall f1-score support
10 0.011364 0.033898 0.017021 59
11 0.016517 0.061111 0.026005 180
12 0.005714 0.016667 0.008511 180
13 0.007407 0.005556 0.006349 180
14 0.014184 0.011111 0.012461 180
15 0.002737 0.027778 0.004983 180
16 0.008584 0.055556 0.014870 180
17 0.000000 0.000000 0.000000 180
18 0.014493 0.005556 0.008032 180
19 0.914587 0.734157 0.814499 17721
20 0.769788 0.881865 0.822024 1566
avg / total 0.838357 0.694025 0.757080 20786
Classification report for turbine 5, turbine category 2
precision recall f1-score support
19 0.991863 0.980416 0.986106 19148
20 0.798279 0.905983 0.848727 1638
avg / total 0.976608 0.974550 0.975280 20786
Classification report for turbine 5, turbine category 3
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 0.976964 0.980331 0.978645 18862
20 0.786982 0.905882 0.842257 1615
avg / total 0.947680 0.959973 0.953499 20786
Classification report for turbine 5, turbine category 4
precision recall f1-score support
10.0 0.000000 0.000000 0.000000 0
11.0 0.000000 0.000000 0.000000 0
12.0 0.000000 0.000000 0.000000 0
13.0 0.000000 0.000000 0.000000 0
14.0 0.000000 0.000000 0.000000 0
15.0 0.000000 0.000000 0.000000 0
16.0 0.000000 0.000000 0.000000 0
18.0 0.000000 0.000000 0.000000 0
19.0 0.991859 0.960727 0.976045 19148
20.0 0.795417 0.890110 0.840104 1638
avg / total 0.976378 0.955162 0.965332 20786
Classification report for turbine 5, turbine category 5
precision recall f1-score support
19 0.991863 0.980416 0.986106 19148
20 0.798279 0.905983 0.848727 1638
avg / total 0.976608 0.974550 0.975280 20786
Classification report for turbine 5, turbine category 6
precision recall f1-score support
10 0.104167 0.002576 0.005028 1941
11 0.055556 0.003968 0.007407 252
12 0.000000 0.000000 0.000000 265
13 0.000000 0.000000 0.000000 273
14 0.023438 0.013889 0.017442 216
15 0.000000 0.000000 0.000000 216
16 0.005495 0.005405 0.005450 185
17 0.008696 0.006135 0.007194 163
18 0.011029 0.020833 0.014423 144
19 0.825343 0.897872 0.860081 16068
20 0.507667 0.872060 0.641745 1063
avg / total 0.674807 0.739344 0.698624 20786
Classification report for turbine 5, turbine category 7
precision recall f1-score support
10 0.045455 0.083333 0.058824 84
11 0.005199 0.029126 0.008824 103
12 0.000000 0.000000 0.000000 72
13 0.100000 0.027778 0.043478 72
14 0.000000 0.000000 0.000000 61
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 0.969425 0.824575 0.891153 18726
20 0.743969 0.890420 0.810633 1524
avg / total 0.928453 0.808717 0.862701 20786
Classification report for turbine 5, turbine category 8
precision recall f1-score support
10 0.147436 0.110048 0.126027 627
11 0.034091 0.004144 0.007389 724
12 0.056000 0.012302 0.020173 569
13 0.032189 0.028517 0.030242 526
14 0.066946 0.032129 0.043419 498
15 0.088235 0.006410 0.011952 468
16 0.014286 0.004425 0.006757 452
17 0.078947 0.006944 0.012766 432
18 0.000000 0.000000 0.000000 397
19 0.778268 0.922247 0.844162 14919
20 0.576000 0.735945 0.646223 1174
avg / total 0.604653 0.709179 0.649488 20786
Classification report for turbine 5, turbine category 9
precision recall f1-score support
10 0.331595 0.506257 0.400720 879
11 0.024064 0.016334 0.019459 551
12 0.050279 0.018480 0.027027 487
13 0.015464 0.006410 0.009063 468
14 0.032578 0.049145 0.039182 468
15 0.022989 0.004577 0.007634 437
16 0.020710 0.019444 0.020057 360
17 0.006780 0.005814 0.006260 344
18 0.023697 0.052083 0.032573 288
19 0.810187 0.830614 0.820273 15627
20 0.228525 0.160775 0.188755 877
avg / total 0.636946 0.656018 0.644892 20786
Classification report for turbine 5, turbine category 10
precision recall f1-score support
19 0.991863 0.980416 0.986106 19148
20 0.798279 0.905983 0.848727 1638
avg / total 0.976608 0.974550 0.975280 20786
Classification report for turbine 5, turbine category 11
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 0.923192 0.973616 0.947734 17814
20 0.780527 0.920685 0.844833 1576
avg / total 0.850373 0.904214 0.876281 20786
Classification report for turbine 5, turbine category 12
precision recall f1-score support
19 0.991863 0.980416 0.986106 19148
20 0.798279 0.905983 0.848727 1638
avg / total 0.976608 0.974550 0.975280 20786
Classification report for turbine 5, turbine category 13
precision recall f1-score support
19 0.991863 0.980416 0.986106 19148
20 0.798279 0.905983 0.848727 1638
avg / total 0.976608 0.974550 0.975280 20786
------------------------------------------------------------------------
Classification report for turbine 5, turbine category 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 0.962136 0.974933 0.968492 17593
20 0.875573 0.925829 0.900000 2683
avg / total 0.927356 0.944674 0.935889 20786
Classification report for turbine 5, turbine category 1
precision recall f1-score support
10 0.000000 0.000000 0.000000 118
11 0.000000 0.000000 0.000000 144
12 0.008734 0.013889 0.010724 144
13 0.026882 0.034722 0.030303 144
14 0.030928 0.062500 0.041379 144
15 0.000000 0.000000 0.000000 144
16 0.013841 0.027778 0.018476 144
17 0.009901 0.013889 0.011561 144
18 0.006803 0.006944 0.006873 144
19 0.923233 0.889581 0.906095 16845
20 0.854631 0.746162 0.796722 2671
avg / total 0.858682 0.817906 0.837506 20786
Classification report for turbine 5, turbine category 2
precision recall f1-score support
19 0.989563 0.980370 0.984945 18085
20 0.876264 0.930766 0.902693 2701
avg / total 0.974840 0.973925 0.974257 20786
Classification report for turbine 5, turbine category 3
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 0.000000 0.000000 0.000000 36
16 0.066667 0.055556 0.060606 36
17 0.000000 0.000000 0.000000 36
18 0.000000 0.000000 0.000000 36
19 0.974338 0.953805 0.963962 17794
20 0.642006 0.912307 0.753653 2007
avg / total 0.896194 0.904695 0.898081 20786
Classification report for turbine 5, turbine category 4
precision recall f1-score support
10.0 0.000000 0.000000 0.000000 0
11.0 0.000000 0.000000 0.000000 0
12.0 0.000000 0.000000 0.000000 0
13.0 0.000000 0.000000 0.000000 0
15.0 0.000000 0.000000 0.000000 0
16.0 0.000000 0.000000 0.000000 0
19.0 0.989587 0.977440 0.983476 18085
20.0 0.869677 0.877083 0.873364 2701
avg / total 0.974006 0.964399 0.969168 20786
Classification report for turbine 5, turbine category 5
precision recall f1-score support
19 0.989563 0.980370 0.984945 18085
20 0.876264 0.930766 0.902693 2701
avg / total 0.974840 0.973925 0.974257 20786
Classification report for turbine 5, turbine category 6
precision recall f1-score support
10 0.012270 0.025316 0.016529 79
11 0.000000 0.000000 0.000000 72
12 0.004219 0.013889 0.006472 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 0.964757 0.927742 0.945887 17645
20 0.802646 0.903057 0.849896 2486
avg / total 0.915029 0.895699 0.904686 20786
Classification report for turbine 5, turbine category 7
precision recall f1-score support
10.0 0.000000 0.000000 0.000000 0
11.0 0.000000 0.000000 0.000000 0
12.0 0.000000 0.000000 0.000000 0
13.0 0.000000 0.000000 0.000000 0
14.0 0.000000 0.000000 0.000000 0
15.0 0.000000 0.000000 0.000000 0
16.0 0.000000 0.000000 0.000000 0
17.0 0.000000 0.000000 0.000000 0
18.0 0.000000 0.000000 0.000000 0
19.0 0.989710 0.962621 0.975978 18085
20.0 0.875180 0.900777 0.887794 2701
avg / total 0.974828 0.954585 0.964519 20786
Classification report for turbine 5, turbine category 8
precision recall f1-score support
10 0.263215 0.419966 0.323607 581
11 0.027778 0.058419 0.037652 291
12 0.009501 0.013889 0.011283 288
13 0.007246 0.010417 0.008547 288
14 0.009709 0.010417 0.010050 288
15 0.030000 0.041667 0.034884 288
16 0.005068 0.010417 0.006818 288
17 0.012730 0.031250 0.018090 288
18 0.000000 0.000000 0.000000 245
19 0.866328 0.766304 0.813252 15824
20 0.797872 0.743977 0.769983 2117
avg / total 0.749556 0.673338 0.708350 20786
Classification report for turbine 5, turbine category 9
precision recall f1-score support
10 0.204826 0.344214 0.256827 1011
11 0.025719 0.027070 0.026377 628
12 0.052288 0.048485 0.050314 495
13 0.038724 0.042607 0.040573 399
14 0.017217 0.033803 0.022814 355
15 0.013514 0.015432 0.014409 324
16 0.016304 0.018519 0.017341 324
17 0.010714 0.009259 0.009934 324
18 0.015873 0.012346 0.013889 324
19 0.844136 0.812830 0.828187 14965
20 0.645526 0.453879 0.532999 1637
avg / total 0.672480 0.641922 0.654756 20786
Classification report for turbine 5, turbine category 10
precision recall f1-score support
19 0.989563 0.980370 0.984945 18085
20 0.876264 0.930766 0.902693 2701
avg / total 0.974840 0.973925 0.974257 20786
Classification report for turbine 5, turbine category 11
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 0.956636 0.936468 0.946445 17503
20 0.874605 0.924276 0.898755 2694
avg / total 0.918897 0.908352 0.913445 20786
Classification report for turbine 5, turbine category 12
precision recall f1-score support
19 0.989563 0.980370 0.984945 18085
20 0.876264 0.930766 0.902693 2701
avg / total 0.974840 0.973925 0.974257 20786
Classification report for turbine 5, turbine category 13
precision recall f1-score support
19 0.989563 0.980370 0.984945 18085
20 0.876264 0.930766 0.902693 2701
avg / total 0.974840 0.973925 0.974257 20786
------------------------------------------------------------------------
Classification report for turbine 5, turbine category 0
precision recall f1-score support
10 0.000000 0.000000 0.000000 107
11 0.000000 0.000000 0.000000 144
12 0.000000 0.000000 0.000000 144
13 0.036585 0.024194 0.029126 124
14 0.035088 0.021978 0.027027 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 0.959319 0.960245 0.959782 17608
20 0.846777 0.905116 0.874975 2424
avg / total 0.911768 0.919224 0.915369 20786
Classification report for turbine 5, turbine category 1
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 0.006579 0.027778 0.010638 36
14 0.073446 0.361111 0.122066 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 0.976914 0.901009 0.937428 17941
20 0.896499 0.915521 0.905910 2545
avg / total 0.953107 0.890455 0.920269 20786
Classification report for turbine 5, turbine category 2
precision recall f1-score support
19 0.990782 0.985288 0.988027 18217
20 0.899625 0.934994 0.916969 2569
avg / total 0.979515 0.979072 0.979245 20786
Classification report for turbine 5, turbine category 3
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 0.028571 0.055556 0.037736 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 0.013889 0.027778 0.018519 36
19 0.975004 0.961573 0.968242 17930
20 0.897048 0.925059 0.910838 2562
avg / total 0.951679 0.943616 0.947569 20786
Classification report for turbine 5, turbine category 4
precision recall f1-score support
12.0 0.000000 0.000000 0.000000 0
13.0 0.000000 0.000000 0.000000 0
14.0 0.000000 0.000000 0.000000 0
15.0 0.000000 0.000000 0.000000 0
19.0 0.990777 0.984794 0.987777 18217
20.0 0.899625 0.934994 0.916969 2569
avg / total 0.979511 0.978639 0.979025 20786
Classification report for turbine 5, turbine category 5
precision recall f1-score support
19 0.990782 0.985288 0.988027 18217
20 0.899625 0.934994 0.916969 2569
avg / total 0.979515 0.979072 0.979245 20786
Classification report for turbine 5, turbine category 6
precision recall f1-score support
10 0.042654 0.219512 0.071429 41
11 0.011905 0.009259 0.010417 108
12 0.006289 0.009259 0.007491 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 0.951036 0.937225 0.944080 17491
20 0.884046 0.874604 0.879300 2528
avg / total 0.907974 0.895555 0.901599 20786
Classification report for turbine 5, turbine category 7
precision recall f1-score support
10.0 0.000000 0.000000 0.000000 0
11.0 0.000000 0.000000 0.000000 0
12.0 0.000000 0.000000 0.000000 0
13.0 0.000000 0.000000 0.000000 0
14.0 0.000000 0.000000 0.000000 0
15.0 0.000000 0.000000 0.000000 0
16.0 0.000000 0.000000 0.000000 0
17.0 0.000000 0.000000 0.000000 0
18.0 0.000000 0.000000 0.000000 0
19.0 0.991058 0.973486 0.982194 18217
20.0 0.897674 0.901518 0.899592 2569
avg / total 0.979517 0.964592 0.971985 20786
Classification report for turbine 5, turbine category 8
precision recall f1-score support
10 0.054898 0.293103 0.092475 174
11 0.008264 0.020833 0.011834 144
12 0.002193 0.006944 0.003333 144
13 0.019663 0.048611 0.028000 144
14 0.013514 0.041667 0.020408 144
15 0.005952 0.013889 0.008333 144
16 0.006696 0.020833 0.010135 144
17 0.008310 0.020833 0.011881 144
18 0.020906 0.041667 0.027842 144
19 0.931370 0.824622 0.874751 17066
20 0.908608 0.643693 0.753545 2394
avg / total 0.870385 0.755124 0.806606 20786
Classification report for turbine 5, turbine category 9
precision recall f1-score support
10 0.159520 0.509589 0.242978 365
11 0.003876 0.009259 0.005464 216
12 0.017668 0.023148 0.020040 216
13 0.007463 0.009524 0.008368 210
14 0.000000 0.000000 0.000000 180
15 0.018634 0.033333 0.023904 180
16 0.003802 0.005556 0.004515 180
17 0.013289 0.022222 0.016632 180
18 0.008811 0.013423 0.010638 149
19 0.911263 0.836139 0.872086 16691
20 0.807845 0.640379 0.714429 2219
avg / total 0.821452 0.749784 0.781630 20786
Classification report for turbine 5, turbine category 10
precision recall f1-score support
19 0.990782 0.985288 0.988027 18217
20 0.899625 0.934994 0.916969 2569
avg / total 0.979515 0.979072 0.979245 20786
Classification report for turbine 5, turbine category 11
precision recall f1-score support
10 0.000000 0.000000 0.000000 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 0.000000 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 0.959038 0.945547 0.952245 17630
20 0.902783 0.922118 0.912348 2568
avg / total 0.924959 0.915905 0.920379 20786
Classification report for turbine 5, turbine category 12
precision recall f1-score support
19 0.990782 0.985288 0.988027 18217
20 0.899625 0.934994 0.916969 2569
avg / total 0.979515 0.979072 0.979245 20786
Classification report for turbine 5, turbine category 13
precision recall f1-score support
19 0.990782 0.985288 0.988027 18217
20 0.899625 0.934994 0.916969 2569
avg / total 0.979515 0.979072 0.979245 20786
------------------------------------------------------------------------
Classification report for turbine 5, turbine category 0
precision recall f1-score support
10.0 0.000000 0.000000 0.000000 0
11.0 0.000000 0.000000 0.000000 0
12.0 0.000000 0.000000 0.000000 0
13.0 0.000000 0.000000 0.000000 0
14.0 0.000000 0.000000 0.000000 0
15.0 0.000000 0.000000 0.000000 0
16.0 0.000000 0.000000 0.000000 0
17.0 0.000000 0.000000 0.000000 0
18.0 0.000000 0.000000 0.000000 0
19.0 0.990730 0.972450 0.981505 19673
20.0 0.869607 0.814915 0.841373 1113
avg / total 0.984245 0.964014 0.974001 20786
Classification report for turbine 5, turbine category 1
precision recall f1-score support
10 0.005988 0.040000 0.010417 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 0.017094 0.055556 0.026144 36
15 0.000000 0.000000 0.000000 36
16 0.005682 0.027778 0.009434 36
17 0.000000 0.000000 0.000000 36
18 0.007937 0.027778 0.012346 36
19 0.976256 0.927237 0.951116 19378
20 0.860352 0.804566 0.831524 1095
avg / total 0.955510 0.907053 0.930589 20786
Classification report for turbine 5, turbine category 2
precision recall f1-score support
19 0.990720 0.993036 0.991877 19673
20 0.871603 0.835580 0.853211 1113
avg / total 0.984341 0.984605 0.984452 20786
Classification report for turbine 5, turbine category 3
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 0.977287 0.970843 0.974054 19412
20 0.846154 0.805375 0.825261 1079
avg / total 0.956610 0.948475 0.952506 20786
Classification report for turbine 5, turbine category 4
precision recall f1-score support
10.0 0.000000 0.000000 0.000000 0
11.0 0.000000 0.000000 0.000000 0
12.0 0.000000 0.000000 0.000000 0
13.0 0.000000 0.000000 0.000000 0
15.0 0.000000 0.000000 0.000000 0
19.0 0.990711 0.992070 0.991390 19673
20.0 0.870633 0.828392 0.848987 1113
avg / total 0.984281 0.983306 0.983765 20786
Classification report for turbine 5, turbine category 5
precision recall f1-score support
19 0.990720 0.993036 0.991877 19673
20 0.871603 0.835580 0.853211 1113
avg / total 0.984341 0.984605 0.984452 20786
Classification report for turbine 5, turbine category 6
precision recall f1-score support
10 0.076336 0.058140 0.066007 172
11 0.023810 0.009646 0.013730 311
12 0.019231 0.016043 0.017493 187
13 0.006289 0.005988 0.006135 167
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 0.026316 0.020833 0.023256 144
18 0.000000 0.000000 0.000000 112
19 0.922161 0.937960 0.929994 18327
20 0.703863 0.702355 0.703108 934
avg / total 0.846090 0.859521 0.852687 20786
Classification report for turbine 5, turbine category 7
precision recall f1-score support
10.0 0.000000 0.000000 0.000000 0
11.0 0.000000 0.000000 0.000000 0
12.0 0.000000 0.000000 0.000000 0
13.0 0.000000 0.000000 0.000000 0
14.0 0.000000 0.000000 0.000000 0
15.0 0.000000 0.000000 0.000000 0
16.0 0.000000 0.000000 0.000000 0
17.0 0.000000 0.000000 0.000000 0
18.0 0.000000 0.000000 0.000000 0
19.0 0.990737 0.984090 0.987402 19673
20.0 0.876081 0.819407 0.846797 1113
avg / total 0.984598 0.975272 0.979874 20786
Classification report for turbine 5, turbine category 8
precision recall f1-score support
10 0.229759 0.231788 0.230769 453
11 0.036585 0.023006 0.028249 652
12 0.026936 0.015414 0.019608 519
13 0.051205 0.036325 0.042500 468
14 0.024155 0.023148 0.023641 432
15 0.016901 0.014742 0.015748 407
16 0.017123 0.012626 0.014535 396
17 0.027864 0.024725 0.026201 364
18 0.028571 0.024096 0.026144 332
19 0.801377 0.856021 0.827798 15912
20 0.686804 0.507638 0.583784 851
avg / total 0.651668 0.684884 0.666907 20786
Classification report for turbine 5, turbine category 9
precision recall f1-score support
10 0.171186 0.320635 0.223204 315
11 0.009592 0.012500 0.010855 320
12 0.003300 0.004274 0.003724 234
13 0.014837 0.023148 0.018083 216
14 0.004149 0.005495 0.004728 182
15 0.000000 0.000000 0.000000 180
16 0.014134 0.022222 0.017279 180
17 0.000000 0.000000 0.000000 180
18 0.007092 0.011111 0.008658 180
19 0.899586 0.864238 0.881558 17840
20 0.806697 0.552659 0.655941 959
avg / total 0.812459 0.772924 0.790923 20786
Classification report for turbine 5, turbine category 10
precision recall f1-score support
19 0.990720 0.993036 0.991877 19673
20 0.871603 0.835580 0.853211 1113
avg / total 0.984341 0.984605 0.984452 20786
Classification report for turbine 5, turbine category 11
precision recall f1-score support
10 0.027778 0.045455 0.034483 22
11 0.033333 0.020833 0.025641 144
12 0.000000 0.000000 0.000000 144
13 0.023256 0.013889 0.017391 144
14 0.000000 0.000000 0.000000 144
15 0.000000 0.000000 0.000000 144
16 0.010638 0.006944 0.008403 144
17 0.007812 0.006944 0.007353 144
18 0.000000 0.000000 0.000000 144
19 0.934948 0.947559 0.941211 18535
20 0.848544 0.811513 0.829616 1077
avg / total 0.878214 0.887376 0.882713 20786
Classification report for turbine 5, turbine category 12
precision recall f1-score support
19 0.990720 0.993036 0.991877 19673
20 0.871603 0.835580 0.853211 1113
avg / total 0.984341 0.984605 0.984452 20786
Classification report for turbine 5, turbine category 13
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 0.976064 0.992984 0.984451 19383
20 0.862231 0.834089 0.847926 1103
avg / total 0.955936 0.970220 0.962998 20786
------------------------------------------------------------------------
Classification report for turbine 5, turbine category 0
precision recall f1-score support
10 0.000000 0.000000 0.000000 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 0.976491 0.983644 0.980054 19931
20 0.786325 0.793103 0.789700 464
avg / total 0.953877 0.960887 0.957369 20786
Classification report for turbine 5, turbine category 1
precision recall f1-score support
10.0 0.000000 0.000000 0.000000 0
11.0 0.000000 0.000000 0.000000 0
12.0 0.000000 0.000000 0.000000 0
13.0 0.000000 0.000000 0.000000 0
14.0 0.000000 0.000000 0.000000 0
15.0 0.000000 0.000000 0.000000 0
16.0 0.000000 0.000000 0.000000 0
17.0 0.000000 0.000000 0.000000 0
18.0 0.000000 0.000000 0.000000 0
19.0 0.995372 0.952798 0.973620 20317
20.0 0.801724 0.793177 0.797428 469
avg / total 0.991003 0.949197 0.969645 20786
Classification report for turbine 5, turbine category 2
precision recall f1-score support
19 0.995422 0.995275 0.995348 20317
20 0.796610 0.801706 0.799150 469
avg / total 0.990936 0.990907 0.990921 20786
Classification report for turbine 5, turbine category 3
precision recall f1-score support
10.0 0.000000 0.000000 0.000000 0
11.0 0.000000 0.000000 0.000000 0
12.0 0.000000 0.000000 0.000000 0
13.0 0.000000 0.000000 0.000000 0
14.0 0.000000 0.000000 0.000000 0
15.0 0.000000 0.000000 0.000000 0
16.0 0.000000 0.000000 0.000000 0
17.0 0.000000 0.000000 0.000000 0
18.0 0.000000 0.000000 0.000000 0
19.0 0.995341 0.977900 0.986544 20317
20.0 0.807175 0.767591 0.786885 469
avg / total 0.991095 0.973155 0.982039 20786
Classification report for turbine 5, turbine category 4
precision recall f1-score support
11.0 0.000000 0.000000 0.000000 0
12.0 0.000000 0.000000 0.000000 0
13.0 0.000000 0.000000 0.000000 0
15.0 0.000000 0.000000 0.000000 0
16.0 0.000000 0.000000 0.000000 0
19.0 0.995415 0.993749 0.994581 20317
20.0 0.796610 0.801706 0.799150 469
avg / total 0.990929 0.989416 0.990172 20786
Classification report for turbine 5, turbine category 5
precision recall f1-score support
19 0.995422 0.995275 0.995348 20317
20 0.796610 0.801706 0.799150 469
avg / total 0.990936 0.990907 0.990921 20786
Classification report for turbine 5, turbine category 6
precision recall f1-score support
10 0.000000 0.000000 0.000000 23
11 0.000000 0.000000 0.000000 144
12 0.005376 0.006944 0.006061 144
13 0.005128 0.006944 0.005900 144
14 0.000000 0.000000 0.000000 144
15 0.006536 0.006944 0.006734 144
16 0.000000 0.000000 0.000000 144
17 0.007576 0.006944 0.007246 144
18 0.016949 0.013889 0.015267 144
19 0.939893 0.933625 0.936749 19194
20 0.735714 0.741007 0.738351 417
avg / total 0.882954 0.877273 0.880101 20786
Classification report for turbine 5, turbine category 7
precision recall f1-score support
10.0 0.000000 0.000000 0.000000 0
11.0 0.000000 0.000000 0.000000 0
12.0 0.000000 0.000000 0.000000 0
13.0 0.000000 0.000000 0.000000 0
14.0 0.000000 0.000000 0.000000 0
15.0 0.000000 0.000000 0.000000 0
16.0 0.000000 0.000000 0.000000 0
17.0 0.000000 0.000000 0.000000 0
18.0 0.000000 0.000000 0.000000 0
19.0 0.995442 0.988926 0.992173 20317
20.0 0.796178 0.799574 0.797872 469
avg / total 0.990946 0.984653 0.987789 20786
Classification report for turbine 5, turbine category 8
precision recall f1-score support
10 0.525253 0.411067 0.461197 253
11 0.014778 0.033333 0.020478 180
12 0.005000 0.011173 0.006908 179
13 0.002681 0.006944 0.003868 144
14 0.011820 0.034722 0.017637 144
15 0.011364 0.034722 0.017123 144
16 0.003868 0.013889 0.006051 144
17 0.006042 0.013889 0.008421 144
18 0.010135 0.020833 0.013636 144
19 0.932498 0.838625 0.883074 18993
20 0.616822 0.624606 0.620690 317
avg / total 0.868350 0.782065 0.822678 20786
Classification report for turbine 5, turbine category 9
precision recall f1-score support
10 0.005263 0.250000 0.010309 4
11 0.000000 0.000000 0.000000 36
12 0.005970 0.055556 0.010782 36
13 0.003534 0.027778 0.006270 36
14 0.000000 0.000000 0.000000 36
15 0.023715 0.166667 0.041522 36
16 0.000000 0.000000 0.000000 36
17 0.000000 0.000000 0.000000 36
18 0.011236 0.083333 0.019802 36
19 0.982260 0.884529 0.930836 20031
20 0.780220 0.613391 0.686820 463
avg / total 0.964039 0.866689 0.912462 20786
Classification report for turbine 5, turbine category 10
precision recall f1-score support
19 0.995422 0.995275 0.995348 20317
20 0.796610 0.801706 0.799150 469
avg / total 0.990936 0.990907 0.990921 20786
Classification report for turbine 5, turbine category 11
precision recall f1-score support
10.0 0.000000 0.000000 0.000000 0
11.0 0.000000 0.000000 0.000000 0
12.0 0.000000 0.000000 0.000000 0
13.0 0.000000 0.000000 0.000000 0
14.0 0.000000 0.000000 0.000000 0
15.0 0.000000 0.000000 0.000000 0
16.0 0.000000 0.000000 0.000000 0
17.0 0.000000 0.000000 0.000000 0
18.0 0.000000 0.000000 0.000000 0
19.0 0.995629 0.952995 0.973846 20317
20.0 0.794311 0.773987 0.784017 469
avg / total 0.991087 0.948956 0.969563 20786
Classification report for turbine 5, turbine category 12
precision recall f1-score support
19 0.995422 0.995275 0.995348 20317
20 0.796610 0.801706 0.799150 469
avg / total 0.990936 0.990907 0.990921 20786
Classification report for turbine 5, turbine category 13
precision recall f1-score support
10.0 0.000000 0.000000 0.000000 0
11.0 0.000000 0.000000 0.000000 0
12.0 0.000000 0.000000 0.000000 0
13.0 0.000000 0.000000 0.000000 0
14.0 0.000000 0.000000 0.000000 0
15.0 0.000000 0.000000 0.000000 0
16.0 0.000000 0.000000 0.000000 0
17.0 0.000000 0.000000 0.000000 0
18.0 0.000000 0.000000 0.000000 0
19.0 0.995445 0.989565 0.992496 20317
20.0 0.795745 0.797441 0.796592 469
avg / total 0.990939 0.985230 0.988076 20786
------------------------------------------------------------------------
Classification report for turbine 6, turbine category 0
precision recall f1-score support
19 0.948239 0.987328 0.967389 19334
20 0.854167 0.579330 0.690402 2477
avg / total 0.937556 0.940993 0.935932 21811
Classification report for turbine 6, turbine category 1
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 0.931449 0.987622 0.958714 18986
20 0.822619 0.571547 0.674475 2418
avg / total 0.902003 0.923066 0.909313 21811
Classification report for turbine 6, turbine category 2
precision recall f1-score support
19 0.948239 0.987328 0.967389 19334
20 0.854167 0.579330 0.690402 2477
avg / total 0.937556 0.940993 0.935932 21811
Classification report for turbine 6, turbine category 3
precision recall f1-score support
19 0.948239 0.987328 0.967389 19334
20 0.854167 0.579330 0.690402 2477
avg / total 0.937556 0.940993 0.935932 21811
Classification report for turbine 6, turbine category 4
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 0.935274 0.987828 0.960833 19060
20 0.807143 0.569270 0.667651 2382
avg / total 0.905458 0.925405 0.912559 21811
Classification report for turbine 6, turbine category 5
precision recall f1-score support
19 0.948239 0.987328 0.967389 19334
20 0.854167 0.579330 0.690402 2477
avg / total 0.937556 0.940993 0.935932 21811
Classification report for turbine 6, turbine category 6
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 0.919030 0.988301 0.952408 18720
20 0.618452 0.507324 0.557403 2048
avg / total 0.846859 0.895878 0.869774 21811
Classification report for turbine 6, turbine category 7
precision recall f1-score support
19 0.948239 0.987328 0.967389 19334
20 0.854167 0.579330 0.690402 2477
avg / total 0.937556 0.940993 0.935932 21811
Classification report for turbine 6, turbine category 8
precision recall f1-score support
10 0.256757 0.253333 0.255034 75
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 0.012270 0.018519 0.014760 108
19 0.907951 0.956632 0.931656 18539
20 0.760475 0.466781 0.578486 2333
avg / total 0.854031 0.864014 0.854720 21811
Classification report for turbine 6, turbine category 9
precision recall f1-score support
10 0.727165 0.356395 0.478346 1720
11 0.016216 0.027950 0.020525 322
12 0.000000 0.000000 0.000000 221
13 0.014831 0.032407 0.020349 216
14 0.002538 0.004975 0.003361 201
15 0.005566 0.016667 0.008345 180
16 0.008584 0.011111 0.009685 180
17 0.029167 0.038889 0.033333 180
18 0.004566 0.005556 0.005013 180
19 0.857813 0.824318 0.840732 17748
20 0.520809 0.660633 0.582447 663
avg / total 0.771998 0.720325 0.740546 21811
Classification report for turbine 6, turbine category 10
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 0.934380 0.987194 0.960061 19054
20 0.847619 0.577688 0.687093 2465
avg / total 0.912065 0.927697 0.916358 21811
Classification report for turbine 6, turbine category 11
precision recall f1-score support
10 0.105263 0.040000 0.057971 50
11 0.020305 0.027778 0.023460 288
12 0.014663 0.017361 0.015898 288
13 0.000000 0.000000 0.000000 288
14 0.054054 0.006944 0.012308 288
15 0.012821 0.003472 0.005464 288
16 0.023077 0.010563 0.014493 284
17 0.026882 0.022624 0.024570 221
18 0.000000 0.000000 0.000000 216
19 0.859366 0.937051 0.896529 17268
20 0.783611 0.524871 0.628659 2332
avg / total 0.766311 0.799184 0.778332 21811
Classification report for turbine 6, turbine category 12
precision recall f1-score support
19 0.948239 0.987328 0.967389 19334
20 0.854167 0.579330 0.690402 2477
avg / total 0.937556 0.940993 0.935932 21811
Classification report for turbine 6, turbine category 13
precision recall f1-score support
19 0.948239 0.987328 0.967389 19334
20 0.854167 0.579330 0.690402 2477
avg / total 0.937556 0.940993 0.935932 21811
------------------------------------------------------------------------
Classification report for turbine 6, turbine category 0
precision recall f1-score support
19 0.992367 0.984947 0.988643 20195
20 0.827957 0.905322 0.864913 1616
avg / total 0.980185 0.979047 0.979476 21811
Classification report for turbine 6, turbine category 1
precision recall f1-score support
10.0 0.000000 0.000000 0.000000 0
11.0 0.000000 0.000000 0.000000 0
12.0 0.000000 0.000000 0.000000 0
13.0 0.000000 0.000000 0.000000 0
14.0 0.000000 0.000000 0.000000 0
15.0 0.000000 0.000000 0.000000 0
16.0 0.000000 0.000000 0.000000 0
17.0 0.000000 0.000000 0.000000 0
18.0 0.000000 0.000000 0.000000 0
19.0 0.992560 0.977717 0.985083 20195
20.0 0.832192 0.902228 0.865796 1616
avg / total 0.980678 0.972124 0.976245 21811
Classification report for turbine 6, turbine category 2
precision recall f1-score support
19 0.992367 0.984947 0.988643 20195
20 0.827957 0.905322 0.864913 1616
avg / total 0.980185 0.979047 0.979476 21811
Classification report for turbine 6, turbine category 3
precision recall f1-score support
19 0.992367 0.984947 0.988643 20195
20 0.827957 0.905322 0.864913 1616
avg / total 0.980185 0.979047 0.979476 21811
Classification report for turbine 6, turbine category 4
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 0.978113 0.971825 0.974958 19911
20 0.811073 0.903944 0.854994 1572
avg / total 0.951364 0.952318 0.951650 21811
Classification report for turbine 6, turbine category 5
precision recall f1-score support
19 0.992367 0.984947 0.988643 20195
20 0.827957 0.905322 0.864913 1616
avg / total 0.980185 0.979047 0.979476 21811
Classification report for turbine 6, turbine category 6
precision recall f1-score support
10 0.185185 0.008726 0.016667 573
11 0.008130 0.004000 0.005362 250
12 0.034483 0.004630 0.008163 216
13 0.040541 0.015385 0.022305 195
14 0.000000 0.000000 0.000000 180
15 0.021739 0.005556 0.008850 180
16 0.000000 0.000000 0.000000 180
17 0.000000 0.000000 0.000000 180
18 0.010309 0.005917 0.007519 169
19 0.915778 0.958192 0.936505 18633
20 0.533721 0.870142 0.661622 1055
avg / total 0.814081 0.861217 0.832964 21811
Classification report for turbine 6, turbine category 7
precision recall f1-score support
19 0.992367 0.984947 0.988643 20195
20 0.827957 0.905322 0.864913 1616
avg / total 0.980185 0.979047 0.979476 21811
Classification report for turbine 6, turbine category 8
precision recall f1-score support
10 0.068100 0.026243 0.037886 724
11 0.005155 0.004525 0.004819 221
12 0.000000 0.000000 0.000000 216
13 0.005747 0.004630 0.005128 216
14 0.017241 0.009259 0.012048 216
15 0.000000 0.000000 0.000000 216
16 0.016949 0.009259 0.011976 216
17 0.025641 0.013889 0.018018 216
18 0.007752 0.004926 0.006024 203
19 0.903971 0.929531 0.916573 18391
20 0.413389 0.613730 0.494021 976
avg / total 0.783760 0.812572 0.796789 21811
Classification report for turbine 6, turbine category 9
precision recall f1-score support
10 0.004367 1.000000 0.008696 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 0.992282 0.880240 0.932909 20157
20 0.818687 0.540382 0.651039 1362
avg / total 0.968158 0.847416 0.902820 21811
Classification report for turbine 6, turbine category 10
precision recall f1-score support
11.0 0.000000 0.000000 0.000000 0
12.0 0.000000 0.000000 0.000000 0
13.0 0.000000 0.000000 0.000000 0
14.0 0.000000 0.000000 0.000000 0
15.0 0.000000 0.000000 0.000000 0
16.0 0.000000 0.000000 0.000000 0
18.0 0.000000 0.000000 0.000000 0
19.0 0.992353 0.983115 0.987712 20195
20.0 0.828426 0.905322 0.865169 1616
avg / total 0.980207 0.977351 0.978633 21811
Classification report for turbine 6, turbine category 11
precision recall f1-score support
10 0.030303 0.125000 0.048780 16
11 0.036496 0.092593 0.052356 108
12 0.003155 0.009259 0.004706 108
13 0.000000 0.000000 0.000000 108
14 0.000000 0.000000 0.000000 108
15 0.003953 0.009259 0.005540 108
16 0.006826 0.018519 0.009975 108
17 0.000000 0.000000 0.000000 108
18 0.000000 0.000000 0.000000 108
19 0.953296 0.899375 0.925551 19359
20 0.811955 0.829517 0.820642 1572
avg / total 0.904919 0.858787 0.881042 21811
Classification report for turbine 6, turbine category 12
precision recall f1-score support
19 0.992367 0.984947 0.988643 20195
20 0.827957 0.905322 0.864913 1616
avg / total 0.980185 0.979047 0.979476 21811
Classification report for turbine 6, turbine category 13
precision recall f1-score support
19 0.992367 0.984947 0.988643 20195
20 0.827957 0.905322 0.864913 1616
avg / total 0.980185 0.979047 0.979476 21811
------------------------------------------------------------------------
Classification report for turbine 6, turbine category 0
precision recall f1-score support
19 0.958296 0.967373 0.962813 14252
20 0.937365 0.920624 0.928919 7559
avg / total 0.951042 0.951171 0.951067 21811
Classification report for turbine 6, turbine category 1
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 0.937412 0.957637 0.947417 13951
20 0.879170 0.879787 0.879478 7129
avg / total 0.886958 0.900096 0.893458 21811
Classification report for turbine 6, turbine category 2
precision recall f1-score support
19 0.958296 0.967373 0.962813 14252
20 0.937365 0.920624 0.928919 7559
avg / total 0.951042 0.951171 0.951067 21811
Classification report for turbine 6, turbine category 3
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 0.943213 0.967213 0.955062 14030
20 0.928206 0.920395 0.924284 7487
avg / total 0.925347 0.938105 0.931623 21811
Classification report for turbine 6, turbine category 4
precision recall f1-score support
10.0 0.000000 0.000000 0.000000 0
11.0 0.000000 0.000000 0.000000 0
12.0 0.000000 0.000000 0.000000 0
13.0 0.000000 0.000000 0.000000 0
14.0 0.000000 0.000000 0.000000 0
15.0 0.000000 0.000000 0.000000 0
16.0 0.000000 0.000000 0.000000 0
17.0 0.000000 0.000000 0.000000 0
18.0 0.000000 0.000000 0.000000 0
19.0 0.958322 0.955094 0.956705 14252
20.0 0.936631 0.891652 0.913589 7559
avg / total 0.950804 0.933107 0.941762 21811
Classification report for turbine 6, turbine category 5
precision recall f1-score support
19 0.958296 0.967373 0.962813 14252
20 0.937365 0.920624 0.928919 7559
avg / total 0.951042 0.951171 0.951067 21811
Classification report for turbine 6, turbine category 6
precision recall f1-score support
10 0.088984 0.326853 0.139886 823
11 0.009554 0.020833 0.013100 144
12 0.046875 0.020833 0.028846 144
13 0.019868 0.025641 0.022388 117
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 91
19 0.920210 0.902478 0.911258 13597
20 0.758443 0.479499 0.587544 6463
avg / total 0.802237 0.717436 0.747855 21811
Classification report for turbine 6, turbine category 7
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 0.939459 0.967918 0.953476 13964
20 0.898707 0.919262 0.908868 7258
avg / total 0.900528 0.925588 0.912884 21811
Classification report for turbine 6, turbine category 8
precision recall f1-score support
10.0 0.000000 0.000000 0.000000 0
11.0 0.000000 0.000000 0.000000 0
12.0 0.000000 0.000000 0.000000 0
13.0 0.000000 0.000000 0.000000 0
14.0 0.000000 0.000000 0.000000 0
15.0 0.000000 0.000000 0.000000 0
16.0 0.000000 0.000000 0.000000 0
17.0 0.000000 0.000000 0.000000 0
18.0 0.000000 0.000000 0.000000 0
19.0 0.956437 0.895032 0.924716 14252
20.0 0.931298 0.661728 0.773705 7559
avg / total 0.947725 0.814176 0.872380 21811
Classification report for turbine 6, turbine category 9
precision recall f1-score support
10 0.116315 0.347692 0.174315 650
11 0.000000 0.000000 0.000000 73
12 0.000000 0.000000 0.000000 72
13 0.007092 0.009901 0.008264 101
14 0.000000 0.000000 0.000000 108
15 0.000000 0.000000 0.000000 108
16 0.027778 0.018519 0.022222 108
17 0.000000 0.000000 0.000000 108
18 0.000000 0.000000 0.000000 108
19 0.925110 0.907720 0.916332 13459
20 0.887979 0.720937 0.795786 6916
avg / total 0.856065 0.799230 0.823122 21811
Classification report for turbine 6, turbine category 10
precision recall f1-score support
10.0 0.000000 0.000000 0.000000 0
11.0 0.000000 0.000000 0.000000 0
12.0 0.000000 0.000000 0.000000 0
13.0 0.000000 0.000000 0.000000 0
14.0 0.000000 0.000000 0.000000 0
15.0 0.000000 0.000000 0.000000 0
16.0 0.000000 0.000000 0.000000 0
18.0 0.000000 0.000000 0.000000 0
19.0 0.958261 0.964917 0.961577 14252
20.0 0.937323 0.919963 0.928562 7559
avg / total 0.951004 0.949337 0.950135 21811
Classification report for turbine 6, turbine category 11
precision recall f1-score support
10 0.013699 0.029412 0.018692 34
11 0.020690 0.013889 0.016620 216
12 0.028037 0.027778 0.027907 216
13 0.113636 0.046296 0.065789 216
14 0.034783 0.037037 0.035874 216
15 0.000000 0.000000 0.000000 216
16 0.005848 0.009259 0.007168 216
17 0.018293 0.013889 0.015789 216
18 0.014388 0.009259 0.011268 216
19 0.848218 0.885407 0.866414 12636
20 0.923011 0.870093 0.895771 7413
avg / total 0.807470 0.810279 0.808214 21811
Classification report for turbine 6, turbine category 12
precision recall f1-score support
19 0.958296 0.967373 0.962813 14252
20 0.937365 0.920624 0.928919 7559
avg / total 0.951042 0.951171 0.951067 21811
Classification report for turbine 6, turbine category 13
precision recall f1-score support
19 0.958296 0.967373 0.962813 14252
20 0.937365 0.920624 0.928919 7559
avg / total 0.951042 0.951171 0.951067 21811
------------------------------------------------------------------------
Classification report for turbine 6, turbine category 0
precision recall f1-score support
19 0.988643 0.989492 0.989068 19795
20 0.895948 0.888393 0.892154 2016
avg / total 0.980075 0.980148 0.980110 21811
Classification report for turbine 6, turbine category 1
precision recall f1-score support
10.0 0.000000 0.000000 0.000000 0
11.0 0.000000 0.000000 0.000000 0
12.0 0.000000 0.000000 0.000000 0
13.0 0.000000 0.000000 0.000000 0
14.0 0.000000 0.000000 0.000000 0
15.0 0.000000 0.000000 0.000000 0
16.0 0.000000 0.000000 0.000000 0
17.0 0.000000 0.000000 0.000000 0
18.0 0.000000 0.000000 0.000000 0
19.0 0.988684 0.975448 0.982022 19795
20.0 0.888950 0.802083 0.843286 2016
avg / total 0.979466 0.959424 0.969198 21811
Classification report for turbine 6, turbine category 2
precision recall f1-score support
19 0.988643 0.989492 0.989068 19795
20 0.895948 0.888393 0.892154 2016
avg / total 0.980075 0.980148 0.980110 21811
Classification report for turbine 6, turbine category 3
precision recall f1-score support
10.0 0.000000 0.000000 0.000000 0
12.0 0.000000 0.000000 0.000000 0
13.0 0.000000 0.000000 0.000000 0
14.0 0.000000 0.000000 0.000000 0
15.0 0.000000 0.000000 0.000000 0
16.0 0.000000 0.000000 0.000000 0
17.0 0.000000 0.000000 0.000000 0
18.0 0.000000 0.000000 0.000000 0
19.0 0.988826 0.983481 0.986146 19795
20.0 0.896690 0.886905 0.891771 2016
avg / total 0.980310 0.974554 0.977423 21811
Classification report for turbine 6, turbine category 4
precision recall f1-score support
10 0.015625 0.004484 0.006969 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 0.045455 0.013889 0.021277 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 0.959501 0.980990 0.970126 19200
20 0.795749 0.847130 0.820636 1812
avg / total 0.911057 0.934024 0.922310 21811
Classification report for turbine 6, turbine category 5
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 0.963608 0.989684 0.976472 19290
20 0.853427 0.894599 0.873528 1907
avg / total 0.926848 0.953510 0.939983 21811
Classification report for turbine 6, turbine category 6
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 0.980336 0.936116 0.957716 19598
20 0.843956 0.610817 0.708705 1886
avg / total 0.953845 0.893953 0.921825 21811
Classification report for turbine 6, turbine category 7
precision recall f1-score support
10.0 0.000000 0.000000 0.000000 0
11.0 0.000000 0.000000 0.000000 0
12.0 0.000000 0.000000 0.000000 0
13.0 0.000000 0.000000 0.000000 0
14.0 0.000000 0.000000 0.000000 0
15.0 0.000000 0.000000 0.000000 0
16.0 0.000000 0.000000 0.000000 0
17.0 0.000000 0.000000 0.000000 0
18.0 0.000000 0.000000 0.000000 0
19.0 0.988733 0.984188 0.986455 19795
20.0 0.887978 0.806052 0.845034 2016
avg / total 0.979420 0.967723 0.973384 21811
Classification report for turbine 6, turbine category 8
precision recall f1-score support
10.0 0.000000 0.000000 0.000000 0
11.0 0.000000 0.000000 0.000000 0
12.0 0.000000 0.000000 0.000000 0
13.0 0.000000 0.000000 0.000000 0
14.0 0.000000 0.000000 0.000000 0
15.0 0.000000 0.000000 0.000000 0
16.0 0.000000 0.000000 0.000000 0
17.0 0.000000 0.000000 0.000000 0
18.0 0.000000 0.000000 0.000000 0
19.0 0.988564 0.943218 0.965359 19795
20.0 0.892837 0.785218 0.835577 2016
avg / total 0.979716 0.928614 0.953363 21811
Classification report for turbine 6, turbine category 9
precision recall f1-score support
10 0.341232 0.103746 0.159116 694
11 0.018519 0.012903 0.015209 155
12 0.011364 0.006944 0.008621 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 0.007246 0.009259 0.008130 108
18 0.000000 0.000000 0.000000 108
19 0.940131 0.938034 0.939081 18833
20 0.569886 0.754135 0.649191 1330
avg / total 0.857619 0.859429 0.855717 21811
Classification report for turbine 6, turbine category 10
precision recall f1-score support
10.0 0.000000 0.000000 0.000000 0
11.0 0.000000 0.000000 0.000000 0
12.0 0.000000 0.000000 0.000000 0
13.0 0.000000 0.000000 0.000000 0
14.0 0.000000 0.000000 0.000000 0
15.0 0.000000 0.000000 0.000000 0
16.0 0.000000 0.000000 0.000000 0
18.0 0.000000 0.000000 0.000000 0
19.0 0.988631 0.988381 0.988506 19795
20.0 0.896084 0.885417 0.890719 2016
avg / total 0.980077 0.978864 0.979467 21811
Classification report for turbine 6, turbine category 11
precision recall f1-score support
10 0.068182 0.125000 0.088235 24
11 0.026906 0.041667 0.032698 144
12 0.028846 0.041667 0.034091 144
13 0.005208 0.006944 0.005952 144
14 0.004695 0.006944 0.005602 144
15 0.012195 0.020833 0.015385 144
16 0.009434 0.013889 0.011236 144
17 0.007194 0.006944 0.007067 144
18 0.006897 0.006944 0.006920 144
19 0.935450 0.915730 0.925485 18690
20 0.872689 0.849357 0.860865 1945
avg / total 0.880161 0.861538 0.870705 21811
Classification report for turbine 6, turbine category 12
precision recall f1-score support
19 0.988643 0.989492 0.989068 19795
20 0.895948 0.888393 0.892154 2016
avg / total 0.980075 0.980148 0.980110 21811
Classification report for turbine 6, turbine category 13
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 0.974056 0.989438 0.981687 19504
20 0.889945 0.887725 0.888833 2004
avg / total 0.952796 0.966347 0.959518 21811
------------------------------------------------------------------------
Classification report for turbine 6, turbine category 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 0.982520 0.994496 0.988471 20347
20 0.871711 0.906758 0.888889 1169
avg / total 0.963292 0.976342 0.969765 21811
Classification report for turbine 6, turbine category 1
precision recall f1-score support
10.0 0.000000 0.000000 0.000000 0
11.0 0.000000 0.000000 0.000000 0
12.0 0.000000 0.000000 0.000000 0
13.0 0.000000 0.000000 0.000000 0
14.0 0.000000 0.000000 0.000000 0
15.0 0.000000 0.000000 0.000000 0
16.0 0.000000 0.000000 0.000000 0
17.0 0.000000 0.000000 0.000000 0
18.0 0.000000 0.000000 0.000000 0
19.0 0.994479 0.988443 0.991452 20594
20.0 0.900000 0.820871 0.858616 1217
avg / total 0.989208 0.979093 0.984040 21811
Classification report for turbine 6, turbine category 2
precision recall f1-score support
19 0.994465 0.994513 0.994489 20594
20 0.907072 0.906327 0.906700 1217
avg / total 0.989588 0.989592 0.989590 21811
Classification report for turbine 6, turbine category 3
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 0.031250 0.027778 0.029412 36
18 0.000000 0.000000 0.000000 36
19 0.981145 0.986411 0.983771 20310
20 0.806149 0.857402 0.830986 1101
avg / total 0.954369 0.961854 0.958065 21811
Classification report for turbine 6, turbine category 4
precision recall f1-score support
10 0.000000 0.000000 0.000000 26
11 0.040000 0.027778 0.032787 36
12 0.000000 0.000000 0.000000 36
13 0.033333 0.027778 0.030303 36
14 0.000000 0.000000 0.000000 36
15 0.000000 0.000000 0.000000 36
16 0.035714 0.027778 0.031250 36
17 0.000000 0.000000 0.000000 36
18 0.000000 0.000000 0.000000 36
19 0.980908 0.978976 0.979941 20310
20 0.883061 0.865206 0.874043 1187
avg / total 0.961641 0.958828 0.960226 21811
Classification report for turbine 6, turbine category 5
precision recall f1-score support
10 0.000000 0.000000 0.000000 13
11 0.017544 0.027778 0.021505 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 0.982208 0.985202 0.983703 20341
20 0.874791 0.896493 0.885509 1169
avg / total 0.962925 0.966897 0.964900 21811
Classification report for turbine 6, turbine category 6
precision recall f1-score support
10 0.068493 0.070423 0.069444 142
11 0.013550 0.019841 0.016103 252
12 0.011494 0.007937 0.009390 252
13 0.018349 0.015873 0.017021 252
14 0.009901 0.003968 0.005666 252
15 0.005882 0.003968 0.004739 252
16 0.047170 0.019841 0.027933 252
17 0.028571 0.011905 0.016807 252
18 0.017544 0.003968 0.006472 252
19 0.899295 0.941465 0.919897 18553
20 0.796178 0.681818 0.734574 1100
avg / total 0.807325 0.836688 0.821190 21811
Classification report for turbine 6, turbine category 7
precision recall f1-score support
11.0 0.000000 0.000000 0.000000 0
12.0 0.000000 0.000000 0.000000 0
13.0 0.000000 0.000000 0.000000 0
14.0 0.000000 0.000000 0.000000 0
15.0 0.000000 0.000000 0.000000 0
16.0 0.000000 0.000000 0.000000 0
17.0 0.000000 0.000000 0.000000 0
18.0 0.000000 0.000000 0.000000 0
19.0 0.994737 0.991114 0.992922 20594
20.0 0.901060 0.838127 0.868455 1217
avg / total 0.989510 0.982578 0.985977 21811
Classification report for turbine 6, turbine category 8
precision recall f1-score support
10 0.000000 0.000000 0.000000 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 0.024096 0.018519 0.020942 108
16 0.000000 0.000000 0.000000 108
17 0.000000 0.000000 0.000000 108
18 0.014085 0.009259 0.011173 108
19 0.960772 0.966325 0.963540 19896
20 0.737864 0.740741 0.739300 1026
avg / total 0.911315 0.916464 0.913878 21811
Classification report for turbine 6, turbine category 9
precision recall f1-score support
10 0.495614 0.267773 0.347692 422
11 0.047619 0.055556 0.051282 162
12 0.007407 0.009259 0.008230 108
13 0.005208 0.009259 0.006667 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 0.957499 0.940276 0.948809 19791
20 0.529828 0.770588 0.627921 680
avg / total 0.895345 0.882903 0.887695 21811
Classification report for turbine 6, turbine category 10
precision recall f1-score support
12.0 0.000000 0.000000 0.000000 0
13.0 0.000000 0.000000 0.000000 0
14.0 0.000000 0.000000 0.000000 0
15.0 0.000000 0.000000 0.000000 0
16.0 0.000000 0.000000 0.000000 0
18.0 0.000000 0.000000 0.000000 0
19.0 0.994460 0.993736 0.994098 20594
20.0 0.907072 0.906327 0.906700 1217
avg / total 0.989584 0.988859 0.989221 21811
Classification report for turbine 6, turbine category 11
precision recall f1-score support
10 0.000000 0.000000 0.000000 12
11 0.036036 0.055556 0.043716 72
12 0.005882 0.013889 0.008264 72
13 0.004808 0.013889 0.007143 72
14 0.005181 0.013889 0.007547 72
15 0.003623 0.013889 0.005747 72
16 0.000000 0.000000 0.000000 72
17 0.004082 0.013889 0.006309 72
18 0.005236 0.013889 0.007605 72
19 0.968251 0.922666 0.944909 20030
20 0.898054 0.812238 0.852993 1193
avg / total 0.938522 0.892210 0.914693 21811
Classification report for turbine 6, turbine category 12
precision recall f1-score support
19 0.994465 0.994513 0.994489 20594
20 0.907072 0.906327 0.906700 1217
avg / total 0.989588 0.989592 0.989590 21811
Classification report for turbine 6, turbine category 13
precision recall f1-score support
10.0 0.000000 0.000000 0.000000 0
11.0 0.000000 0.000000 0.000000 0
12.0 0.000000 0.000000 0.000000 0
13.0 0.000000 0.000000 0.000000 0
14.0 0.000000 0.000000 0.000000 0
15.0 0.000000 0.000000 0.000000 0
16.0 0.000000 0.000000 0.000000 0
17.0 0.000000 0.000000 0.000000 0
18.0 0.000000 0.000000 0.000000 0
19.0 0.994497 0.991551 0.993022 20594
20.0 0.906612 0.901397 0.903997 1217
avg / total 0.989593 0.986521 0.988054 21811
------------------------------------------------------------------------
Classification report for turbine 7, turbine category 0
precision recall f1-score support
19 0.882687 0.935321 0.908242 8318
20 0.955570 0.917969 0.936392 12605
avg / total 0.926595 0.924867 0.925201 20923
Classification report for turbine 7, turbine category 1
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 0.859428 0.936573 0.896344 8088
20 0.953506 0.920807 0.936871 12539
avg / total 0.903650 0.913875 0.907951 20923
Classification report for turbine 7, turbine category 2
precision recall f1-score support
19 0.882687 0.935321 0.908242 8318
20 0.955570 0.917969 0.936392 12605
avg / total 0.926595 0.924867 0.925201 20923
Classification report for turbine 7, turbine category 3
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 4
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 0.830043 0.932331 0.878219 7847
20 0.949129 0.918705 0.933669 12510
avg / total 0.878791 0.898963 0.887616 20923
Classification report for turbine 7, turbine category 5
precision recall f1-score support
19 0.882687 0.935321 0.908242 8318
20 0.955570 0.917969 0.936392 12605
avg / total 0.926595 0.924867 0.925201 20923
Classification report for turbine 7, turbine category 6
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 0.655661 0.919345 0.765430 6286
20 0.873400 0.930822 0.901197 11362
avg / total 0.671274 0.781676 0.719347 20923
Classification report for turbine 7, turbine category 7
precision recall f1-score support
19 0.882687 0.935321 0.908242 8318
20 0.955570 0.917969 0.936392 12605
avg / total 0.926595 0.924867 0.925201 20923
Classification report for turbine 7, turbine category 8
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 0.684820 0.920543 0.785375 6557
20 0.895202 0.946642 0.920204 11451
avg / total 0.704551 0.806576 0.749747 20923
Classification report for turbine 7, turbine category 9
precision recall f1-score support
19 0.882687 0.935321 0.908242 8318
20 0.955570 0.917969 0.936392 12605
avg / total 0.926595 0.924867 0.925201 20923
Classification report for turbine 7, turbine category 10
precision recall f1-score support
19 0.882687 0.935321 0.908242 8318
20 0.955570 0.917969 0.936392 12605
avg / total 0.926595 0.924867 0.925201 20923
Classification report for turbine 7, turbine category 11
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 0.867824 0.934286 0.899829 8187
20 0.954001 0.928543 0.941100 12441
avg / total 0.906830 0.917698 0.911682 20923
Classification report for turbine 7, turbine category 12
precision recall f1-score support
19 0.882687 0.935321 0.908242 8318
20 0.955570 0.917969 0.936392 12605
avg / total 0.926595 0.924867 0.925201 20923
Classification report for turbine 7, turbine category 13
precision recall f1-score support
19 0.882687 0.935321 0.908242 8318
20 0.955570 0.917969 0.936392 12605
avg / total 0.926595 0.924867 0.925201 20923
------------------------------------------------------------------------
Classification report for turbine 7, turbine category 0
precision recall f1-score support
19 0.974359 0.752405 0.849117 16010
20 0.536916 0.935477 0.682253 4913
avg / total 0.871641 0.795393 0.809935 20923
Classification report for turbine 7, turbine category 1
precision recall f1-score support
10.0 0.000000 0.000000 0.000000 0
11.0 0.000000 0.000000 0.000000 0
12.0 0.000000 0.000000 0.000000 0
13.0 0.000000 0.000000 0.000000 0
14.0 0.000000 0.000000 0.000000 0
15.0 0.000000 0.000000 0.000000 0
16.0 0.000000 0.000000 0.000000 0
17.0 0.000000 0.000000 0.000000 0
18.0 0.000000 0.000000 0.000000 0
19.0 0.975156 0.720800 0.828904 16010
20.0 0.508837 0.832078 0.631498 4913
avg / total 0.865658 0.746929 0.782550 20923
Classification report for turbine 7, turbine category 2
precision recall f1-score support
19 0.974359 0.752405 0.849117 16010
20 0.536916 0.935477 0.682253 4913
avg / total 0.871641 0.795393 0.809935 20923
Classification report for turbine 7, turbine category 3
precision recall f1-score support
10.0 0.000000 0.000000 0.000000 0
11.0 0.000000 0.000000 0.000000 0
12.0 0.000000 0.000000 0.000000 0
13.0 0.000000 0.000000 0.000000 0
14.0 0.000000 0.000000 0.000000 0
15.0 0.000000 0.000000 0.000000 0
16.0 0.000000 0.000000 0.000000 0
17.0 0.000000 0.000000 0.000000 0
18.0 0.000000 0.000000 0.000000 0
19.0 0.980767 0.621112 0.760564 16010
20.0 0.469975 0.661103 0.549391 4913
avg / total 0.860827 0.630502 0.710978 20923
Classification report for turbine 7, turbine category 4
precision recall f1-score support
10 0.080139 0.007055 0.012969 3260
11 0.000000 0.000000 0.000000 1291
12 0.027624 0.004579 0.007855 1092
13 0.070423 0.015756 0.025751 952
14 0.078947 0.007194 0.013187 834
15 0.052277 0.041389 0.046200 749
16 0.110294 0.052632 0.071259 570
17 0.047619 0.002457 0.004673 407
18 0.085106 0.012500 0.021798 320
19 0.620987 0.821203 0.707197 8244
20 0.333861 0.856429 0.480434 3204
avg / total 0.323187 0.460211 0.360365 20923
Classification report for turbine 7, turbine category 5
precision recall f1-score support
19 0.974359 0.752405 0.849117 16010
20 0.536916 0.935477 0.682253 4913
avg / total 0.871641 0.795393 0.809935 20923
Classification report for turbine 7, turbine category 6
precision recall f1-score support
10 0.001301 0.384615 0.002594 13
11 0.015835 0.305556 0.030109 108
12 0.002548 0.018519 0.004479 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 0.008929 0.009259 0.009091 108
18 0.013889 0.018519 0.015873 108
19 0.939525 0.575617 0.713869 15519
20 0.705316 0.501215 0.586002 4527
avg / total 0.849683 0.537447 0.656590 20923
Classification report for turbine 7, turbine category 7
precision recall f1-score support
19 0.974359 0.752405 0.849117 16010
20 0.536916 0.935477 0.682253 4913
avg / total 0.871641 0.795393 0.809935 20923
Classification report for turbine 7, turbine category 8
precision recall f1-score support
10 0.052786 0.101983 0.069565 353
11 0.164773 0.023052 0.040446 2516
12 0.068351 0.023517 0.034994 1956
13 0.089776 0.023499 0.037248 1532
14 0.071618 0.023136 0.034974 1167
15 0.060159 0.054415 0.057143 974
16 0.081967 0.054422 0.065413 735
17 0.010714 0.005254 0.007051 571
18 0.052559 0.091127 0.066667 417
19 0.462954 0.529318 0.493917 7555
20 0.343834 0.811567 0.483026 3147
avg / total 0.263564 0.329303 0.271464 20923
Classification report for turbine 7, turbine category 9
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 0.922349 0.750049 0.827324 15203
20 0.321028 0.913868 0.475145 3007
avg / total 0.716331 0.676337 0.669434 20923
Classification report for turbine 7, turbine category 10
precision recall f1-score support
19 0.974359 0.752405 0.849117 16010
20 0.536916 0.935477 0.682253 4913
avg / total 0.871641 0.795393 0.809935 20923
Classification report for turbine 7, turbine category 11
precision recall f1-score support
10.0 0.000000 0.000000 0.000000 0
11.0 0.000000 0.000000 0.000000 0
12.0 0.000000 0.000000 0.000000 0
13.0 0.000000 0.000000 0.000000 0
14.0 0.000000 0.000000 0.000000 0
15.0 0.000000 0.000000 0.000000 0
19.0 0.974119 0.740537 0.841418 16010
20.0 0.537210 0.934460 0.682220 4913
avg / total 0.871527 0.786073 0.804036 20923
Classification report for turbine 7, turbine category 12
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 0.970719 0.754495 0.849057 15906
20 0.514252 0.932825 0.663002 4719
avg / total 0.853941 0.783970 0.795001 20923
Classification report for turbine 7, turbine category 13
precision recall f1-score support
19 0.974359 0.752405 0.849117 16010
20 0.536916 0.935477 0.682253 4913
avg / total 0.871641 0.795393 0.809935 20923
------------------------------------------------------------------------
Classification report for turbine 7, turbine category 0
precision recall f1-score support
19 0.980990 0.975416 0.978195 16718
20 0.904419 0.924851 0.914521 4205
avg / total 0.965601 0.965254 0.965398 20923
Classification report for turbine 7, turbine category 1
precision recall f1-score support
10.0 0.000000 0.000000 0.000000 0
11.0 0.000000 0.000000 0.000000 0
12.0 0.000000 0.000000 0.000000 0
13.0 0.000000 0.000000 0.000000 0
14.0 0.000000 0.000000 0.000000 0
15.0 0.000000 0.000000 0.000000 0
16.0 0.000000 0.000000 0.000000 0
17.0 0.000000 0.000000 0.000000 0
19.0 0.980947 0.966982 0.973914 16718
20.0 0.904706 0.923424 0.913970 4205
avg / total 0.965624 0.958228 0.961867 20923
Classification report for turbine 7, turbine category 2
precision recall f1-score support
19 0.980990 0.975416 0.978195 16718
20 0.904419 0.924851 0.914521 4205
avg / total 0.965601 0.965254 0.965398 20923
Classification report for turbine 7, turbine category 3
precision recall f1-score support
10 0.002725 0.093750 0.005296 32
11 0.000000 0.000000 0.000000 144
12 0.119048 0.034722 0.053763 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 0.009804 0.006944 0.008130 144
18 0.000000 0.000000 0.000000 144
19 0.914913 0.916725 0.915818 15647
20 0.881796 0.796676 0.837078 4092
avg / total 0.857553 0.841801 0.849028 20923
Classification report for turbine 7, turbine category 4
precision recall f1-score support
10 0.499168 0.680272 0.575816 441
11 0.133333 0.168514 0.148874 451
12 0.066176 0.097035 0.078689 371
13 0.048964 0.072222 0.058361 360
14 0.030948 0.046784 0.037253 342
15 0.009509 0.022388 0.013348 268
16 0.006547 0.015873 0.009270 252
17 0.004175 0.007937 0.005472 252
18 0.004808 0.007937 0.005988 252
19 0.865441 0.775477 0.817993 14199
20 0.854545 0.755020 0.801706 3735
avg / total 0.756087 0.683411 0.717004 20923
Classification report for turbine 7, turbine category 5
precision recall f1-score support
19 0.980990 0.975416 0.978195 16718
20 0.904419 0.924851 0.914521 4205
avg / total 0.965601 0.965254 0.965398 20923
Classification report for turbine 7, turbine category 6
precision recall f1-score support
10 0.017817 0.074074 0.028725 108
11 0.000000 0.000000 0.000000 314
12 0.000000 0.000000 0.000000 252
13 0.000000 0.000000 0.000000 252
14 0.000000 0.000000 0.000000 189
15 0.000000 0.000000 0.000000 180
16 0.007092 0.005556 0.006231 180
17 0.021898 0.016667 0.018927 180
18 0.000000 0.000000 0.000000 180
19 0.886688 0.934212 0.909830 15094
20 0.861657 0.812469 0.836340 3994
avg / total 0.804486 0.829613 0.816372 20923
Classification report for turbine 7, turbine category 7
precision recall f1-score support
19 0.980990 0.975416 0.978195 16718
20 0.904419 0.924851 0.914521 4205
avg / total 0.965601 0.965254 0.965398 20923
Classification report for turbine 7, turbine category 8
precision recall f1-score support
10 0.065611 0.145729 0.090484 199
11 0.156584 0.273292 0.199095 966
12 0.092331 0.150485 0.114444 824
13 0.044799 0.081267 0.057758 726
14 0.036364 0.062593 0.046002 671
15 0.026432 0.038961 0.031496 616
16 0.030848 0.042781 0.035848 561
17 0.033600 0.044025 0.038113 477
18 0.030435 0.044872 0.036269 468
19 0.754878 0.604921 0.671631 11704
20 0.833846 0.584209 0.687054 3711
avg / total 0.587424 0.471061 0.519167 20923
Classification report for turbine 7, turbine category 9
precision recall f1-score support
10 0.067636 0.699248 0.123342 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 0.013514 0.013889 0.013699 72
17 0.000000 0.000000 0.000000 72
18 0.000000 0.000000 0.000000 72
19 0.961519 0.933305 0.947202 16358
20 0.855862 0.692946 0.765835 3856
avg / total 0.909941 0.861874 0.882511 20923
Classification report for turbine 7, turbine category 10
precision recall f1-score support
19 0.980990 0.975416 0.978195 16718
20 0.904419 0.924851 0.914521 4205
avg / total 0.965601 0.965254 0.965398 20923
Classification report for turbine 7, turbine category 11
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 0.927971 0.971447 0.949211 15795
20 0.852490 0.927830 0.888566 3949
avg / total 0.861434 0.908474 0.884277 20923
Classification report for turbine 7, turbine category 12
precision recall f1-score support
10.0 0.000000 0.000000 0.000000 0
11.0 0.000000 0.000000 0.000000 0
12.0 0.000000 0.000000 0.000000 0
19.0 0.980990 0.975416 0.978195 16718
20.0 0.896708 0.848514 0.871945 4205
avg / total 0.964052 0.949912 0.956841 20923
Classification report for turbine 7, turbine category 13
precision recall f1-score support
19 0.980990 0.975416 0.978195 16718
20 0.904419 0.924851 0.914521 4205
avg / total 0.965601 0.965254 0.965398 20923
------------------------------------------------------------------------
Classification report for turbine 7, turbine category 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 0.973326 0.986037 0.979640 18836
20 0.644215 0.872701 0.741250 1359
avg / total 0.918083 0.944367 0.930070 20923
Classification report for turbine 7, turbine category 1
precision recall f1-score support
10.0 0.000000 0.000000 0.000000 0
11.0 0.000000 0.000000 0.000000 0
12.0 0.000000 0.000000 0.000000 0
13.0 0.000000 0.000000 0.000000 0
14.0 0.000000 0.000000 0.000000 0
15.0 0.000000 0.000000 0.000000 0
16.0 0.000000 0.000000 0.000000 0
17.0 0.000000 0.000000 0.000000 0
19.0 0.990438 0.978243 0.984303 19166
20.0 0.856986 0.890154 0.873255 1757
avg / total 0.979232 0.970845 0.974978 20923
Classification report for turbine 7, turbine category 2
precision recall f1-score support
19 0.990462 0.986121 0.988287 19166
20 0.855513 0.896414 0.875486 1757
avg / total 0.979130 0.978588 0.978815 20923
Classification report for turbine 7, turbine category 3
precision recall f1-score support
10.0 0.000000 0.000000 0.000000 0
11.0 0.000000 0.000000 0.000000 0
12.0 0.000000 0.000000 0.000000 0
13.0 0.000000 0.000000 0.000000 0
14.0 0.000000 0.000000 0.000000 0
15.0 0.000000 0.000000 0.000000 0
16.0 0.000000 0.000000 0.000000 0
17.0 0.000000 0.000000 0.000000 0
18.0 0.000000 0.000000 0.000000 0
19.0 0.989777 0.904258 0.945087 19166
20.0 0.863133 0.843483 0.853195 1757
avg / total 0.979142 0.899154 0.937370 20923
Classification report for turbine 7, turbine category 4
precision recall f1-score support
10 0.100478 0.724138 0.176471 29
11 0.007130 0.111111 0.013400 36
12 0.004405 0.083333 0.008368 36
13 0.003284 0.055556 0.006202 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 0.003106 0.027778 0.005587 36
19 0.976580 0.774310 0.863761 18902
20 0.845070 0.809859 0.827090 1704
avg / total 0.951244 0.766955 0.847990 20923
Classification report for turbine 7, turbine category 5
precision recall f1-score support
19 0.990462 0.986121 0.988287 19166
20 0.855513 0.896414 0.875486 1757
avg / total 0.979130 0.978588 0.978815 20923
Classification report for turbine 7, turbine category 6
precision recall f1-score support
10.0 0.000000 0.000000 0.000000 0
11.0 0.000000 0.000000 0.000000 0
12.0 0.000000 0.000000 0.000000 0
13.0 0.000000 0.000000 0.000000 0
14.0 0.000000 0.000000 0.000000 0
15.0 0.000000 0.000000 0.000000 0
16.0 0.000000 0.000000 0.000000 0
17.0 0.000000 0.000000 0.000000 0
18.0 0.000000 0.000000 0.000000 0
19.0 0.990193 0.900866 0.943420 19166
20.0 0.866584 0.791121 0.827135 1757
avg / total 0.979813 0.891650 0.933655 20923
Classification report for turbine 7, turbine category 7
precision recall f1-score support
19 0.990462 0.986121 0.988287 19166
20 0.855513 0.896414 0.875486 1757
avg / total 0.979130 0.978588 0.978815 20923
Classification report for turbine 7, turbine category 8
precision recall f1-score support
10 0.036364 0.007463 0.012384 1340
11 0.053942 0.159836 0.080662 488
12 0.031818 0.089744 0.046980 468
13 0.013500 0.035354 0.019539 396
14 0.012887 0.027473 0.017544 364
15 0.040943 0.091667 0.056604 360
16 0.021390 0.033333 0.026059 360
17 0.008446 0.013889 0.010504 360
18 0.031353 0.052778 0.039337 360
19 0.763000 0.602809 0.673511 15237
20 0.553888 0.682353 0.611446 1190
avg / total 0.593687 0.488458 0.531935 20923
Classification report for turbine 7, turbine category 9
precision recall f1-score support
10 0.263830 0.626263 0.371257 99
11 0.000000 0.000000 0.000000 72
12 0.008333 0.013889 0.010417 72
13 0.012821 0.013889 0.013333 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 0.962081 0.952317 0.957174 18623
20 0.809640 0.816615 0.813113 1625
avg / total 0.920525 0.914114 0.916944 20923
Classification report for turbine 7, turbine category 10
precision recall f1-score support
19 0.990462 0.986121 0.988287 19166
20 0.855513 0.896414 0.875486 1757
avg / total 0.979130 0.978588 0.978815 20923
Classification report for turbine 7, turbine category 11
precision recall f1-score support
10 0.000000 0.000000 0.000000 12
11 0.000000 0.000000 0.000000 72
12 0.000000 0.000000 0.000000 72
13 0.011765 0.013889 0.012739 72
14 0.007519 0.013889 0.009756 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 0.962941 0.952706 0.957796 18628
20 0.834591 0.842414 0.838484 1707
avg / total 0.925474 0.917029 0.921222 20923
Classification report for turbine 7, turbine category 12
precision recall f1-score support
10.0 0.000000 0.000000 0.000000 0
11.0 0.000000 0.000000 0.000000 0
19.0 0.990462 0.986121 0.988287 19166
20.0 0.854167 0.886739 0.870148 1757
avg / total 0.979017 0.977776 0.978366 20923
Classification report for turbine 7, turbine category 13
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 0.949114 0.986384 0.967390 18361
20 0.807170 0.896801 0.849628 1657
avg / total 0.896820 0.936625 0.916221 20923
------------------------------------------------------------------------
Classification report for turbine 7, turbine category 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 0.982122 0.986045 0.984079 19276
20 0.817147 0.909769 0.860974 1341
avg / total 0.957184 0.966735 0.961797 20923
Classification report for turbine 7, turbine category 1
precision recall f1-score support
11.0 0.000000 0.000000 0.000000 0
12.0 0.000000 0.000000 0.000000 0
13.0 0.000000 0.000000 0.000000 0
14.0 0.000000 0.000000 0.000000 0
15.0 0.000000 0.000000 0.000000 0
16.0 0.000000 0.000000 0.000000 0
17.0 0.000000 0.000000 0.000000 0
19.0 0.994313 0.985701 0.989988 19512
20.0 0.861886 0.919915 0.889955 1411
avg / total 0.985383 0.981265 0.983242 20923
Classification report for turbine 7, turbine category 2
precision recall f1-score support
19 0.994334 0.989340 0.991831 19512
20 0.862160 0.922041 0.891096 1411
avg / total 0.985420 0.984801 0.985037 20923
Classification report for turbine 7, turbine category 3
precision recall f1-score support
10.0 0.000000 0.000000 0.000000 0
11.0 0.000000 0.000000 0.000000 0
12.0 0.000000 0.000000 0.000000 0
13.0 0.000000 0.000000 0.000000 0
14.0 0.000000 0.000000 0.000000 0
15.0 0.000000 0.000000 0.000000 0
16.0 0.000000 0.000000 0.000000 0
17.0 0.000000 0.000000 0.000000 0
18.0 0.000000 0.000000 0.000000 0
19.0 0.994213 0.959768 0.976687 19512
20.0 0.869083 0.832743 0.850525 1411
avg / total 0.985775 0.951202 0.968179 20923
Classification report for turbine 7, turbine category 4
precision recall f1-score support
10.0 0.000000 0.000000 0.000000 0
11.0 0.000000 0.000000 0.000000 0
12.0 0.000000 0.000000 0.000000 0
13.0 0.000000 0.000000 0.000000 0
14.0 0.000000 0.000000 0.000000 0
15.0 0.000000 0.000000 0.000000 0
16.0 0.000000 0.000000 0.000000 0
17.0 0.000000 0.000000 0.000000 0
18.0 0.000000 0.000000 0.000000 0
19.0 0.993986 0.813243 0.894577 19512
20.0 0.835221 0.574770 0.680940 1411
avg / total 0.983280 0.797161 0.880169 20923
Classification report for turbine 7, turbine category 5
precision recall f1-score support
19 0.994334 0.989340 0.991831 19512
20 0.862160 0.922041 0.891096 1411
avg / total 0.985420 0.984801 0.985037 20923
Classification report for turbine 7, turbine category 6
precision recall f1-score support
10 0.011494 0.027778 0.016260 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 0.010638 0.006944 0.008403 144
15 0.012500 0.006944 0.008929 144
16 0.000000 0.000000 0.000000 144
17 0.010101 0.006944 0.008230 144
18 0.000000 0.000000 0.000000 144
19 0.939301 0.948634 0.943945 18417
20 0.812726 0.853455 0.832593 1317
avg / total 0.878204 0.888926 0.883498 20923
Classification report for turbine 7, turbine category 7
precision recall f1-score support
19 0.994334 0.989340 0.991831 19512
20 0.862160 0.922041 0.891096 1411
avg / total 0.985420 0.984801 0.985037 20923
Classification report for turbine 7, turbine category 8
precision recall f1-score support
10 0.159574 0.108696 0.129310 414
11 0.009564 0.148148 0.017967 108
12 0.012953 0.138889 0.023697 108
13 0.004376 0.037037 0.007828 108
14 0.003866 0.027778 0.006787 108
15 0.000000 0.000000 0.000000 108
16 0.009390 0.037037 0.014981 108
17 0.002132 0.009259 0.003466 108
18 0.005333 0.018519 0.008282 108
19 0.953022 0.681903 0.794983 18683
20 0.687704 0.656965 0.671983 962
avg / total 0.886015 0.643407 0.743756 20923
Classification report for turbine 7, turbine category 9
precision recall f1-score support
10 0.294872 0.221154 0.252747 104
11 0.009346 0.009259 0.009302 108
12 0.009259 0.009259 0.009259 108
13 0.011765 0.009259 0.010363 108
14 0.000000 0.000000 0.000000 108
15 0.013333 0.009259 0.010929 108
16 0.037037 0.018519 0.024691 108
17 0.009709 0.009259 0.009479 108
18 0.000000 0.000000 0.000000 108
19 0.952310 0.956848 0.954573 18678
20 0.787729 0.874706 0.828942 1277
avg / total 0.900139 0.909000 0.904381 20923
Classification report for turbine 7, turbine category 10
precision recall f1-score support
19 0.994334 0.989340 0.991831 19512
20 0.862160 0.922041 0.891096 1411
avg / total 0.985420 0.984801 0.985037 20923
Classification report for turbine 7, turbine category 11
precision recall f1-score support
10 0.083333 0.076923 0.080000 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 0.015873 0.013889 0.014815 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 0.965346 0.964378 0.964862 18949
20 0.852257 0.899639 0.875307 1385
avg / total 0.930791 0.933040 0.931873 20923
Classification report for turbine 7, turbine category 12
precision recall f1-score support
10.0 0.000000 0.000000 0.000000 0
11.0 0.000000 0.000000 0.000000 0
19.0 0.994334 0.989340 0.991831 19512
20.0 0.861610 0.917789 0.888813 1411
avg / total 0.985383 0.984515 0.984883 20923
Classification report for turbine 7, turbine category 13
precision recall f1-score support
10.0 0.000000 0.000000 0.000000 0
11.0 0.000000 0.000000 0.000000 0
12.0 0.000000 0.000000 0.000000 0
13.0 0.000000 0.000000 0.000000 0
14.0 0.000000 0.000000 0.000000 0
15.0 0.000000 0.000000 0.000000 0
16.0 0.000000 0.000000 0.000000 0
17.0 0.000000 0.000000 0.000000 0
18.0 0.000000 0.000000 0.000000 0
19.0 0.994350 0.965150 0.979532 19512
20.0 0.860027 0.905741 0.882292 1411
avg / total 0.985292 0.961143 0.972975 20923
------------------------------------------------------------------------
Classification report for turbine 8, turbine category 0
precision recall f1-score support
10 0.058824 0.004484 0.008333 446
11 0.000000 0.000000 0.000000 392
12 0.027972 0.011111 0.015905 360
13 0.028169 0.006116 0.010050 327
14 0.034483 0.006897 0.011494 290
15 0.044693 0.028571 0.034858 280
16 0.029412 0.019841 0.023697 252
17 0.000000 0.000000 0.000000 224
18 0.009615 0.004630 0.006250 216
19 0.873451 0.912477 0.892537 12511
20 0.541895 0.867602 0.667116 2281
avg / total 0.696361 0.763354 0.723669 17579
Classification report for turbine 8, turbine category 1
precision recall f1-score support
19 0.974459 0.949855 0.962000 14139
20 0.813274 0.897674 0.853392 3440
avg / total 0.942917 0.939644 0.940747 17579
Classification report for turbine 8, turbine category 2
precision recall f1-score support
19 0.974459 0.949855 0.962000 14139
20 0.813274 0.897674 0.853392 3440
avg / total 0.942917 0.939644 0.940747 17579
Classification report for turbine 8, turbine category 3
precision recall f1-score support
19 0.974459 0.949855 0.962000 14139
20 0.813274 0.897674 0.853392 3440
avg / total 0.942917 0.939644 0.940747 17579
Classification report for turbine 8, turbine category 4
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 0.971887 0.927484 0.949166 14052
20 0.756012 0.864915 0.806805 3235
avg / total 0.916016 0.900563 0.907202 17579
Classification report for turbine 8, turbine category 5
precision recall f1-score support
19 0.974459 0.949855 0.962000 14139
20 0.813274 0.897674 0.853392 3440
avg / total 0.942917 0.939644 0.940747 17579
Classification report for turbine 8, turbine category 6
precision recall f1-score support
10 0.563647 0.826009 0.670062 1115
11 0.000000 0.000000 0.000000 72
12 0.008475 0.013889 0.010526 72
13 0.011834 0.031250 0.017167 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 0.947601 0.838123 0.889506 13572
20 0.773247 0.621006 0.688815 2504
avg / total 0.877575 0.788099 0.827473 17579
Classification report for turbine 8, turbine category 7
precision recall f1-score support
19 0.974459 0.949855 0.962000 14139
20 0.813274 0.897674 0.853392 3440
avg / total 0.942917 0.939644 0.940747 17579
Classification report for turbine 8, turbine category 8
precision recall f1-score support
10 0.075000 0.011968 0.020642 752
11 0.006897 0.006849 0.006873 146
12 0.000000 0.000000 0.000000 111
13 0.000000 0.000000 0.000000 108
14 0.004184 0.009259 0.005764 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 0.942271 0.886631 0.913605 13531
20 0.573650 0.878079 0.693945 2395
avg / total 0.806737 0.802719 0.798745 17579
Classification report for turbine 8, turbine category 9
precision recall f1-score support
10 0.033898 0.021739 0.026490 92
11 0.000000 0.000000 0.000000 72
12 0.000000 0.000000 0.000000 72
13 0.004386 0.013889 0.006667 72
14 0.008621 0.055556 0.014925 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 0.972927 0.894756 0.932205 13977
20 0.732143 0.824472 0.775569 2934
avg / total 0.895999 0.849423 0.870866 17579
Classification report for turbine 8, turbine category 10
precision recall f1-score support
19 0.974459 0.949855 0.962000 14139
20 0.813274 0.897674 0.853392 3440
avg / total 0.942917 0.939644 0.940747 17579
Classification report for turbine 8, turbine category 11
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 0.872733 0.946341 0.908048 12710
20 0.808533 0.903207 0.853252 3399
avg / total 0.787339 0.858866 0.821519 17579
Classification report for turbine 8, turbine category 12
precision recall f1-score support
19 0.974459 0.949855 0.962000 14139
20 0.813274 0.897674 0.853392 3440
avg / total 0.942917 0.939644 0.940747 17579
Classification report for turbine 8, turbine category 13
precision recall f1-score support
19 0.974459 0.949855 0.962000 14139
20 0.813274 0.897674 0.853392 3440
avg / total 0.942917 0.939644 0.940747 17579
------------------------------------------------------------------------
Classification report for turbine 8, turbine category 0
precision recall f1-score support
10.0 0.000000 0.000000 0.000000 0
11.0 0.000000 0.000000 0.000000 0
12.0 0.000000 0.000000 0.000000 0
13.0 0.000000 0.000000 0.000000 0
14.0 0.000000 0.000000 0.000000 0
15.0 0.000000 0.000000 0.000000 0
16.0 0.000000 0.000000 0.000000 0
17.0 0.000000 0.000000 0.000000 0
18.0 0.000000 0.000000 0.000000 0
19.0 0.983678 0.856061 0.915443 12672
20.0 0.918630 0.437131 0.592378 4907
avg / total 0.965520 0.739121 0.825263 17579
Classification report for turbine 8, turbine category 1
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 0.980032 0.967106 0.973526 12586
20 0.874976 0.960630 0.915804 4699
avg / total 0.935559 0.949201 0.941815 17579
Classification report for turbine 8, turbine category 2
precision recall f1-score support
19 0.984461 0.964883 0.974574 12672
20 0.913743 0.960668 0.936618 4907
avg / total 0.964720 0.963707 0.963979 17579
Classification report for turbine 8, turbine category 3
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 0.963205 0.964680 0.963942 12401
20 0.909866 0.961097 0.934780 4884
avg / total 0.932276 0.947551 0.939718 17579
Classification report for turbine 8, turbine category 4
precision recall f1-score support
10.0 0.000000 0.000000 0.000000 0
11.0 0.000000 0.000000 0.000000 0
12.0 0.000000 0.000000 0.000000 0
13.0 0.000000 0.000000 0.000000 0
14.0 0.000000 0.000000 0.000000 0
15.0 0.000000 0.000000 0.000000 0
16.0 0.000000 0.000000 0.000000 0
17.0 0.000000 0.000000 0.000000 0
18.0 0.000000 0.000000 0.000000 0
19.0 0.985046 0.956439 0.970532 12672
20.0 0.921326 0.940289 0.930711 4907
avg / total 0.967259 0.951931 0.959416 17579
Classification report for turbine 8, turbine category 5
precision recall f1-score support
19 0.984461 0.964883 0.974574 12672
20 0.913743 0.960668 0.936618 4907
avg / total 0.964720 0.963707 0.963979 17579
Classification report for turbine 8, turbine category 6
precision recall f1-score support
10 0.005222 0.133333 0.010050 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 0.000000 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 0.961522 0.927243 0.944072 12370
20 0.908005 0.885008 0.896359 4896
avg / total 0.929501 0.899084 0.913982 17579
Classification report for turbine 8, turbine category 7
precision recall f1-score support
19 0.984461 0.964883 0.974574 12672
20 0.913743 0.960668 0.936618 4907
avg / total 0.964720 0.963707 0.963979 17579
Classification report for turbine 8, turbine category 8
precision recall f1-score support
10 0.136817 0.859779 0.236069 271
11 0.010363 0.011111 0.010724 180
12 0.000000 0.000000 0.000000 117
13 0.007353 0.009259 0.008197 108
14 0.013333 0.009259 0.010929 108
15 0.046512 0.037037 0.041237 108
16 0.032258 0.037037 0.034483 108
17 0.023077 0.027778 0.025210 108
18 0.000000 0.000000 0.000000 108
19 0.924287 0.899184 0.911563 11893
20 0.900867 0.650559 0.755521 4470
avg / total 0.857364 0.787872 0.813315 17579
Classification report for turbine 8, turbine category 9
precision recall f1-score support
10 0.029412 0.035503 0.032172 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 0.961687 0.901897 0.930833 12385
20 0.893419 0.647667 0.750948 4737
avg / total 0.918573 0.810285 0.858470 17579
Classification report for turbine 8, turbine category 10
precision recall f1-score support
19 0.984461 0.964883 0.974574 12672
20 0.913743 0.960668 0.936618 4907
avg / total 0.964720 0.963707 0.963979 17579
Classification report for turbine 8, turbine category 11
precision recall f1-score support
10 0.042553 0.083333 0.056338 24
11 0.000000 0.000000 0.000000 144
12 0.000000 0.000000 0.000000 144
13 0.006623 0.006944 0.006780 144
14 0.000000 0.000000 0.000000 144
15 0.000000 0.000000 0.000000 144
16 0.008475 0.006944 0.007634 144
17 0.068182 0.020833 0.031915 144
18 0.010638 0.006944 0.008403 144
19 0.911334 0.887879 0.899454 11773
20 0.867432 0.962419 0.912460 4630
avg / total 0.839632 0.848569 0.843233 17579
Classification report for turbine 8, turbine category 12
precision recall f1-score support
19 0.984461 0.964883 0.974574 12672
20 0.913743 0.960668 0.936618 4907
avg / total 0.964720 0.963707 0.963979 17579
Classification report for turbine 8, turbine category 13
precision recall f1-score support
19 0.984461 0.964883 0.974574 12672
20 0.913743 0.960668 0.936618 4907
avg / total 0.964720 0.963707 0.963979 17579
------------------------------------------------------------------------
Classification report for turbine 8, turbine category 0
precision recall f1-score support
10 0.040230 0.047619 0.043614 147
11 0.022472 0.046512 0.030303 86
12 0.091837 0.125000 0.105882 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 0.936126 0.945531 0.940805 13237
20 0.896381 0.652705 0.755377 3605
avg / total 0.889550 0.846977 0.864282 17579
Classification report for turbine 8, turbine category 1
precision recall f1-score support
10.0 0.000000 0.000000 0.000000 0
11.0 0.000000 0.000000 0.000000 0
12.0 0.000000 0.000000 0.000000 0
13.0 0.000000 0.000000 0.000000 0
14.0 0.000000 0.000000 0.000000 0
15.0 0.000000 0.000000 0.000000 0
16.0 0.000000 0.000000 0.000000 0
19.0 0.974930 0.984806 0.979843 13821
20.0 0.952140 0.899947 0.925308 3758
avg / total 0.970058 0.966665 0.968185 17579
Classification report for turbine 8, turbine category 2
precision recall f1-score support
19 0.974161 0.987483 0.980777 13821
20 0.951527 0.903672 0.926982 3758
avg / total 0.969323 0.969566 0.969277 17579
Classification report for turbine 8, turbine category 3
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 0.953338 0.981377 0.967155 13532
20 0.917607 0.894389 0.905850 3636
avg / total 0.923658 0.940440 0.931862 17579
Classification report for turbine 8, turbine category 4
precision recall f1-score support
10.0 0.000000 0.000000 0.000000 0
11.0 0.000000 0.000000 0.000000 0
12.0 0.000000 0.000000 0.000000 0
13.0 0.000000 0.000000 0.000000 0
14.0 0.000000 0.000000 0.000000 0
15.0 0.000000 0.000000 0.000000 0
16.0 0.000000 0.000000 0.000000 0
17.0 0.000000 0.000000 0.000000 0
18.0 0.000000 0.000000 0.000000 0
19.0 0.974670 0.982780 0.978708 13821
20.0 0.952209 0.843002 0.894284 3758
avg / total 0.969868 0.952898 0.960660 17579
Classification report for turbine 8, turbine category 5
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 0.912919 0.988103 0.949024 12944
20 0.915663 0.905263 0.910433 3610
avg / total 0.860252 0.913476 0.885763 17579
Classification report for turbine 8, turbine category 6
precision recall f1-score support
10 0.006541 0.027586 0.010575 290
11 0.076923 0.050000 0.060606 80
12 0.035714 0.013889 0.020000 72
13 0.000000 0.000000 0.000000 72
14 0.000000 0.000000 0.000000 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 0.951379 0.937917 0.944600 13498
20 0.792772 0.614422 0.692295 3356
avg / total 0.882466 0.838216 0.858007 17579
Classification report for turbine 8, turbine category 7
precision recall f1-score support
19 0.974161 0.987483 0.980777 13821
20 0.951527 0.903672 0.926982 3758
avg / total 0.969323 0.969566 0.969277 17579
Classification report for turbine 8, turbine category 8
precision recall f1-score support
10 0.005391 0.428571 0.010648 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 0.951208 0.933719 0.942383 13488
20 0.894884 0.549557 0.680941 3501
avg / total 0.908070 0.826213 0.858694 17579
Classification report for turbine 8, turbine category 9
precision recall f1-score support
10.0 0.000000 0.000000 0.000000 0
11.0 0.000000 0.000000 0.000000 0
12.0 0.000000 0.000000 0.000000 0
13.0 0.000000 0.000000 0.000000 0
14.0 0.000000 0.000000 0.000000 0
15.0 0.000000 0.000000 0.000000 0
16.0 0.000000 0.000000 0.000000 0
17.0 0.000000 0.000000 0.000000 0
18.0 0.000000 0.000000 0.000000 0
19.0 0.976442 0.950655 0.963376 13821
20.0 0.944954 0.712613 0.812500 3758
avg / total 0.969710 0.899767 0.931122 17579
Classification report for turbine 8, turbine category 10
precision recall f1-score support
19 0.974161 0.987483 0.980777 13821
20 0.951527 0.903672 0.926982 3758
avg / total 0.969323 0.969566 0.969277 17579
Classification report for turbine 8, turbine category 11
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 0.010989 0.027778 0.015748 36
17 0.000000 0.000000 0.000000 36
18 0.000000 0.000000 0.000000 36
19 0.956689 0.901077 0.928050 13556
20 0.952170 0.865075 0.906535 3728
avg / total 0.939698 0.878378 0.907946 17579
Classification report for turbine 8, turbine category 12
precision recall f1-score support
19 0.974161 0.987483 0.980777 13821
20 0.951527 0.903672 0.926982 3758
avg / total 0.969323 0.969566 0.969277 17579
Classification report for turbine 8, turbine category 13
precision recall f1-score support
19 0.974161 0.987483 0.980777 13821
20 0.951527 0.903672 0.926982 3758
avg / total 0.969323 0.969566 0.969277 17579
------------------------------------------------------------------------
Classification report for turbine 8, turbine category 0
precision recall f1-score support
10 0.230000 0.119792 0.157534 192
11 0.000000 0.000000 0.000000 301
12 0.032895 0.017361 0.022727 288
13 0.078947 0.032491 0.046036 277
14 0.000000 0.000000 0.000000 233
15 0.000000 0.000000 0.000000 216
16 0.000000 0.000000 0.000000 183
17 0.007752 0.005556 0.006472 180
18 0.000000 0.000000 0.000000 180
19 0.881468 0.938542 0.909110 13977
20 0.721777 0.753866 0.737472 1552
avg / total 0.768950 0.814950 0.790824 17579
Classification report for turbine 8, turbine category 1
precision recall f1-score support
10.0 0.000000 0.000000 0.000000 0
11.0 0.000000 0.000000 0.000000 0
12.0 0.000000 0.000000 0.000000 0
13.0 0.000000 0.000000 0.000000 0
14.0 0.000000 0.000000 0.000000 0
19.0 0.988291 0.986209 0.987249 15662
20.0 0.904339 0.902452 0.903394 1917
avg / total 0.979136 0.977075 0.978104 17579
Classification report for turbine 8, turbine category 2
precision recall f1-score support
19 0.988188 0.988188 0.988188 15662
20 0.903495 0.903495 0.903495 1917
avg / total 0.978952 0.978952 0.978952 17579
Classification report for turbine 8, turbine category 3
precision recall f1-score support
10 0.000000 0.000000 0.000000 43
11 0.000000 0.000000 0.000000 36
12 0.021739 0.027778 0.024390 36
13 0.000000 0.000000 0.000000 36
14 0.000000 0.000000 0.000000 36
15 0.007752 0.027778 0.012121 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 0.971599 0.951088 0.961234 15395
20 0.873291 0.896384 0.884687 1853
avg / total 0.943002 0.927527 0.935141 17579
Classification report for turbine 8, turbine category 4
precision recall f1-score support
10 0.250000 0.020619 0.038095 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 0.972345 0.986427 0.979335 15398
20 0.851970 0.890869 0.870985 1796
avg / total 0.940131 0.955174 0.947027 17579
Classification report for turbine 8, turbine category 5
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 0.000000 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 0.930662 0.968196 0.949058 14778
20 0.898143 0.891053 0.894584 1900
avg / total 0.879447 0.910234 0.894527 17579
Classification report for turbine 8, turbine category 6
precision recall f1-score support
10.0 0.000000 0.000000 0.000000 0
11.0 0.000000 0.000000 0.000000 0
12.0 0.000000 0.000000 0.000000 0
13.0 0.000000 0.000000 0.000000 0
14.0 0.000000 0.000000 0.000000 0
15.0 0.000000 0.000000 0.000000 0
16.0 0.000000 0.000000 0.000000 0
17.0 0.000000 0.000000 0.000000 0
18.0 0.000000 0.000000 0.000000 0
19.0 0.987957 0.953263 0.970300 15662
20.0 0.899549 0.831508 0.864191 1917
avg / total 0.978316 0.939985 0.958728 17579
Classification report for turbine 8, turbine category 7
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 0.971907 0.988506 0.980136 15399
20 0.814815 0.897701 0.854252 1740
avg / total 0.932031 0.954776 0.943143 17579
Classification report for turbine 8, turbine category 8
precision recall f1-score support
10.0 0.000000 0.000000 0.000000 0
11.0 0.000000 0.000000 0.000000 0
12.0 0.000000 0.000000 0.000000 0
13.0 0.000000 0.000000 0.000000 0
14.0 0.000000 0.000000 0.000000 0
15.0 0.000000 0.000000 0.000000 0
16.0 0.000000 0.000000 0.000000 0
17.0 0.000000 0.000000 0.000000 0
18.0 0.000000 0.000000 0.000000 0
19.0 0.987910 0.944324 0.965625 15662
20.0 0.905947 0.778821 0.837588 1917
avg / total 0.978972 0.926276 0.951663 17579
Classification report for turbine 8, turbine category 9
precision recall f1-score support
10.0 0.000000 0.000000 0.000000 0
11.0 0.000000 0.000000 0.000000 0
12.0 0.000000 0.000000 0.000000 0
13.0 0.000000 0.000000 0.000000 0
14.0 0.000000 0.000000 0.000000 0
15.0 0.000000 0.000000 0.000000 0
16.0 0.000000 0.000000 0.000000 0
17.0 0.000000 0.000000 0.000000 0
18.0 0.000000 0.000000 0.000000 0
19.0 0.988513 0.967054 0.977666 15662
20.0 0.904818 0.803339 0.851064 1917
avg / total 0.979386 0.949201 0.963860 17579
Classification report for turbine 8, turbine category 10
precision recall f1-score support
19 0.988188 0.988188 0.988188 15662
20 0.903495 0.903495 0.903495 1917
avg / total 0.978952 0.978952 0.978952 17579
Classification report for turbine 8, turbine category 11
precision recall f1-score support
10 0.034483 0.052632 0.041667 19
11 0.030612 0.027778 0.029126 108
12 0.029126 0.027778 0.028436 108
13 0.000000 0.000000 0.000000 108
14 0.000000 0.000000 0.000000 108
15 0.010000 0.009259 0.009615 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 0.934808 0.921244 0.927977 14818
20 0.902640 0.873802 0.887987 1878
avg / total 0.884881 0.870357 0.877550 17579
Classification report for turbine 8, turbine category 12
precision recall f1-score support
19 0.988188 0.988188 0.988188 15662
20 0.903495 0.903495 0.903495 1917
avg / total 0.978952 0.978952 0.978952 17579
Classification report for turbine 8, turbine category 13
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 0.969863 0.988032 0.978863 15374
20 0.897757 0.903887 0.900811 1904
avg / total 0.945447 0.962000 0.953649 17579
------------------------------------------------------------------------
Classification report for turbine 8, turbine category 0
precision recall f1-score support
10 0.008696 0.142857 0.016393 7
11 0.035294 0.083333 0.049587 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 0.023529 0.111111 0.038835 36
18 0.000000 0.000000 0.000000 36
19 0.976265 0.946981 0.961400 15202
20 0.898315 0.768012 0.828068 2082
avg / total 0.950773 0.910348 0.929662 17579
Classification report for turbine 8, turbine category 1
precision recall f1-score support
11.0 0.000000 0.000000 0.000000 0
12.0 0.000000 0.000000 0.000000 0
18.0 0.000000 0.000000 0.000000 0
19.0 0.989703 0.991115 0.990408 15419
20.0 0.938938 0.925463 0.932152 2160
avg / total 0.983465 0.983048 0.983250 17579
Classification report for turbine 8, turbine category 2
precision recall f1-score support
19 0.989707 0.991504 0.990605 15419
20 0.938555 0.926389 0.932432 2160
avg / total 0.983422 0.983503 0.983457 17579
Classification report for turbine 8, turbine category 3
precision recall f1-score support
10.0 0.000000 0.000000 0.000000 0
11.0 0.000000 0.000000 0.000000 0
12.0 0.000000 0.000000 0.000000 0
13.0 0.000000 0.000000 0.000000 0
14.0 0.000000 0.000000 0.000000 0
15.0 0.000000 0.000000 0.000000 0
16.0 0.000000 0.000000 0.000000 0
17.0 0.000000 0.000000 0.000000 0
18.0 0.000000 0.000000 0.000000 0
19.0 0.989645 0.960698 0.974956 15419
20.0 0.937739 0.906481 0.921846 2160
avg / total 0.983267 0.954036 0.968430 17579
Classification report for turbine 8, turbine category 4
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 0.055556 0.027778 0.037037 36
19 0.977239 0.987644 0.982414 15215
20 0.887662 0.904156 0.895833 2045
avg / total 0.949198 0.960066 0.954590 17579
Classification report for turbine 8, turbine category 5
precision recall f1-score support
10.0 0.000000 0.000000 0.000000 0
11.0 0.000000 0.000000 0.000000 0
12.0 0.000000 0.000000 0.000000 0
13.0 0.000000 0.000000 0.000000 0
14.0 0.000000 0.000000 0.000000 0
15.0 0.000000 0.000000 0.000000 0
16.0 0.000000 0.000000 0.000000 0
17.0 0.000000 0.000000 0.000000 0
18.0 0.000000 0.000000 0.000000 0
19.0 0.989450 0.948894 0.968748 15419
20.0 0.938007 0.910648 0.924125 2160
avg / total 0.983129 0.944195 0.963265 17579
Classification report for turbine 8, turbine category 6
precision recall f1-score support
10 0.000000 0.000000 0.000000 85
11 0.108108 0.031746 0.049080 252
12 0.000000 0.000000 0.000000 252
13 0.062500 0.011905 0.020000 252
14 0.023810 0.003968 0.006803 252
15 0.000000 0.000000 0.000000 252
16 0.000000 0.000000 0.000000 252
17 0.025641 0.003968 0.006873 252
18 0.000000 0.000000 0.000000 252
19 0.887357 0.969083 0.926421 13811
20 0.714489 0.902220 0.797455 1667
avg / total 0.768064 0.847659 0.804654 17579
Classification report for turbine 8, turbine category 7
precision recall f1-score support
10.0 0.000000 0.000000 0.000000 0
11.0 0.000000 0.000000 0.000000 0
12.0 0.000000 0.000000 0.000000 0
13.0 0.000000 0.000000 0.000000 0
14.0 0.000000 0.000000 0.000000 0
15.0 0.000000 0.000000 0.000000 0
16.0 0.000000 0.000000 0.000000 0
17.0 0.000000 0.000000 0.000000 0
18.0 0.000000 0.000000 0.000000 0
19.0 0.989655 0.986510 0.988080 15419
20.0 0.935910 0.885648 0.910086 2160
avg / total 0.983051 0.974117 0.978497 17579
Classification report for turbine 8, turbine category 8
precision recall f1-score support
10 0.264706 0.197080 0.225941 137
11 0.000000 0.000000 0.000000 117
12 0.000000 0.000000 0.000000 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 0.953594 0.972205 0.962810 14859
20 0.873569 0.900000 0.886588 1950
avg / total 0.905011 0.923147 0.913942 17579
Classification report for turbine 8, turbine category 9
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 0.971890 0.981709 0.976775 15144
20 0.929557 0.880952 0.904602 2142
avg / total 0.950533 0.953069 0.951700 17579
Classification report for turbine 8, turbine category 10
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 0.971192 0.991606 0.981293 15129
20 0.862570 0.921343 0.890988 1996
avg / total 0.933776 0.958018 0.945696 17579
Classification report for turbine 8, turbine category 11
precision recall f1-score support
10 0.000000 0.000000 0.000000 19
11 0.042553 0.037037 0.039604 108
12 0.020833 0.018519 0.019608 108
13 0.020833 0.018519 0.019608 108
14 0.000000 0.000000 0.000000 108
15 0.012658 0.009259 0.010695 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 0.938602 0.948057 0.943306 14593
20 0.923298 0.915835 0.919551 2103
avg / total 0.890220 0.897093 0.893632 17579
Classification report for turbine 8, turbine category 12
precision recall f1-score support
19 0.989707 0.991504 0.990605 15419
20 0.938555 0.926389 0.932432 2160
avg / total 0.983422 0.983503 0.983457 17579
Classification report for turbine 8, turbine category 13
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 0.971736 0.978926 0.975318 15137
20 0.935242 0.928705 0.931962 2146
avg / total 0.950918 0.956312 0.953602 17579
------------------------------------------------------------------------
Classification report for turbine 9, turbine category 0
precision recall f1-score support
19 0.985994 0.972597 0.979250 17589
20 0.853049 0.920092 0.885303 3041
avg / total 0.966397 0.964857 0.965401 20630
Classification report for turbine 9, turbine category 1
precision recall f1-score support
19 0.985994 0.972597 0.979250 17589
20 0.853049 0.920092 0.885303 3041
avg / total 0.966397 0.964857 0.965401 20630
Classification report for turbine 9, turbine category 2
precision recall f1-score support
19 0.985994 0.972597 0.979250 17589
20 0.853049 0.920092 0.885303 3041
avg / total 0.966397 0.964857 0.965401 20630
Classification report for turbine 9, turbine category 3
precision recall f1-score support
10.0 0.000000 0.000000 0.000000 0
11.0 0.000000 0.000000 0.000000 0
13.0 0.000000 0.000000 0.000000 0
14.0 0.000000 0.000000 0.000000 0
17.0 0.000000 0.000000 0.000000 0
19.0 0.985963 0.970379 0.978109 17589
20.0 0.852413 0.905952 0.878368 3041
avg / total 0.966277 0.960882 0.963406 20630
Classification report for turbine 9, turbine category 4
precision recall f1-score support
19 0.985994 0.972597 0.979250 17589
20 0.853049 0.920092 0.885303 3041
avg / total 0.966397 0.964857 0.965401 20630
Classification report for turbine 9, turbine category 5
precision recall f1-score support
19 0.985994 0.972597 0.979250 17589
20 0.853049 0.920092 0.885303 3041
avg / total 0.966397 0.964857 0.965401 20630
Classification report for turbine 9, turbine category 6
precision recall f1-score support
10 0.074074 0.003622 0.006905 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 0.867010 0.968056 0.914751 15496
20 0.641304 0.898217 0.748324 2299
avg / total 0.730643 0.827630 0.771238 20630
Classification report for turbine 9, turbine category 7
precision recall f1-score support
19 0.985994 0.972597 0.979250 17589
20 0.853049 0.920092 0.885303 3041
avg / total 0.966397 0.964857 0.965401 20630
Classification report for turbine 9, turbine category 8
precision recall f1-score support
10 0.648402 0.556863 0.599156 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 0.956219 0.959215 0.957715 16918
20 0.822581 0.904502 0.861598 2932
avg / total 0.909087 0.922055 0.915250 20630
Classification report for turbine 9, turbine category 9
precision recall f1-score support
10 0.411533 0.774830 0.537556 1621
11 0.014470 0.290909 0.027568 220
12 0.013925 0.177778 0.025827 180
13 0.007313 0.044444 0.012559 180
14 0.001330 0.005556 0.002146 180
15 0.000000 0.000000 0.000000 180
16 0.024862 0.050000 0.033210 180
17 0.014354 0.017751 0.015873 169
18 0.000000 0.000000 0.000000 144
19 0.948303 0.404497 0.567099 16099
20 0.369632 0.163169 0.226397 1477
avg / total 0.799512 0.393892 0.502061 20630
Classification report for turbine 9, turbine category 10
precision recall f1-score support
19 0.985994 0.972597 0.979250 17589
20 0.853049 0.920092 0.885303 3041
avg / total 0.966397 0.964857 0.965401 20630
Classification report for turbine 9, turbine category 11
precision recall f1-score support
10 0.000000 0.000000 0.000000 38
11 0.000000 0.000000 0.000000 216
12 0.009662 0.027778 0.014337 216
13 0.000000 0.000000 0.000000 216
14 0.004149 0.004630 0.004376 216
15 0.015773 0.023148 0.018762 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 0.889076 0.826472 0.856632 15934
20 0.828875 0.877816 0.852644 2930
avg / total 0.804728 0.763597 0.783127 20630
Classification report for turbine 9, turbine category 12
precision recall f1-score support
19 0.985994 0.972597 0.979250 17589
20 0.853049 0.920092 0.885303 3041
avg / total 0.966397 0.964857 0.965401 20630
Classification report for turbine 9, turbine category 13
precision recall f1-score support
19 0.985994 0.972597 0.979250 17589
20 0.853049 0.920092 0.885303 3041
avg / total 0.966397 0.964857 0.965401 20630
------------------------------------------------------------------------
Classification report for turbine 9, turbine category 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 0.935228 0.950136 0.942623 10288
20 0.944586 0.977231 0.960631 9838
avg / total 0.916843 0.939845 0.928182 20630
Classification report for turbine 9, turbine category 1
precision recall f1-score support
19 0.978377 0.951787 0.964899 10744
20 0.949106 0.977139 0.962919 9886
avg / total 0.964350 0.963936 0.963950 20630
Classification report for turbine 9, turbine category 2
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 0.950727 0.950454 0.950591 10455
20 0.948320 0.977121 0.962505 9878
avg / total 0.935887 0.949540 0.942610 20630
Classification report for turbine 9, turbine category 3
precision recall f1-score support
10 0.800000 0.235294 0.363636 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 0.948826 0.948917 0.948872 10434
20 0.941008 0.972285 0.956391 9778
avg / total 0.929851 0.941929 0.935007 20630
Classification report for turbine 9, turbine category 4
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 0.973594 0.951562 0.962452 10694
20 0.925427 0.976771 0.950406 9643
avg / total 0.937252 0.949830 0.943152 20630
Classification report for turbine 9, turbine category 5
precision recall f1-score support
19 0.978377 0.951787 0.964899 10744
20 0.949106 0.977139 0.962919 9886
avg / total 0.964350 0.963936 0.963950 20630
Classification report for turbine 9, turbine category 6
precision recall f1-score support
10 0.113104 0.630556 0.191804 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 0.955912 0.890537 0.922067 10177
20 0.903754 0.873984 0.888620 9229
avg / total 0.877837 0.841299 0.855744 20630
Classification report for turbine 9, turbine category 7
precision recall f1-score support
19 0.978377 0.951787 0.964899 10744
20 0.949106 0.977139 0.962919 9886
avg / total 0.964350 0.963936 0.963950 20630
Classification report for turbine 9, turbine category 8
precision recall f1-score support
10.0 0.000000 0.000000 0.000000 0
11.0 0.000000 0.000000 0.000000 0
12.0 0.000000 0.000000 0.000000 0
13.0 0.000000 0.000000 0.000000 0
14.0 0.000000 0.000000 0.000000 0
15.0 0.000000 0.000000 0.000000 0
16.0 0.000000 0.000000 0.000000 0
17.0 0.000000 0.000000 0.000000 0
18.0 0.000000 0.000000 0.000000 0
19.0 0.978070 0.921538 0.948962 10744
20.0 0.940675 0.826017 0.879625 9886
avg / total 0.960150 0.875763 0.915736 20630
Classification report for turbine 9, turbine category 9
precision recall f1-score support
10 0.842551 0.651604 0.734876 8697
11 0.008364 0.016453 0.011091 547
12 0.024691 0.017143 0.020236 350
13 0.009479 0.006944 0.008016 288
14 0.035398 0.029963 0.032454 267
15 0.010256 0.008969 0.009569 223
16 0.020243 0.023364 0.021692 214
17 0.017143 0.016667 0.016901 180
18 0.006452 0.005556 0.005970 180
19 0.679723 0.759446 0.717376 7358
20 0.435182 0.590284 0.501003 2326
avg / total 0.648452 0.613863 0.623850 20630
Classification report for turbine 9, turbine category 10
precision recall f1-score support
19 0.978377 0.951787 0.964899 10744
20 0.949106 0.977139 0.962919 9886
avg / total 0.964350 0.963936 0.963950 20630
Classification report for turbine 9, turbine category 11
precision recall f1-score support
10.0 0.000000 0.000000 0.000000 0
11.0 0.000000 0.000000 0.000000 0
12.0 0.000000 0.000000 0.000000 0
13.0 0.000000 0.000000 0.000000 0
14.0 0.000000 0.000000 0.000000 0
15.0 0.000000 0.000000 0.000000 0
16.0 0.000000 0.000000 0.000000 0
17.0 0.000000 0.000000 0.000000 0
18.0 0.000000 0.000000 0.000000 0
19.0 0.977391 0.889241 0.931234 10744
20.0 0.953899 0.902084 0.927268 9886
avg / total 0.966134 0.895395 0.929334 20630
Classification report for turbine 9, turbine category 12
precision recall f1-score support
19 0.978377 0.951787 0.964899 10744
20 0.949106 0.977139 0.962919 9886
avg / total 0.964350 0.963936 0.963950 20630
Classification report for turbine 9, turbine category 13
precision recall f1-score support
19 0.978377 0.951787 0.964899 10744
20 0.949106 0.977139 0.962919 9886
avg / total 0.964350 0.963936 0.963950 20630
------------------------------------------------------------------------
Classification report for turbine 9, turbine category 0
precision recall f1-score support
10 0.006969 0.019231 0.010230 208
11 0.000000 0.000000 0.000000 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 0.016949 0.038462 0.023529 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 0.951800 0.962131 0.956938 16214
20 0.931776 0.818575 0.871515 3704
avg / total 0.915447 0.903393 0.908707 20630
Classification report for turbine 9, turbine category 1
precision recall f1-score support
19 0.990084 0.986861 0.988470 16896
20 0.941409 0.955276 0.948292 3734
avg / total 0.981274 0.981144 0.981198 20630
Classification report for turbine 9, turbine category 2
precision recall f1-score support
10.0 0.000000 0.000000 0.000000 0
11.0 0.000000 0.000000 0.000000 0
12.0 0.000000 0.000000 0.000000 0
13.0 0.000000 0.000000 0.000000 0
14.0 0.000000 0.000000 0.000000 0
15.0 0.000000 0.000000 0.000000 0
16.0 0.000000 0.000000 0.000000 0
17.0 0.000000 0.000000 0.000000 0
18.0 0.000000 0.000000 0.000000 0
19.0 0.989810 0.960109 0.974733 16896
20.0 0.941363 0.954472 0.947872 3734
avg / total 0.981041 0.959089 0.969872 20630
Classification report for turbine 9, turbine category 3
precision recall f1-score support
10 0.027778 0.166667 0.047619 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 0.974695 0.970067 0.972375 16637
20 0.932091 0.946202 0.939093 3699
avg / total 0.953174 0.952012 0.952564 20630
Classification report for turbine 9, turbine category 4
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 0.972568 0.984578 0.978536 16600
20 0.941036 0.948848 0.944926 3734
avg / total 0.952906 0.963984 0.958413 20630
Classification report for turbine 9, turbine category 5
precision recall f1-score support
19 0.990084 0.986861 0.988470 16896
20 0.941409 0.955276 0.948292 3734
avg / total 0.981274 0.981144 0.981198 20630
Classification report for turbine 9, turbine category 6
precision recall f1-score support
10 0.000000 0.000000 0.000000 68
11 0.000000 0.000000 0.000000 72
12 0.000000 0.000000 0.000000 72
13 0.012346 0.013889 0.013072 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 0.962918 0.959226 0.961068 16432
20 0.906336 0.740574 0.815113 3554
avg / total 0.923154 0.891663 0.905968 20630
Classification report for turbine 9, turbine category 7
precision recall f1-score support
19 0.990084 0.986861 0.988470 16896
20 0.941409 0.955276 0.948292 3734
avg / total 0.981274 0.981144 0.981198 20630
Classification report for turbine 9, turbine category 8
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 0.000000 0.000000 0.000000 77
19 0.965139 0.972871 0.968990 16477
20 0.897592 0.951740 0.923873 3564
avg / total 0.925915 0.941444 0.933530 20630
Classification report for turbine 9, turbine category 9
precision recall f1-score support
10 0.109671 0.568345 0.183863 417
11 0.037284 0.055777 0.044693 502
12 0.054502 0.055288 0.054893 416
13 0.015326 0.011364 0.013051 352
14 0.033613 0.041667 0.037209 288
15 0.015094 0.015444 0.015267 259
16 0.009259 0.011905 0.010417 252
17 0.006711 0.008584 0.007533 233
18 0.009615 0.009259 0.009434 216
19 0.838455 0.803779 0.820751 14290
20 0.927282 0.513069 0.660616 3405
avg / total 0.739263 0.656714 0.684709 20630
Classification report for turbine 9, turbine category 10
precision recall f1-score support
19 0.990084 0.986861 0.988470 16896
20 0.941409 0.955276 0.948292 3734
avg / total 0.981274 0.981144 0.981198 20630
Classification report for turbine 9, turbine category 11
precision recall f1-score support
10 0.022727 0.055556 0.032258 18
11 0.010582 0.018519 0.013468 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 0.005988 0.009259 0.007273 108
16 0.000000 0.000000 0.000000 108
17 0.014388 0.018519 0.016194 108
18 0.000000 0.000000 0.000000 108
19 0.938294 0.930684 0.934473 16028
20 0.941939 0.937634 0.939782 3720
avg / total 0.899018 0.892438 0.895700 20630
Classification report for turbine 9, turbine category 12
precision recall f1-score support
19 0.990084 0.986861 0.988470 16896
20 0.941409 0.955276 0.948292 3734
avg / total 0.981274 0.981144 0.981198 20630
Classification report for turbine 9, turbine category 13
precision recall f1-score support
19 0.990084 0.986861 0.988470 16896
20 0.941409 0.955276 0.948292 3734
avg / total 0.981274 0.981144 0.981198 20630
------------------------------------------------------------------------
Classification report for turbine 9, turbine category 0
precision recall f1-score support
10.0 0.051724 0.100000 0.068182 60
11.0 0.000000 0.000000 0.000000 36
12.0 0.000000 0.000000 0.000000 36
13.0 0.000000 0.000000 0.000000 36
14.0 0.000000 0.000000 0.000000 36
15.0 0.000000 0.000000 0.000000 36
16.0 0.052632 0.031250 0.039216 32
17.0 0.000000 0.000000 0.000000 0
18.0 0.000000 0.000000 0.000000 0
19.0 0.976886 0.970711 0.973788 17720
20.0 0.906393 0.902957 0.904671 2638
avg / total 0.955224 0.949588 0.952370 20630
Classification report for turbine 9, turbine category 1
precision recall f1-score support
19 0.988515 0.988570 0.988543 17936
20 0.923877 0.923534 0.923705 2694
avg / total 0.980074 0.980078 0.980076 20630
Classification report for turbine 9, turbine category 2
precision recall f1-score support
10.0 0.000000 0.000000 0.000000 0
11.0 0.000000 0.000000 0.000000 0
12.0 0.000000 0.000000 0.000000 0
13.0 0.000000 0.000000 0.000000 0
14.0 0.000000 0.000000 0.000000 0
15.0 0.000000 0.000000 0.000000 0
16.0 0.000000 0.000000 0.000000 0
17.0 0.000000 0.000000 0.000000 0
18.0 0.000000 0.000000 0.000000 0
19.0 0.988433 0.981490 0.984949 17936
20.0 0.923593 0.919822 0.921704 2694
avg / total 0.979966 0.973437 0.976690 20630
Classification report for turbine 9, turbine category 3
precision recall f1-score support
10.0 0.000000 0.000000 0.000000 0
11.0 0.000000 0.000000 0.000000 0
12.0 0.000000 0.000000 0.000000 0
13.0 0.000000 0.000000 0.000000 0
14.0 0.000000 0.000000 0.000000 0
15.0 0.000000 0.000000 0.000000 0
16.0 0.000000 0.000000 0.000000 0
17.0 0.000000 0.000000 0.000000 0
18.0 0.000000 0.000000 0.000000 0
19.0 0.988402 0.974019 0.981158 17936
20.0 0.921296 0.886414 0.903519 2694
avg / total 0.979639 0.962579 0.971019 20630
Classification report for turbine 9, turbine category 4
precision recall f1-score support
10 0.000000 0.000000 0.000000 53
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 0.500000 0.009259 0.018182 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 0.947937 0.980119 0.963759 17202
20 0.857625 0.911589 0.883784 2511
avg / total 0.897426 0.928260 0.911281 20630
Classification report for turbine 9, turbine category 5
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 0.938563 0.988317 0.962798 17034
20 0.801708 0.915218 0.854711 2359
avg / total 0.866636 0.920698 0.892708 20630
Classification report for turbine 9, turbine category 6
precision recall f1-score support
10.0 0.000000 0.000000 0.000000 0
11.0 0.000000 0.000000 0.000000 0
12.0 0.000000 0.000000 0.000000 0
13.0 0.000000 0.000000 0.000000 0
14.0 0.000000 0.000000 0.000000 0
15.0 0.000000 0.000000 0.000000 0
16.0 0.000000 0.000000 0.000000 0
17.0 0.000000 0.000000 0.000000 0
18.0 0.000000 0.000000 0.000000 0
19.0 0.988614 0.953669 0.970827 17936
20.0 0.929354 0.849666 0.887725 2694
avg / total 0.980876 0.940087 0.959975 20630
Classification report for turbine 9, turbine category 7
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 0.977923 0.988504 0.983185 17745
20 0.880431 0.925088 0.902207 2563
avg / total 0.950547 0.965196 0.957779 20630
Classification report for turbine 9, turbine category 8
precision recall f1-score support
10 0.166667 0.003367 0.006601 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 0.000000 0.000000 0.000000 67
19 0.961845 0.969285 0.965551 17451
20 0.793429 0.909130 0.847348 2311
avg / total 0.904909 0.921813 0.911779 20630
Classification report for turbine 9, turbine category 9
precision recall f1-score support
10 0.381809 0.743000 0.504413 1000
11 0.076074 0.061815 0.068207 1003
12 0.050584 0.031138 0.038547 835
13 0.041758 0.025000 0.031276 760
14 0.075410 0.032258 0.045187 713
15 0.071661 0.032164 0.044400 684
16 0.060976 0.037037 0.046083 675
17 0.026764 0.017945 0.021484 613
18 0.058252 0.020906 0.030769 574
19 0.698316 0.816465 0.752783 12341
20 0.498798 0.289804 0.366608 1432
avg / total 0.487546 0.554241 0.512282 20630
Classification report for turbine 9, turbine category 10
precision recall f1-score support
19 0.988515 0.988570 0.988543 17936
20 0.923877 0.923534 0.923705 2694
avg / total 0.980074 0.980078 0.980076 20630
Classification report for turbine 9, turbine category 11
precision recall f1-score support
10 0.000000 0.000000 0.000000 12
11 0.017986 0.069444 0.028571 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 0.010050 0.027778 0.014760 72
16 0.000000 0.000000 0.000000 72
17 0.017094 0.027778 0.021164 72
18 0.007634 0.013889 0.009852 72
19 0.957980 0.923741 0.940549 17375
20 0.923018 0.899138 0.910921 2667
avg / total 0.926340 0.894716 0.910171 20630
Classification report for turbine 9, turbine category 12
precision recall f1-score support
19 0.988515 0.988570 0.988543 17936
20 0.923877 0.923534 0.923705 2694
avg / total 0.980074 0.980078 0.980076 20630
Classification report for turbine 9, turbine category 13
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 0.848302 0.989337 0.913408 15380
20 0.763832 0.925743 0.837030 2222
avg / total 0.714693 0.837276 0.771114 20630
------------------------------------------------------------------------
Classification report for turbine 9, turbine category 0
precision recall f1-score support
10 0.139535 0.346154 0.198895 52
11 0.015625 0.027778 0.020000 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 0.975945 0.976112 0.976028 17540
20 0.940958 0.921455 0.931104 2750
avg / total 0.955576 0.953660 0.954490 20630
Classification report for turbine 9, turbine category 1
precision recall f1-score support
19 0.991484 0.992708 0.992096 17827
20 0.953254 0.945772 0.949499 2803
avg / total 0.986290 0.986331 0.986308 20630
Classification report for turbine 9, turbine category 2
precision recall f1-score support
10.0 0.000000 0.000000 0.000000 0
11.0 0.000000 0.000000 0.000000 0
12.0 0.000000 0.000000 0.000000 0
13.0 0.000000 0.000000 0.000000 0
14.0 0.000000 0.000000 0.000000 0
15.0 0.000000 0.000000 0.000000 0
16.0 0.000000 0.000000 0.000000 0
17.0 0.000000 0.000000 0.000000 0
19.0 0.991448 0.988501 0.989972 17827
20.0 0.953237 0.945416 0.949310 2803
avg / total 0.986256 0.982647 0.984447 20630
Classification report for turbine 9, turbine category 3
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 0.982134 0.986973 0.984548 17656
20 0.894913 0.910465 0.902622 2647
avg / total 0.955375 0.961512 0.958430 20630
Classification report for turbine 9, turbine category 4
precision recall f1-score support
10 0.000000 0.000000 0.000000 33
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 0.000000 0.000000 0.000000 72
18 0.000000 0.000000 0.000000 72
19 0.960007 0.966850 0.963416 17255
20 0.942013 0.933839 0.937908 2766
avg / total 0.929298 0.933931 0.931602 20630
Classification report for turbine 9, turbine category 5
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 0.000000 0.000000 0.000000 167
16 0.136364 0.041667 0.063830 144
17 0.000000 0.000000 0.000000 144
18 0.066667 0.006944 0.012579 144
19 0.925900 0.969144 0.947029 16658
20 0.745833 0.877842 0.806471 2243
avg / total 0.830140 0.878333 0.852910 20630
Classification report for turbine 9, turbine category 6
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 0.032258 0.009259 0.014388 108
15 0.000000 0.000000 0.000000 108
16 0.000000 0.000000 0.000000 108
17 0.027027 0.009259 0.013793 108
18 0.000000 0.000000 0.000000 108
19 0.944021 0.978787 0.961090 16971
20 0.920417 0.917006 0.918708 2699
avg / total 0.897314 0.925254 0.910969 20630
Classification report for turbine 9, turbine category 7
precision recall f1-score support
10.0 0.000000 0.000000 0.000000 0
13.0 0.000000 0.000000 0.000000 0
14.0 0.000000 0.000000 0.000000 0
15.0 0.000000 0.000000 0.000000 0
16.0 0.000000 0.000000 0.000000 0
17.0 0.000000 0.000000 0.000000 0
18.0 0.000000 0.000000 0.000000 0
19.0 0.991467 0.990744 0.991106 17827
20.0 0.953261 0.938637 0.945893 2803
avg / total 0.986276 0.983665 0.984963 20630
Classification report for turbine 9, turbine category 8
precision recall f1-score support
10.0 0.000000 0.000000 0.000000 0
11.0 0.000000 0.000000 0.000000 0
12.0 0.000000 0.000000 0.000000 0
13.0 0.000000 0.000000 0.000000 0
14.0 0.000000 0.000000 0.000000 0
15.0 0.000000 0.000000 0.000000 0
16.0 0.000000 0.000000 0.000000 0
17.0 0.000000 0.000000 0.000000 0
18.0 0.000000 0.000000 0.000000 0
19.0 0.991816 0.958490 0.974868 17827
20.0 0.953742 0.904745 0.928598 2803
avg / total 0.986643 0.951188 0.968581 20630
Classification report for turbine 9, turbine category 9
precision recall f1-score support
10 0.520740 0.616314 0.564511 1324
11 0.079685 0.072568 0.075960 1254
12 0.064777 0.043636 0.052146 1100
13 0.071786 0.041870 0.052891 1027
14 0.057416 0.039046 0.046482 922
15 0.031746 0.022247 0.026161 899
16 0.025000 0.016929 0.020187 827
17 0.035573 0.023256 0.028125 774
18 0.025114 0.015471 0.019147 711
19 0.586128 0.713943 0.643753 10428
20 0.634168 0.519795 0.571313 1364
avg / total 0.390647 0.448425 0.415178 20630
Classification report for turbine 9, turbine category 10
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 0.975909 0.992705 0.984236 17547
20 0.948220 0.945839 0.947028 2788
avg / total 0.958212 0.972176 0.965133 20630
Classification report for turbine 9, turbine category 11
precision recall f1-score support
10 0.050000 0.083333 0.062500 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 0.018018 0.027778 0.021858 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 0.958700 0.941753 0.950151 17254
20 0.953125 0.940818 0.946931 2788
avg / total 0.930713 0.914930 0.922747 20630
Classification report for turbine 9, turbine category 12
precision recall f1-score support
19 0.991484 0.992708 0.992096 17827
20 0.953254 0.945772 0.949499 2803
avg / total 0.986290 0.986331 0.986308 20630
Classification report for turbine 9, turbine category 13
precision recall f1-score support
10.0 0.000000 0.000000 0.000000 0
11.0 0.000000 0.000000 0.000000 0
12.0 0.000000 0.000000 0.000000 0
13.0 0.000000 0.000000 0.000000 0
14.0 0.000000 0.000000 0.000000 0
15.0 0.000000 0.000000 0.000000 0
16.0 0.000000 0.000000 0.000000 0
17.0 0.000000 0.000000 0.000000 0
18.0 0.000000 0.000000 0.000000 0
19.0 0.991865 0.936950 0.963625 17827
20.0 0.951423 0.894399 0.922030 2803
avg / total 0.986370 0.931168 0.957974 20630
------------------------------------------------------------------------
Classification report for turbine 10, turbine category 0
precision recall f1-score support
10.0 0.000000 0.000000 0.000000 0
11.0 0.000000 0.000000 0.000000 0
12.0 0.000000 0.000000 0.000000 0
13.0 0.000000 0.000000 0.000000 0
14.0 0.000000 0.000000 0.000000 0
15.0 0.000000 0.000000 0.000000 0
16.0 0.000000 0.000000 0.000000 0
17.0 0.000000 0.000000 0.000000 0
18.0 0.000000 0.000000 0.000000 0
19.0 0.983972 0.753510 0.853457 19798
20.0 0.730211 0.761602 0.745576 2047
avg / total 0.960193 0.754269 0.843348 21845
Classification report for turbine 10, turbine category 1
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 0.971951 0.968015 0.969979 19509
20 0.727536 0.861697 0.788954 2039
avg / total 0.935923 0.944930 0.939894 21845
Classification report for turbine 10, turbine category 2
precision recall f1-score support
19 0.985486 0.967168 0.976241 19798
20 0.730849 0.862237 0.791125 2047
avg / total 0.961625 0.957336 0.958895 21845
Classification report for turbine 10, turbine category 3
precision recall f1-score support
10 0.108108 0.008147 0.015152 491
11 0.047619 0.009728 0.016155 514
12 0.014286 0.002667 0.004494 375
13 0.000000 0.000000 0.000000 302
14 0.093023 0.015094 0.025974 265
15 0.031250 0.003968 0.007042 252
16 0.017751 0.011905 0.014252 252
17 0.148148 0.047619 0.072072 252
18 0.034483 0.007937 0.012903 252
19 0.861021 0.937204 0.897499 17326
20 0.537676 0.807545 0.645541 1564
avg / total 0.728996 0.802609 0.760393 21845
Classification report for turbine 10, turbine category 4
precision recall f1-score support
10 0.007937 0.031250 0.012658 32
11 0.001460 0.013889 0.002642 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 0.000000 0.000000 0.000000 36
18 0.002703 0.027778 0.004926 36
19 0.963150 0.776291 0.859684 19427
20 0.720617 0.740961 0.730647 2019
avg / total 0.923163 0.758984 0.832091 21845
Classification report for turbine 10, turbine category 5
precision recall f1-score support
10.0 0.000000 0.000000 0.000000 0
11.0 0.000000 0.000000 0.000000 0
12.0 0.000000 0.000000 0.000000 0
13.0 0.000000 0.000000 0.000000 0
14.0 0.000000 0.000000 0.000000 0
15.0 0.000000 0.000000 0.000000 0
16.0 0.000000 0.000000 0.000000 0
17.0 0.000000 0.000000 0.000000 0
18.0 0.000000 0.000000 0.000000 0
19.0 0.989377 0.917315 0.951984 19798
20.0 0.722327 0.745970 0.733958 2047
avg / total 0.964353 0.901259 0.931554 21845
Classification report for turbine 10, turbine category 6
precision recall f1-score support
10 0.000000 0.000000 0.000000 42
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 0.063636 0.048611 0.055118 144
15 0.000000 0.000000 0.000000 144
16 0.007634 0.013889 0.009852 144
17 0.005195 0.013889 0.007561 144
18 0.004525 0.006944 0.005479 144
19 0.933589 0.866932 0.899027 18810
20 0.656993 0.750136 0.700482 1841
avg / total 0.859785 0.810254 0.833670 21845
Classification report for turbine 10, turbine category 7
precision recall f1-score support
19 0.985486 0.967168 0.976241 19798
20 0.730849 0.862237 0.791125 2047
avg / total 0.961625 0.957336 0.958895 21845
Classification report for turbine 10, turbine category 8
precision recall f1-score support
10 0.040632 0.081081 0.054135 222
11 0.055046 0.097649 0.070404 553
12 0.050505 0.129630 0.072690 540
13 0.040036 0.081784 0.053757 538
14 0.020144 0.027778 0.023353 504
15 0.009174 0.025794 0.013535 504
16 0.009812 0.025157 0.014118 477
17 0.013809 0.025641 0.017951 468
18 0.019576 0.025641 0.022202 468
19 0.776221 0.577275 0.662127 15833
20 0.665179 0.514384 0.580143 1738
avg / total 0.621164 0.470726 0.533531 21845
Classification report for turbine 10, turbine category 9
precision recall f1-score support
10 0.687688 0.605820 0.644163 756
11 0.006122 0.041667 0.010676 72
12 0.006897 0.013889 0.009217 72
13 0.003460 0.013889 0.005540 72
14 0.009646 0.041667 0.015666 72
15 0.007299 0.027778 0.011561 72
16 0.003788 0.013889 0.005952 72
17 0.011952 0.083333 0.020906 72
18 0.002778 0.013889 0.004630 72
19 0.955209 0.848505 0.898701 19202
20 0.584398 0.662853 0.621158 1311
avg / total 0.898682 0.807416 0.849816 21845
Classification report for turbine 10, turbine category 10
precision recall f1-score support
11.0 0.000000 0.000000 0.000000 0
12.0 0.000000 0.000000 0.000000 0
13.0 0.000000 0.000000 0.000000 0
14.0 0.000000 0.000000 0.000000 0
15.0 0.000000 0.000000 0.000000 0
16.0 0.000000 0.000000 0.000000 0
17.0 0.000000 0.000000 0.000000 0
18.0 0.000000 0.000000 0.000000 0
19.0 0.985383 0.950045 0.967392 19798
20.0 0.740177 0.855887 0.793838 2047
avg / total 0.962406 0.941222 0.951129 21845
Classification report for turbine 10, turbine category 11
precision recall f1-score support
10 0.080000 0.032258 0.045977 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 0.037037 0.005556 0.009662 360
15 0.000000 0.000000 0.000000 360
16 0.027778 0.002959 0.005348 338
17 0.037037 0.003086 0.005698 324
18 0.000000 0.000000 0.000000 324
19 0.860756 0.964612 0.909730 17181
20 0.651302 0.840308 0.733830 1816
avg / total 0.732941 0.828794 0.776960 21845
Classification report for turbine 10, turbine category 12
precision recall f1-score support
19 0.985486 0.967168 0.976241 19798
20 0.730849 0.862237 0.791125 2047
avg / total 0.961625 0.957336 0.958895 21845
Classification report for turbine 10, turbine category 13
precision recall f1-score support
19 0.985486 0.967168 0.976241 19798
20 0.730849 0.862237 0.791125 2047
avg / total 0.961625 0.957336 0.958895 21845
------------------------------------------------------------------------
Classification report for turbine 10, turbine category 0
precision recall f1-score support
10.0 0.000000 0.000000 0.000000 0
11.0 0.000000 0.000000 0.000000 0
12.0 0.000000 0.000000 0.000000 0
13.0 0.000000 0.000000 0.000000 0
14.0 0.000000 0.000000 0.000000 0
15.0 0.000000 0.000000 0.000000 0
16.0 0.000000 0.000000 0.000000 0
17.0 0.000000 0.000000 0.000000 0
18.0 0.000000 0.000000 0.000000 0
19.0 0.987891 0.961102 0.974312 18844
20.0 0.923594 0.733089 0.817388 3001
avg / total 0.979058 0.929778 0.952754 21845
Classification report for turbine 10, turbine category 1
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 0.968938 0.986432 0.977606 18499
20 0.914966 0.917776 0.916369 2931
avg / total 0.943289 0.958480 0.950818 21845
Classification report for turbine 10, turbine category 2
precision recall f1-score support
19 0.986772 0.989705 0.988237 18844
20 0.934126 0.916694 0.925328 3001
avg / total 0.979540 0.979675 0.979594 21845
Classification report for turbine 10, turbine category 3
precision recall f1-score support
10.0 0.000000 0.000000 0.000000 0
11.0 0.000000 0.000000 0.000000 0
12.0 0.000000 0.000000 0.000000 0
13.0 0.000000 0.000000 0.000000 0
14.0 0.000000 0.000000 0.000000 0
15.0 0.000000 0.000000 0.000000 0
16.0 0.000000 0.000000 0.000000 0
17.0 0.000000 0.000000 0.000000 0
18.0 0.000000 0.000000 0.000000 0
19.0 0.987491 0.980312 0.983889 18844
20.0 0.932476 0.869710 0.900000 3001
avg / total 0.979933 0.965118 0.972364 21845
Classification report for turbine 10, turbine category 4
precision recall f1-score support
10.0 0.000000 0.000000 0.000000 0
11.0 0.000000 0.000000 0.000000 0
12.0 0.000000 0.000000 0.000000 0
13.0 0.000000 0.000000 0.000000 0
14.0 0.000000 0.000000 0.000000 0
15.0 0.000000 0.000000 0.000000 0
16.0 0.000000 0.000000 0.000000 0
17.0 0.000000 0.000000 0.000000 0
18.0 0.000000 0.000000 0.000000 0
19.0 0.988635 0.978667 0.983626 18844
20.0 0.925698 0.751416 0.829502 3001
avg / total 0.979989 0.947448 0.962453 21845
Classification report for turbine 10, turbine category 5
precision recall f1-score support
10.0 0.000000 0.000000 0.000000 0
11.0 0.000000 0.000000 0.000000 0
12.0 0.000000 0.000000 0.000000 0
13.0 0.000000 0.000000 0.000000 0
14.0 0.000000 0.000000 0.000000 0
15.0 0.000000 0.000000 0.000000 0
16.0 0.000000 0.000000 0.000000 0
17.0 0.000000 0.000000 0.000000 0
18.0 0.000000 0.000000 0.000000 0
19.0 0.987043 0.982329 0.984680 18844
20.0 0.934354 0.853715 0.892217 3001
avg / total 0.979805 0.964660 0.971978 21845
Classification report for turbine 10, turbine category 6
precision recall f1-score support
10 0.422131 0.301170 0.351536 342
11 0.000000 0.000000 0.000000 83
12 0.063444 0.291667 0.104218 72
13 0.009174 0.027778 0.013793 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 0.961747 0.949098 0.955380 18172
20 0.850764 0.791545 0.820087 2744
avg / total 0.913754 0.894713 0.903649 21845
Classification report for turbine 10, turbine category 7
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 0.966561 0.989867 0.978075 18455
20 0.912733 0.918974 0.915843 2925
avg / total 0.938779 0.959304 0.948923 21845
Classification report for turbine 10, turbine category 8
precision recall f1-score support
10 0.013493 0.062069 0.022167 145
11 0.006383 0.011719 0.008264 256
12 0.006135 0.011905 0.008097 252
13 0.004149 0.007937 0.005450 252
14 0.003802 0.003968 0.003883 252
15 0.006192 0.007937 0.006957 252
16 0.007874 0.011905 0.009479 252
17 0.012552 0.012195 0.012371 246
18 0.010471 0.009259 0.009828 216
19 0.891478 0.856100 0.873431 16984
20 0.837931 0.621256 0.713507 2738
avg / total 0.798862 0.744747 0.769373 21845
Classification report for turbine 10, turbine category 9
precision recall f1-score support
10 0.760359 0.613370 0.679001 1795
11 0.066815 0.088496 0.076142 339
12 0.014159 0.027211 0.018626 294
13 0.015152 0.006944 0.009524 288
14 0.012048 0.006944 0.008811 288
15 0.000000 0.000000 0.000000 288
16 0.015385 0.003472 0.005666 288
17 0.000000 0.000000 0.000000 288
18 0.000000 0.000000 0.000000 288
19 0.875223 0.920355 0.897222 16561
20 0.609774 0.718972 0.659886 1128
avg / total 0.759272 0.787228 0.771813 21845
Classification report for turbine 10, turbine category 10
precision recall f1-score support
12.0 0.000000 0.000000 0.000000 0
13.0 0.000000 0.000000 0.000000 0
19.0 0.986939 0.986415 0.986677 18844
20.0 0.933901 0.913362 0.923518 3001
avg / total 0.979652 0.976379 0.978000 21845
Classification report for turbine 10, turbine category 11
precision recall f1-score support
10 0.000000 0.000000 0.000000 11
11 0.002786 0.013889 0.004640 72
12 0.000000 0.000000 0.000000 72
13 0.009740 0.041667 0.015789 72
14 0.002096 0.013889 0.003643 72
15 0.000000 0.000000 0.000000 72
16 0.010811 0.055556 0.018100 72
17 0.000000 0.000000 0.000000 72
18 0.000000 0.000000 0.000000 72
19 0.957086 0.845469 0.897822 18307
20 0.925980 0.856320 0.889789 2951
avg / total 0.927250 0.824628 0.872750 21845
Classification report for turbine 10, turbine category 12
precision recall f1-score support
19 0.986772 0.989705 0.988237 18844
20 0.934126 0.916694 0.925328 3001
avg / total 0.979540 0.979675 0.979594 21845
Classification report for turbine 10, turbine category 13
precision recall f1-score support
19 0.986772 0.989705 0.988237 18844
20 0.934126 0.916694 0.925328 3001
avg / total 0.979540 0.979675 0.979594 21845
------------------------------------------------------------------------
Classification report for turbine 10, turbine category 0
precision recall f1-score support
10 0.333333 0.188811 0.241071 143
11 0.023810 0.013889 0.017544 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 0.960388 0.957429 0.958906 14282
20 0.920487 0.825021 0.870143 7058
avg / total 0.927555 0.893797 0.909696 21845
Classification report for turbine 10, turbine category 1
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 0.950949 0.966620 0.958720 14200
20 0.951685 0.911438 0.931126 7283
avg / total 0.935436 0.932204 0.933633 21845
Classification report for turbine 10, turbine category 2
precision recall f1-score support
19 0.974913 0.976720 0.975816 14562
20 0.953280 0.949746 0.951510 7283
avg / total 0.967700 0.967727 0.967712 21845
Classification report for turbine 10, turbine category 3
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 0.955283 0.969873 0.962523 14273
20 0.950581 0.898722 0.923925 7277
avg / total 0.940816 0.933074 0.936667 21845
Classification report for turbine 10, turbine category 4
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 0.000000 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 0.936200 0.971821 0.953678 13982
20 0.948811 0.900991 0.924283 7262
avg / total 0.914635 0.921538 0.917668 21845
Classification report for turbine 10, turbine category 5
precision recall f1-score support
10.0 0.000000 0.000000 0.000000 0
11.0 0.000000 0.000000 0.000000 0
12.0 0.000000 0.000000 0.000000 0
13.0 0.000000 0.000000 0.000000 0
14.0 0.000000 0.000000 0.000000 0
15.0 0.000000 0.000000 0.000000 0
16.0 0.000000 0.000000 0.000000 0
17.0 0.000000 0.000000 0.000000 0
18.0 0.000000 0.000000 0.000000 0
19.0 0.974988 0.969029 0.971999 14562
20.0 0.952417 0.871207 0.910004 7283
avg / total 0.967463 0.936416 0.951330 21845
Classification report for turbine 10, turbine category 6
precision recall f1-score support
10 0.116418 0.061321 0.080330 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 0.018519 0.027778 0.022222 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 0.949909 0.952653 0.951279 14193
20 0.876206 0.818318 0.846273 6660
avg / total 0.887722 0.870268 0.878442 21845
Classification report for turbine 10, turbine category 7
precision recall f1-score support
10.0 0.000000 0.000000 0.000000 0
11.0 0.000000 0.000000 0.000000 0
12.0 0.000000 0.000000 0.000000 0
13.0 0.000000 0.000000 0.000000 0
14.0 0.000000 0.000000 0.000000 0
15.0 0.000000 0.000000 0.000000 0
16.0 0.000000 0.000000 0.000000 0
17.0 0.000000 0.000000 0.000000 0
18.0 0.000000 0.000000 0.000000 0
19.0 0.974884 0.964909 0.969871 14562
20.0 0.952715 0.912948 0.932408 7283
avg / total 0.967493 0.947585 0.957381 21845
Classification report for turbine 10, turbine category 8
precision recall f1-score support
10 0.152074 0.647059 0.246269 153
11 0.000000 0.000000 0.000000 116
12 0.016216 0.027778 0.020478 108
13 0.000000 0.000000 0.000000 108
14 0.000000 0.000000 0.000000 108
15 0.008547 0.027778 0.013072 108
16 0.000000 0.000000 0.000000 108
17 0.000000 0.000000 0.000000 108
18 0.011152 0.027778 0.015915 108
19 0.912539 0.879257 0.895589 13682
20 0.949787 0.749930 0.838109 7138
avg / total 0.883135 0.800687 0.836754 21845
Classification report for turbine 10, turbine category 9
precision recall f1-score support
10 0.012264 0.453488 0.023882 86
11 0.001730 0.013889 0.003077 72
12 0.000000 0.000000 0.000000 72
13 0.000000 0.000000 0.000000 72
14 0.006623 0.013889 0.008969 72
15 0.007634 0.013889 0.009852 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 0.949977 0.890872 0.919476 14176
20 0.898632 0.478236 0.624255 7007
avg / total 0.904820 0.733440 0.797083 21845
Classification report for turbine 10, turbine category 10
precision recall f1-score support
12.0 0.000000 0.000000 0.000000 0
13.0 0.000000 0.000000 0.000000 0
19.0 0.974902 0.976308 0.975605 14562
20.0 0.953261 0.949334 0.951293 7283
avg / total 0.967687 0.967315 0.967499 21845
Classification report for turbine 10, turbine category 11
precision recall f1-score support
10 0.023256 0.083333 0.036364 24
11 0.038793 0.062500 0.047872 144
12 0.007407 0.006944 0.007168 144
13 0.009346 0.013889 0.011173 144
14 0.000000 0.000000 0.000000 144
15 0.004598 0.013889 0.006908 144
16 0.000000 0.000000 0.000000 144
17 0.014286 0.013889 0.014085 144
18 0.000000 0.000000 0.000000 144
19 0.920965 0.892452 0.906484 13566
20 0.936466 0.900605 0.918186 7103
avg / total 0.876942 0.847883 0.862104 21845
Classification report for turbine 10, turbine category 12
precision recall f1-score support
19 0.974913 0.976720 0.975816 14562
20 0.953280 0.949746 0.951510 7283
avg / total 0.967700 0.967727 0.967712 21845
Classification report for turbine 10, turbine category 13
precision recall f1-score support
19 0.974913 0.976720 0.975816 14562
20 0.953280 0.949746 0.951510 7283
avg / total 0.967700 0.967727 0.967712 21845
------------------------------------------------------------------------
Classification report for turbine 10, turbine category 0
precision recall f1-score support
10.0 0.000000 0.000000 0.000000 0
11.0 0.000000 0.000000 0.000000 0
12.0 0.000000 0.000000 0.000000 0
13.0 0.000000 0.000000 0.000000 0
14.0 0.000000 0.000000 0.000000 0
15.0 0.000000 0.000000 0.000000 0
16.0 0.000000 0.000000 0.000000 0
17.0 0.000000 0.000000 0.000000 0
18.0 0.000000 0.000000 0.000000 0
19.0 0.996068 0.978840 0.987378 21219
20.0 0.753623 0.830671 0.790274 626
avg / total 0.989120 0.974594 0.981730 21845
Classification report for turbine 10, turbine category 1
precision recall f1-score support
10.0 0.000000 0.000000 0.000000 0
11.0 0.000000 0.000000 0.000000 0
12.0 0.000000 0.000000 0.000000 0
13.0 0.000000 0.000000 0.000000 0
14.0 0.000000 0.000000 0.000000 0
15.0 0.000000 0.000000 0.000000 0
16.0 0.000000 0.000000 0.000000 0
17.0 0.000000 0.000000 0.000000 0
18.0 0.000000 0.000000 0.000000 0
19.0 0.995905 0.974221 0.984944 21219
20.0 0.735849 0.809904 0.771103 626
avg / total 0.988453 0.969512 0.978816 21845
Classification report for turbine 10, turbine category 2
precision recall f1-score support
19 0.995927 0.991140 0.993528 21219
20 0.741758 0.862620 0.797637 626
avg / total 0.988644 0.987457 0.987914 21845
Classification report for turbine 10, turbine category 3
precision recall f1-score support
10.0 0.000000 0.000000 0.000000 0
11.0 0.000000 0.000000 0.000000 0
12.0 0.000000 0.000000 0.000000 0
13.0 0.000000 0.000000 0.000000 0
14.0 0.000000 0.000000 0.000000 0
15.0 0.000000 0.000000 0.000000 0
16.0 0.000000 0.000000 0.000000 0
17.0 0.000000 0.000000 0.000000 0
18.0 0.000000 0.000000 0.000000 0
19.0 0.995984 0.981809 0.988846 21219
20.0 0.722222 0.768371 0.744582 626
avg / total 0.988139 0.975692 0.981846 21845
Classification report for turbine 10, turbine category 4
precision recall f1-score support
10.0 0.000000 0.000000 0.000000 0
11.0 0.000000 0.000000 0.000000 0
12.0 0.000000 0.000000 0.000000 0
13.0 0.000000 0.000000 0.000000 0
14.0 0.000000 0.000000 0.000000 0
15.0 0.000000 0.000000 0.000000 0
16.0 0.000000 0.000000 0.000000 0
17.0 0.000000 0.000000 0.000000 0
18.0 0.000000 0.000000 0.000000 0
19.0 0.996050 0.974457 0.985135 21219
20.0 0.739069 0.837061 0.785019 626
avg / total 0.988686 0.970520 0.979400 21845
Classification report for turbine 10, turbine category 5
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 0.937580 0.988242 0.962245 19987
20 0.652798 0.836397 0.733280 544
avg / total 0.874092 0.925017 0.898663 21845
Classification report for turbine 10, turbine category 6
precision recall f1-score support
10 0.000000 0.000000 0.000000 10
11 0.010870 0.017857 0.013514 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 0.038462 0.023256 0.028986 43
18 0.000000 0.000000 0.000000 72
19 0.981728 0.971026 0.976347 20915
20 0.657658 0.769772 0.709312 569
avg / total 0.957167 0.949828 0.953349 21845
Classification report for turbine 10, turbine category 7
precision recall f1-score support
10.0 0.000000 0.000000 0.000000 0
11.0 0.000000 0.000000 0.000000 0
12.0 0.000000 0.000000 0.000000 0
13.0 0.000000 0.000000 0.000000 0
14.0 0.000000 0.000000 0.000000 0
15.0 0.000000 0.000000 0.000000 0
16.0 0.000000 0.000000 0.000000 0
17.0 0.000000 0.000000 0.000000 0
18.0 0.000000 0.000000 0.000000 0
19.0 0.995966 0.977473 0.986633 21219
20.0 0.736919 0.809904 0.771689 626
avg / total 0.988543 0.972671 0.980474 21845
Classification report for turbine 10, turbine category 8
precision recall f1-score support
10 0.546875 0.636364 0.588235 110
11 0.004167 0.006944 0.005208 144
12 0.011029 0.024194 0.015152 124
13 0.000000 0.000000 0.000000 108
14 0.009036 0.027778 0.013636 108
15 0.003356 0.009259 0.004926 108
16 0.003745 0.009259 0.005333 108
17 0.000000 0.000000 0.000000 84
18 0.011407 0.041667 0.017910 72
19 0.956996 0.891414 0.923042 20371
20 0.654479 0.704724 0.678673 508
avg / total 0.910603 0.851408 0.879801 21845
Classification report for turbine 10, turbine category 9
precision recall f1-score support
10.0 0.000000 0.000000 0.000000 0
11.0 0.000000 0.000000 0.000000 0
12.0 0.000000 0.000000 0.000000 0
13.0 0.000000 0.000000 0.000000 0
14.0 0.000000 0.000000 0.000000 0
15.0 0.000000 0.000000 0.000000 0
16.0 0.000000 0.000000 0.000000 0
17.0 0.000000 0.000000 0.000000 0
18.0 0.000000 0.000000 0.000000 0
19.0 0.996398 0.925586 0.959687 21219
20.0 0.724638 0.718850 0.721732 626
avg / total 0.988610 0.919661 0.952868 21845
Classification report for turbine 10, turbine category 10
precision recall f1-score support
12.0 0.000000 0.000000 0.000000 0
13.0 0.000000 0.000000 0.000000 0
14.0 0.000000 0.000000 0.000000 0
19.0 0.995972 0.990386 0.993171 21219
20.0 0.741758 0.862620 0.797637 626
avg / total 0.988687 0.986725 0.987568 21845
Classification report for turbine 10, turbine category 11
precision recall f1-score support
10 0.041667 0.058824 0.048780 17
11 0.000000 0.000000 0.000000 108
12 0.008889 0.018519 0.012012 108
13 0.014085 0.027778 0.018692 108
14 0.000000 0.000000 0.000000 108
15 0.000000 0.000000 0.000000 108
16 0.018657 0.046296 0.026596 108
17 0.000000 0.000000 0.000000 108
18 0.000000 0.000000 0.000000 108
19 0.955581 0.911208 0.932867 20351
20 0.751479 0.828711 0.788208 613
avg / total 0.911553 0.872648 0.891507 21845
Classification report for turbine 10, turbine category 12
precision recall f1-score support
19 0.995927 0.991140 0.993528 21219
20 0.741758 0.862620 0.797637 626
avg / total 0.988644 0.987457 0.987914 21845
Classification report for turbine 10, turbine category 13
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 0.983520 0.991077 0.987284 20956
20 0.692308 0.857143 0.765957 588
avg / total 0.962130 0.973816 0.967723 21845
------------------------------------------------------------------------
Classification report for turbine 10, turbine category 0
precision recall f1-score support
10.0 0.000000 0.000000 0.000000 0
11.0 0.000000 0.000000 0.000000 0
12.0 0.000000 0.000000 0.000000 0
13.0 0.000000 0.000000 0.000000 0
14.0 0.000000 0.000000 0.000000 0
15.0 0.000000 0.000000 0.000000 0
16.0 0.000000 0.000000 0.000000 0
17.0 0.000000 0.000000 0.000000 0
18.0 0.000000 0.000000 0.000000 0
19.0 0.998194 0.989635 0.993896 21225
20.0 0.855639 0.917742 0.885603 620
avg / total 0.994148 0.987594 0.990823 21845
Classification report for turbine 10, turbine category 1
precision recall f1-score support
10.0 0.000000 0.000000 0.000000 0
11.0 0.000000 0.000000 0.000000 0
12.0 0.000000 0.000000 0.000000 0
13.0 0.000000 0.000000 0.000000 0
14.0 0.000000 0.000000 0.000000 0
15.0 0.000000 0.000000 0.000000 0
16.0 0.000000 0.000000 0.000000 0
17.0 0.000000 0.000000 0.000000 0
18.0 0.000000 0.000000 0.000000 0
19.0 0.998143 0.987750 0.992920 21225
20.0 0.850812 0.929032 0.888204 620
avg / total 0.993962 0.986084 0.989948 21845
Classification report for turbine 10, turbine category 2
precision recall f1-score support
19 0.998157 0.995194 0.996674 21225
20 0.850659 0.937097 0.891788 620
avg / total 0.993971 0.993545 0.993697 21845
Classification report for turbine 10, turbine category 3
precision recall f1-score support
10.0 0.000000 0.000000 0.000000 0
11.0 0.000000 0.000000 0.000000 0
12.0 0.000000 0.000000 0.000000 0
13.0 0.000000 0.000000 0.000000 0
14.0 0.000000 0.000000 0.000000 0
15.0 0.000000 0.000000 0.000000 0
16.0 0.000000 0.000000 0.000000 0
17.0 0.000000 0.000000 0.000000 0
18.0 0.000000 0.000000 0.000000 0
19.0 0.998338 0.990813 0.994561 21225
20.0 0.832237 0.816129 0.824104 620
avg / total 0.993624 0.985855 0.989723 21845
Classification report for turbine 10, turbine category 4
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 0.984837 0.986389 0.985612 20939
20 0.826152 0.922056 0.871473 603
avg / total 0.966797 0.970932 0.968791 21845
Classification report for turbine 10, turbine category 5
precision recall f1-score support
10 0.071429 0.086957 0.078431 23
11 0.000000 0.000000 0.000000 72
12 0.000000 0.000000 0.000000 72
13 0.010309 0.013889 0.011834 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 0.973112 0.956885 0.964931 20689
20 0.762997 0.895871 0.824112 557
avg / total 0.941181 0.929229 0.935003 21845
Classification report for turbine 10, turbine category 6
precision recall f1-score support
10 0.000000 0.000000 0.000000 85
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 0.090909 0.028902 0.043860 173
18 0.000000 0.000000 0.000000 144
19 0.935887 0.966324 0.950862 19925
20 0.653527 0.719178 0.684783 438
avg / total 0.867453 0.896040 0.881366 21845
Classification report for turbine 10, turbine category 7
precision recall f1-score support
10.0 0.000000 0.000000 0.000000 0
11.0 0.000000 0.000000 0.000000 0
12.0 0.000000 0.000000 0.000000 0
13.0 0.000000 0.000000 0.000000 0
14.0 0.000000 0.000000 0.000000 0
15.0 0.000000 0.000000 0.000000 0
16.0 0.000000 0.000000 0.000000 0
17.0 0.000000 0.000000 0.000000 0
18.0 0.000000 0.000000 0.000000 0
19.0 0.998144 0.987986 0.993039 21225
20.0 0.850812 0.929032 0.888204 620
avg / total 0.993962 0.986313 0.990063 21845
Classification report for turbine 10, turbine category 8
precision recall f1-score support
10 0.005208 0.021739 0.008403 46
11 0.006515 0.027778 0.010554 72
12 0.000000 0.000000 0.000000 72
13 0.004651 0.013889 0.006969 72
14 0.000000 0.000000 0.000000 72
15 0.003546 0.013889 0.005650 72
16 0.004608 0.013889 0.006920 72
17 0.000000 0.000000 0.000000 72
18 0.000000 0.000000 0.000000 72
19 0.973813 0.903318 0.937242 20707
20 0.774621 0.792636 0.783525 516
avg / total 0.941455 0.875257 0.907041 21845
Classification report for turbine 10, turbine category 9
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 0.005747 0.027778 0.009524 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 0.984289 0.954621 0.969228 20935
20 0.804000 0.651540 0.719785 617
avg / total 0.966004 0.933303 0.949199 21845
Classification report for turbine 10, turbine category 10
precision recall f1-score support
12.0 0.000000 0.000000 0.000000 0
13.0 0.000000 0.000000 0.000000 0
19.0 0.998156 0.994723 0.996437 21225
20.0 0.850659 0.937097 0.891788 620
avg / total 0.993970 0.993088 0.993467 21845
Classification report for turbine 10, turbine category 11
precision recall f1-score support
10 0.120000 0.125000 0.122449 24
11 0.008571 0.020833 0.012146 144
12 0.000000 0.000000 0.000000 144
13 0.000000 0.000000 0.000000 144
14 0.028736 0.034722 0.031447 144
15 0.000000 0.000000 0.000000 144
16 0.003745 0.006944 0.004866 144
17 0.009569 0.013889 0.011331 144
18 0.008621 0.013889 0.010638 144
19 0.944266 0.907971 0.925763 20059
20 0.843260 0.881967 0.862179 610
avg / total 0.891134 0.859098 0.874749 21845
Classification report for turbine 10, turbine category 12
precision recall f1-score support
19 0.998157 0.995194 0.996674 21225
20 0.850659 0.937097 0.891788 620
avg / total 0.993971 0.993545 0.993697 21845
Classification report for turbine 10, turbine category 13
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 0.988903 0.987633 0.988268 21024
20 0.721726 0.920304 0.809008 527
avg / total 0.969149 0.972717 0.970643 21845
------------------------------------------------------------------------
Classification report for turbine 11, turbine category 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 0.973134 0.987336 0.980183 16582
20 0.885262 0.896517 0.890854 3933
avg / total 0.942867 0.956313 0.949542 20807
Classification report for turbine 11, turbine category 1
precision recall f1-score support
10.0 0.000000 0.000000 0.000000 0
11.0 0.000000 0.000000 0.000000 0
12.0 0.000000 0.000000 0.000000 0
13.0 0.000000 0.000000 0.000000 0
14.0 0.000000 0.000000 0.000000 0
15.0 0.000000 0.000000 0.000000 0
16.0 0.000000 0.000000 0.000000 0
17.0 0.000000 0.000000 0.000000 0
18.0 0.000000 0.000000 0.000000 0
19.0 0.974925 0.934054 0.954052 16650
20.0 0.945131 0.882608 0.912800 4157
avg / total 0.968972 0.923776 0.945810 20807
Classification report for turbine 11, turbine category 2
precision recall f1-score support
19 0.975511 0.985706 0.980582 16650
20 0.940246 0.900890 0.920147 4157
avg / total 0.968466 0.968761 0.968508 20807
Classification report for turbine 11, turbine category 3
precision recall f1-score support
10.0 0.000000 0.000000 0.000000 0
11.0 0.000000 0.000000 0.000000 0
12.0 0.000000 0.000000 0.000000 0
13.0 0.000000 0.000000 0.000000 0
14.0 0.000000 0.000000 0.000000 0
15.0 0.000000 0.000000 0.000000 0
16.0 0.000000 0.000000 0.000000 0
17.0 0.000000 0.000000 0.000000 0
18.0 0.000000 0.000000 0.000000 0
19.0 0.980089 0.934234 0.956613 16650
20.0 0.943571 0.880924 0.911172 4157
avg / total 0.972794 0.923583 0.947534 20807
Classification report for turbine 11, turbine category 4
precision recall f1-score support
19 0.975511 0.985706 0.980582 16650
20 0.940246 0.900890 0.920147 4157
avg / total 0.968466 0.968761 0.968508 20807
Classification report for turbine 11, turbine category 5
precision recall f1-score support
19 0.975511 0.985706 0.980582 16650
20 0.940246 0.900890 0.920147 4157
avg / total 0.968466 0.968761 0.968508 20807
Classification report for turbine 11, turbine category 6
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 0.913383 0.981211 0.946083 15594
20 0.679830 0.691167 0.685452 3238
avg / total 0.790339 0.842937 0.815721 20807
Classification report for turbine 11, turbine category 7
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 0.003717 0.027778 0.006557 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 0.958279 0.898094 0.927211 16368
20 0.918361 0.671540 0.775792 4104
avg / total 0.934983 0.838996 0.882428 20807
Classification report for turbine 11, turbine category 8
precision recall f1-score support
10 0.053140 0.242647 0.087186 136
11 0.009756 0.022222 0.013559 180
12 0.012853 0.027778 0.017575 180
13 0.004425 0.005556 0.004926 180
14 0.023697 0.030864 0.026810 162
15 0.000000 0.000000 0.000000 144
16 0.004115 0.006944 0.005168 144
17 0.023166 0.041667 0.029777 144
18 0.000000 0.000000 0.000000 144
19 0.910439 0.840156 0.873887 15415
20 0.914738 0.784816 0.844811 3978
avg / total 0.850344 0.775124 0.810273 20807
Classification report for turbine 11, turbine category 9
precision recall f1-score support
10 0.535154 0.286445 0.373156 2737
11 0.000000 0.000000 0.000000 252
12 0.000000 0.000000 0.000000 252
13 0.041667 0.023810 0.030303 252
14 0.008850 0.011905 0.010152 252
15 0.024845 0.015873 0.019370 252
16 0.011673 0.011905 0.011788 252
17 0.004167 0.003968 0.004065 252
18 0.010274 0.011905 0.011029 252
19 0.856082 0.871594 0.863768 14680
20 0.280263 0.497089 0.358436 1374
avg / total 0.694125 0.686404 0.683221 20807
Classification report for turbine 11, turbine category 10
precision recall f1-score support
10.0 0.000000 0.000000 0.000000 0
11.0 0.000000 0.000000 0.000000 0
12.0 0.000000 0.000000 0.000000 0
13.0 0.000000 0.000000 0.000000 0
14.0 0.000000 0.000000 0.000000 0
15.0 0.000000 0.000000 0.000000 0
16.0 0.000000 0.000000 0.000000 0
17.0 0.000000 0.000000 0.000000 0
18.0 0.000000 0.000000 0.000000 0
19.0 0.977160 0.971291 0.974217 16650
20.0 0.933889 0.754390 0.834597 4157
avg / total 0.968515 0.927957 0.946323 20807
Classification report for turbine 11, turbine category 11
precision recall f1-score support
10 0.033333 0.020408 0.025316 49
11 0.024390 0.003472 0.006079 288
12 0.000000 0.000000 0.000000 288
13 0.000000 0.000000 0.000000 288
14 0.014493 0.003663 0.005848 273
15 0.090909 0.027778 0.042553 252
16 0.000000 0.000000 0.000000 252
17 0.034483 0.011905 0.017699 252
18 0.000000 0.000000 0.000000 226
19 0.866729 0.954775 0.908624 14638
20 0.913388 0.893527 0.903348 4001
avg / total 0.787516 0.844139 0.813885 20807
Classification report for turbine 11, turbine category 12
precision recall f1-score support
19 0.975511 0.985706 0.980582 16650
20 0.940246 0.900890 0.920147 4157
avg / total 0.968466 0.968761 0.968508 20807
Classification report for turbine 11, turbine category 13
precision recall f1-score support
19 0.975511 0.985706 0.980582 16650
20 0.940246 0.900890 0.920147 4157
avg / total 0.968466 0.968761 0.968508 20807
------------------------------------------------------------------------
Classification report for turbine 11, turbine category 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 0.966065 0.970547 0.968301 18538
20 0.753425 0.787724 0.770193 1955
avg / total 0.931507 0.938723 0.935074 20807
Classification report for turbine 11, turbine category 1
precision recall f1-score support
10.0 0.000000 0.000000 0.000000 0
11.0 0.000000 0.000000 0.000000 0
12.0 0.000000 0.000000 0.000000 0
13.0 0.000000 0.000000 0.000000 0
14.0 0.000000 0.000000 0.000000 0
15.0 0.000000 0.000000 0.000000 0
16.0 0.000000 0.000000 0.000000 0
17.0 0.000000 0.000000 0.000000 0
18.0 0.000000 0.000000 0.000000 0
19.0 0.979079 0.961414 0.970166 18789
20.0 0.773165 0.756690 0.764838 2018
avg / total 0.959108 0.941558 0.950252 20807
Classification report for turbine 11, turbine category 2
precision recall f1-score support
19 0.979227 0.975943 0.977582 18789
20 0.782797 0.807235 0.794828 2018
avg / total 0.960176 0.959581 0.959858 20807
Classification report for turbine 11, turbine category 3
precision recall f1-score support
10 0.666667 0.063492 0.115942 252
11 0.000000 0.000000 0.000000 292
12 0.000000 0.000000 0.000000 252
13 0.222222 0.008475 0.016327 236
14 0.000000 0.000000 0.000000 216
15 0.000000 0.000000 0.000000 183
16 0.083333 0.022222 0.035088 180
17 0.000000 0.000000 0.000000 180
18 0.000000 0.000000 0.000000 180
19 0.891499 0.961802 0.925318 17043
20 0.681329 0.777468 0.726231 1793
avg / total 0.800254 0.855866 0.822401 20807
Classification report for turbine 11, turbine category 4
precision recall f1-score support
19 0.979227 0.975943 0.977582 18789
20 0.782797 0.807235 0.794828 2018
avg / total 0.960176 0.959581 0.959858 20807
Classification report for turbine 11, turbine category 5
precision recall f1-score support
19 0.979227 0.975943 0.977582 18789
20 0.782797 0.807235 0.794828 2018
avg / total 0.960176 0.959581 0.959858 20807
Classification report for turbine 11, turbine category 6
precision recall f1-score support
10.0 0.000000 0.000000 0.000000 0
11.0 0.000000 0.000000 0.000000 0
12.0 0.000000 0.000000 0.000000 0
13.0 0.000000 0.000000 0.000000 0
14.0 0.000000 0.000000 0.000000 0
15.0 0.000000 0.000000 0.000000 0
16.0 0.000000 0.000000 0.000000 0
17.0 0.000000 0.000000 0.000000 0
18.0 0.000000 0.000000 0.000000 0
19.0 0.978793 0.928522 0.952995 18789
20.0 0.722296 0.542616 0.619694 2018
avg / total 0.953916 0.891094 0.920669 20807
Classification report for turbine 11, turbine category 7
precision recall f1-score support
10.0 0.000000 0.000000 0.000000 0
11.0 0.000000 0.000000 0.000000 0
12.0 0.000000 0.000000 0.000000 0
13.0 0.000000 0.000000 0.000000 0
14.0 0.000000 0.000000 0.000000 0
15.0 0.000000 0.000000 0.000000 0
16.0 0.000000 0.000000 0.000000 0
17.0 0.000000 0.000000 0.000000 0
18.0 0.000000 0.000000 0.000000 0
19.0 0.978438 0.925009 0.950974 18789
20.0 0.774582 0.733895 0.753690 2018
avg / total 0.958667 0.906474 0.931840 20807
Classification report for turbine 11, turbine category 8
precision recall f1-score support
10 0.002618 0.250000 0.005181 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 0.002865 0.027778 0.005195 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 0.971277 0.869960 0.917831 18502
20 0.766480 0.681570 0.721536 2013
avg / total 0.937838 0.839621 0.885969 20807
Classification report for turbine 11, turbine category 9
precision recall f1-score support
10 0.662011 0.261734 0.375148 1811
11 0.008746 0.029126 0.013453 103
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 0.935008 0.885783 0.909730 17817
20 0.328864 0.729021 0.453261 572
avg / total 0.867350 0.801461 0.824180 20807
Classification report for turbine 11, turbine category 10
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 0.062500 0.027778 0.038462 36
18 0.000000 0.000000 0.000000 36
19 0.976227 0.966885 0.971534 18602
20 0.736945 0.790162 0.762626 1911
avg / total 0.940564 0.937040 0.938686 20807
Classification report for turbine 11, turbine category 11
precision recall f1-score support
10 0.013333 0.083333 0.022989 12
11 0.003759 0.013889 0.005917 72
12 0.000000 0.000000 0.000000 72
13 0.000000 0.000000 0.000000 72
14 0.004762 0.013889 0.007092 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 0.956668 0.901379 0.928201 18272
20 0.763709 0.786852 0.775108 1947
avg / total 0.911614 0.865334 0.887703 20807
Classification report for turbine 11, turbine category 12
precision recall f1-score support
19 0.979227 0.975943 0.977582 18789
20 0.782797 0.807235 0.794828 2018
avg / total 0.960176 0.959581 0.959858 20807
Classification report for turbine 11, turbine category 13
precision recall f1-score support
19 0.979227 0.975943 0.977582 18789
20 0.782797 0.807235 0.794828 2018
avg / total 0.960176 0.959581 0.959858 20807
------------------------------------------------------------------------
Classification report for turbine 11, turbine category 0
precision recall f1-score support
10.0 0.000000 0.000000 0.000000 0
11.0 0.000000 0.000000 0.000000 0
12.0 0.000000 0.000000 0.000000 0
13.0 0.000000 0.000000 0.000000 0
14.0 0.000000 0.000000 0.000000 0
15.0 0.000000 0.000000 0.000000 0
16.0 0.000000 0.000000 0.000000 0
17.0 0.000000 0.000000 0.000000 0
18.0 0.000000 0.000000 0.000000 0
19.0 0.974872 0.962955 0.968877 13497
20.0 0.949155 0.791655 0.863280 7310
avg / total 0.965837 0.902773 0.931778 20807
Classification report for turbine 11, turbine category 1
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 0.071429 0.027778 0.040000 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 0.958921 0.971773 0.965304 13356
20 0.937632 0.932393 0.935005 7159
avg / total 0.938263 0.944634 0.941402 20807
Classification report for turbine 11, turbine category 2
precision recall f1-score support
19 0.968819 0.976069 0.972430 13497
20 0.955195 0.941997 0.948550 7310
avg / total 0.964032 0.964099 0.964041 20807
Classification report for turbine 11, turbine category 3
precision recall f1-score support
10 0.006711 0.166667 0.012903 6
11 0.028986 0.055556 0.038095 36
12 0.035714 0.083333 0.050000 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 0.951238 0.933167 0.942116 13212
20 0.955471 0.925764 0.940383 7301
avg / total 0.939396 0.917672 0.928352 20807
Classification report for turbine 11, turbine category 4
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 0.955214 0.975956 0.965474 13309
20 0.905119 0.940880 0.922653 6935
avg / total 0.912671 0.937857 0.925077 20807
Classification report for turbine 11, turbine category 5
precision recall f1-score support
19 0.968819 0.976069 0.972430 13497
20 0.955195 0.941997 0.948550 7310
avg / total 0.964032 0.964099 0.964041 20807
Classification report for turbine 11, turbine category 6
precision recall f1-score support
10.0 0.000000 0.000000 0.000000 0
11.0 0.000000 0.000000 0.000000 0
12.0 0.000000 0.000000 0.000000 0
13.0 0.000000 0.000000 0.000000 0
14.0 0.000000 0.000000 0.000000 0
15.0 0.000000 0.000000 0.000000 0
16.0 0.000000 0.000000 0.000000 0
17.0 0.000000 0.000000 0.000000 0
18.0 0.000000 0.000000 0.000000 0
19.0 0.968310 0.957620 0.962935 13497
20.0 0.956077 0.869494 0.910732 7310
avg / total 0.964012 0.926659 0.944595 20807
Classification report for turbine 11, turbine category 7
precision recall f1-score support
10.0 0.000000 0.000000 0.000000 0
11.0 0.000000 0.000000 0.000000 0
12.0 0.000000 0.000000 0.000000 0
13.0 0.000000 0.000000 0.000000 0
14.0 0.000000 0.000000 0.000000 0
15.0 0.000000 0.000000 0.000000 0
16.0 0.000000 0.000000 0.000000 0
17.0 0.000000 0.000000 0.000000 0
18.0 0.000000 0.000000 0.000000 0
19.0 0.968582 0.959324 0.963931 13497
20.0 0.956788 0.917784 0.936880 7310
avg / total 0.964438 0.944730 0.954427 20807
Classification report for turbine 11, turbine category 8
precision recall f1-score support
10 0.104348 0.127660 0.114833 376
11 0.000000 0.000000 0.000000 183
12 0.016667 0.019481 0.017964 154
13 0.006369 0.006944 0.006645 144
14 0.018182 0.013889 0.015748 144
15 0.000000 0.000000 0.000000 144
16 0.000000 0.000000 0.000000 144
17 0.019802 0.013889 0.016327 144
18 0.055556 0.029586 0.038610 169
19 0.874047 0.907562 0.890489 12127
20 0.939524 0.897711 0.918142 7078
avg / total 0.831792 0.837266 0.834124 20807
Classification report for turbine 11, turbine category 9
precision recall f1-score support
10 0.008146 0.612500 0.016079 80
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 0.008772 0.009259 0.009009 108
16 0.000000 0.000000 0.000000 108
17 0.003546 0.009259 0.005128 108
18 0.000000 0.000000 0.000000 108
19 0.916965 0.871553 0.893683 12620
20 0.860274 0.173409 0.288636 7243
avg / total 0.855724 0.591436 0.642653 20807
Classification report for turbine 11, turbine category 10
precision recall f1-score support
10.0 0.000000 0.000000 0.000000 0
11.0 0.000000 0.000000 0.000000 0
12.0 0.000000 0.000000 0.000000 0
13.0 0.000000 0.000000 0.000000 0
14.0 0.000000 0.000000 0.000000 0
15.0 0.000000 0.000000 0.000000 0
16.0 0.000000 0.000000 0.000000 0
17.0 0.000000 0.000000 0.000000 0
18.0 0.000000 0.000000 0.000000 0
19.0 0.969190 0.964881 0.967031 13497
20.0 0.953513 0.872640 0.911286 7310
avg / total 0.963682 0.932475 0.947446 20807
Classification report for turbine 11, turbine category 11
precision recall f1-score support
10 0.000000 0.000000 0.000000 13
11 0.009346 0.013889 0.011173 72
12 0.011628 0.013889 0.012658 72
13 0.021978 0.027778 0.024540 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 0.926563 0.907502 0.916934 12930
20 0.954469 0.937706 0.946013 7288
avg / total 0.910258 0.892584 0.901330 20807
Classification report for turbine 11, turbine category 12
precision recall f1-score support
19 0.968819 0.976069 0.972430 13497
20 0.955195 0.941997 0.948550 7310
avg / total 0.964032 0.964099 0.964041 20807
Classification report for turbine 11, turbine category 13
precision recall f1-score support
19 0.968819 0.976069 0.972430 13497
20 0.955195 0.941997 0.948550 7310
avg / total 0.964032 0.964099 0.964041 20807
------------------------------------------------------------------------
Classification report for turbine 11, turbine category 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 0.964011 0.983433 0.973625 18712
20 0.822753 0.729248 0.773184 1795
avg / total 0.937925 0.947325 0.942295 20807
Classification report for turbine 11, turbine category 1
precision recall f1-score support
10.0 0.000000 0.000000 0.000000 0
11.0 0.000000 0.000000 0.000000 0
12.0 0.000000 0.000000 0.000000 0
13.0 0.000000 0.000000 0.000000 0
14.0 0.000000 0.000000 0.000000 0
15.0 0.000000 0.000000 0.000000 0
16.0 0.000000 0.000000 0.000000 0
17.0 0.000000 0.000000 0.000000 0
18.0 0.000000 0.000000 0.000000 0
19.0 0.990242 0.977524 0.983842 18998
20.0 0.827145 0.714207 0.766538 1809
avg / total 0.976062 0.954631 0.964949 20807
Classification report for turbine 11, turbine category 2
precision recall f1-score support
19 0.976275 0.985525 0.980878 18998
20 0.831185 0.748480 0.787667 1809
avg / total 0.963660 0.964916 0.964080 20807
Classification report for turbine 11, turbine category 3
precision recall f1-score support
10.0 0.000000 0.000000 0.000000 0
11.0 0.000000 0.000000 0.000000 0
12.0 0.000000 0.000000 0.000000 0
13.0 0.000000 0.000000 0.000000 0
14.0 0.000000 0.000000 0.000000 0
15.0 0.000000 0.000000 0.000000 0
16.0 0.000000 0.000000 0.000000 0
17.0 0.000000 0.000000 0.000000 0
18.0 0.000000 0.000000 0.000000 0
19.0 0.975729 0.935309 0.955092 18998
20.0 0.824111 0.691542 0.752029 1809
avg / total 0.962547 0.914115 0.937437 20807
Classification report for turbine 11, turbine category 4
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 0.959245 0.983005 0.970979 18652
20 0.792059 0.667612 0.724531 1763
avg / total 0.927007 0.937761 0.931804 20807
Classification report for turbine 11, turbine category 5
precision recall f1-score support
19 0.976275 0.985525 0.980878 18998
20 0.831185 0.748480 0.787667 1809
avg / total 0.963660 0.964916 0.964080 20807
Classification report for turbine 11, turbine category 6
precision recall f1-score support
10 0.020408 0.032967 0.025210 91
11 0.000000 0.000000 0.000000 226
12 0.000000 0.000000 0.000000 216
13 0.000000 0.000000 0.000000 216
14 0.027778 0.005525 0.009217 181
15 0.000000 0.000000 0.000000 147
16 0.000000 0.000000 0.000000 144
17 0.055556 0.006944 0.012346 144
18 0.047619 0.006944 0.012121 144
19 0.905320 0.973719 0.938274 17617
20 0.758086 0.669244 0.710900 1681
avg / total 0.828813 0.878791 0.852217 20807
Classification report for turbine 11, turbine category 7
precision recall f1-score support
10.0 0.000000 0.000000 0.000000 0
11.0 0.000000 0.000000 0.000000 0
12.0 0.000000 0.000000 0.000000 0
13.0 0.000000 0.000000 0.000000 0
14.0 0.000000 0.000000 0.000000 0
15.0 0.000000 0.000000 0.000000 0
16.0 0.000000 0.000000 0.000000 0
17.0 0.000000 0.000000 0.000000 0
18.0 0.000000 0.000000 0.000000 0
19.0 0.976078 0.966470 0.971250 18998
20.0 0.829049 0.713101 0.766716 1809
avg / total 0.963295 0.944442 0.953468 20807
Classification report for turbine 11, turbine category 8
precision recall f1-score support
10 0.140212 0.267677 0.184028 198
11 0.006897 0.003472 0.004619 288
12 0.008333 0.006944 0.007576 288
13 0.011364 0.010417 0.010870 288
14 0.005376 0.003472 0.004219 288
15 0.014151 0.010417 0.012000 288
16 0.015873 0.010417 0.012579 288
17 0.000000 0.000000 0.000000 288
18 0.014870 0.015209 0.015038 263
19 0.858231 0.887854 0.872791 16746
20 0.768116 0.669192 0.715250 1584
avg / total 0.751582 0.768876 0.759554 20807
Classification report for turbine 11, turbine category 9
precision recall f1-score support
10 0.413919 0.237645 0.301937 951
11 0.006849 0.003135 0.004301 319
12 0.020134 0.010417 0.013730 288
13 0.016760 0.010417 0.012848 288
14 0.020979 0.010417 0.013921 288
15 0.006667 0.004329 0.005249 231
16 0.034783 0.018519 0.024169 216
17 0.005464 0.004630 0.005013 216
18 0.011050 0.009259 0.010076 216
19 0.873285 0.923059 0.897482 16896
20 0.551903 0.710468 0.621227 898
avg / total 0.753388 0.791945 0.770490 20807
Classification report for turbine 11, turbine category 10
precision recall f1-score support
10.0 0.000000 0.000000 0.000000 0
11.0 0.000000 0.000000 0.000000 0
12.0 0.000000 0.000000 0.000000 0
13.0 0.000000 0.000000 0.000000 0
14.0 0.000000 0.000000 0.000000 0
15.0 0.000000 0.000000 0.000000 0
16.0 0.000000 0.000000 0.000000 0
17.0 0.000000 0.000000 0.000000 0
18.0 0.000000 0.000000 0.000000 0
19.0 0.976782 0.978787 0.977784 18998
20.0 0.822876 0.695965 0.754118 1809
avg / total 0.963401 0.954198 0.958338 20807
Classification report for turbine 11, turbine category 11
precision recall f1-score support
10 0.000000 0.000000 0.000000 13
11 0.005291 0.013889 0.007663 72
12 0.000000 0.000000 0.000000 72
13 0.008403 0.013889 0.010471 72
14 0.055556 0.138889 0.079365 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 0.006061 0.013889 0.008439 72
19 0.952836 0.926484 0.939475 18513
20 0.783525 0.719648 0.750229 1705
avg / total 0.912250 0.883933 0.897740 20807
Classification report for turbine 11, turbine category 12
precision recall f1-score support
19 0.976275 0.985525 0.980878 18998
20 0.831185 0.748480 0.787667 1809
avg / total 0.963660 0.964916 0.964080 20807
Classification report for turbine 11, turbine category 13
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 0.961153 0.985300 0.973077 18708
20 0.821363 0.746652 0.782227 1792
avg / total 0.934932 0.950209 0.942283 20807
------------------------------------------------------------------------
Classification report for turbine 11, turbine category 0
precision recall f1-score support
10.0 0.000000 0.000000 0.000000 0
11.0 0.000000 0.000000 0.000000 0
12.0 0.000000 0.000000 0.000000 0
13.0 0.000000 0.000000 0.000000 0
14.0 0.000000 0.000000 0.000000 0
15.0 0.000000 0.000000 0.000000 0
16.0 0.000000 0.000000 0.000000 0
17.0 0.000000 0.000000 0.000000 0
18.0 0.000000 0.000000 0.000000 0
19.0 0.991334 0.985967 0.988643 19027
20.0 0.934337 0.871348 0.901744 1780
avg / total 0.986458 0.976162 0.981209 20807
Classification report for turbine 11, turbine category 1
precision recall f1-score support
10.0 0.000000 0.000000 0.000000 0
11.0 0.000000 0.000000 0.000000 0
12.0 0.000000 0.000000 0.000000 0
13.0 0.000000 0.000000 0.000000 0
14.0 0.000000 0.000000 0.000000 0
15.0 0.000000 0.000000 0.000000 0
16.0 0.000000 0.000000 0.000000 0
17.0 0.000000 0.000000 0.000000 0
18.0 0.000000 0.000000 0.000000 0
19.0 0.990366 0.988700 0.989532 19027
20.0 0.932424 0.844944 0.886531 1780
avg / total 0.985409 0.976402 0.980721 20807
Classification report for turbine 11, turbine category 2
precision recall f1-score support
19 0.990263 0.994219 0.992237 19027
20 0.935446 0.895506 0.915040 1780
avg / total 0.985574 0.985774 0.985633 20807
Classification report for turbine 11, turbine category 3
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 0.981130 0.956628 0.968724 18860
20 0.852321 0.868550 0.860359 1628
avg / total 0.956010 0.935070 0.945393 20807
Classification report for turbine 11, turbine category 4
precision recall f1-score support
10.0 0.000000 0.000000 0.000000 0
11.0 0.000000 0.000000 0.000000 0
12.0 0.000000 0.000000 0.000000 0
13.0 0.000000 0.000000 0.000000 0
14.0 0.000000 0.000000 0.000000 0
15.0 0.000000 0.000000 0.000000 0
16.0 0.000000 0.000000 0.000000 0
17.0 0.000000 0.000000 0.000000 0
18.0 0.000000 0.000000 0.000000 0
19.0 0.990262 0.988700 0.989480 19027
20.0 0.934087 0.835955 0.882301 1780
avg / total 0.985456 0.975633 0.980311 20807
Classification report for turbine 11, turbine category 5
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 0.894048 0.995454 0.942030 17157
20 0.400235 0.848259 0.543860 804
avg / total 0.752678 0.853607 0.797792 20807
Classification report for turbine 11, turbine category 6
precision recall f1-score support
10 0.000000 0.000000 0.000000 20
11 0.014085 0.005556 0.007968 180
12 0.000000 0.000000 0.000000 180
13 0.013514 0.005556 0.007874 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 0.044444 0.011111 0.017778 180
18 0.000000 0.000000 0.000000 180
19 0.921091 0.964935 0.942503 17710
20 0.863048 0.854612 0.858809 1637
avg / total 0.852516 0.888739 0.870075 20807
Classification report for turbine 11, turbine category 7
precision recall f1-score support
10.0 0.000000 0.000000 0.000000 0
11.0 0.000000 0.000000 0.000000 0
12.0 0.000000 0.000000 0.000000 0
13.0 0.000000 0.000000 0.000000 0
14.0 0.000000 0.000000 0.000000 0
15.0 0.000000 0.000000 0.000000 0
16.0 0.000000 0.000000 0.000000 0
17.0 0.000000 0.000000 0.000000 0
18.0 0.000000 0.000000 0.000000 0
19.0 0.990578 0.972460 0.981435 19027
20.0 0.933819 0.864045 0.897578 1780
avg / total 0.985722 0.963185 0.974261 20807
Classification report for turbine 11, turbine category 8
precision recall f1-score support
10 0.166124 0.142857 0.153614 357
11 0.016667 0.016043 0.016349 187
12 0.000000 0.000000 0.000000 180
13 0.009569 0.011111 0.010283 180
14 0.023256 0.027778 0.025316 180
15 0.000000 0.000000 0.000000 167
16 0.000000 0.000000 0.000000 144
17 0.009479 0.013889 0.011268 144
18 0.012097 0.020833 0.015306 144
19 0.915154 0.906561 0.910837 17573
20 0.817466 0.736299 0.774763 1551
avg / total 0.837282 0.823713 0.830294 20807
Classification report for turbine 11, turbine category 9
precision recall f1-score support
10 0.118143 0.363636 0.178344 154
11 0.000000 0.000000 0.000000 324
12 0.003559 0.003086 0.003306 324
13 0.028037 0.018519 0.022305 324
14 0.005435 0.003086 0.003937 324
15 0.015707 0.009259 0.011650 324
16 0.000000 0.000000 0.000000 324
17 0.026144 0.012346 0.016771 324
18 0.028169 0.012346 0.017167 324
19 0.859372 0.911975 0.884893 16484
20 0.853483 0.675967 0.754423 1577
avg / total 0.748052 0.777335 0.760711 20807
Classification report for turbine 11, turbine category 10
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 0.976092 0.990667 0.983325 18751
20 0.923123 0.882621 0.902418 1755
avg / total 0.957503 0.967223 0.962276 20807
Classification report for turbine 11, turbine category 11
precision recall f1-score support
10 0.000000 0.000000 0.000000 19
11 0.040000 0.046296 0.042918 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 0.008850 0.009259 0.009050 108
17 0.000000 0.000000 0.000000 108
18 0.009009 0.009259 0.009132 108
19 0.950313 0.958555 0.954416 18217
20 0.894994 0.858817 0.876532 1707
avg / total 0.905746 0.910030 0.907841 20807
Classification report for turbine 11, turbine category 12
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 0.967492 0.994351 0.980738 18587
20 0.908451 0.896871 0.902624 1726
avg / total 0.939624 0.962657 0.950973 20807
Classification report for turbine 11, turbine category 13
precision recall f1-score support
10.0 0.000000 0.000000 0.000000 0
11.0 0.000000 0.000000 0.000000 0
12.0 0.000000 0.000000 0.000000 0
13.0 0.000000 0.000000 0.000000 0
14.0 0.000000 0.000000 0.000000 0
15.0 0.000000 0.000000 0.000000 0
16.0 0.000000 0.000000 0.000000 0
17.0 0.000000 0.000000 0.000000 0
18.0 0.000000 0.000000 0.000000 0
19.0 0.990217 0.989436 0.989826 19027
20.0 0.935408 0.894944 0.914729 1780
avg / total 0.985528 0.981352 0.983402 20807
------------------------------------------------------------------------
Classification report for turbine 12, turbine category 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 0.980798 0.981793 0.981295 18729
20 0.791264 0.870506 0.828996 2726
avg / total 0.943870 0.954660 0.949028 21747
Classification report for turbine 12, turbine category 1
precision recall f1-score support
19 0.980798 0.981793 0.981295 18729
20 0.886295 0.880716 0.883497 3018
avg / total 0.967683 0.967766 0.967723 21747
Classification report for turbine 12, turbine category 2
precision recall f1-score support
19 0.980798 0.981793 0.981295 18729
20 0.886295 0.880716 0.883497 3018
avg / total 0.967683 0.967766 0.967723 21747
Classification report for turbine 12, turbine category 3
precision recall f1-score support
19 0.980798 0.981793 0.981295 18729
20 0.886295 0.880716 0.883497 3018
avg / total 0.967683 0.967766 0.967723 21747
Classification report for turbine 12, turbine category 4
precision recall f1-score support
19 0.980798 0.981793 0.981295 18729
20 0.886295 0.880716 0.883497 3018
avg / total 0.967683 0.967766 0.967723 21747
Classification report for turbine 12, turbine category 5
precision recall f1-score support
10.0 0.000000 0.000000 0.000000 0
11.0 0.000000 0.000000 0.000000 0
12.0 0.000000 0.000000 0.000000 0
13.0 0.000000 0.000000 0.000000 0
14.0 0.000000 0.000000 0.000000 0
19.0 0.980678 0.975599 0.978132 18729
20.0 0.885686 0.875414 0.880520 3018
avg / total 0.967496 0.961696 0.964586 21747
Classification report for turbine 12, turbine category 6
precision recall f1-score support
19 0.980798 0.981793 0.981295 18729
20 0.886295 0.880716 0.883497 3018
avg / total 0.967683 0.967766 0.967723 21747
Classification report for turbine 12, turbine category 7
precision recall f1-score support
19 0.980798 0.981793 0.981295 18729
20 0.886295 0.880716 0.883497 3018
avg / total 0.967683 0.967766 0.967723 21747
Classification report for turbine 12, turbine category 8
precision recall f1-score support
10 0.004090 0.040000 0.007421 50
11 0.021505 0.055556 0.031008 108
12 0.018182 0.009259 0.012270 108
13 0.000000 0.000000 0.000000 108
14 0.018519 0.009259 0.012346 108
15 0.103448 0.083333 0.092308 108
16 0.000000 0.000000 0.000000 108
17 0.005882 0.009259 0.007194 108
18 0.003656 0.018519 0.006107 108
19 0.937307 0.917007 0.927046 17869
20 0.852273 0.683198 0.758427 2964
avg / total 0.887183 0.847611 0.865919 21747
Classification report for turbine 12, turbine category 9
precision recall f1-score support
10 0.890359 0.369412 0.522173 1275
11 0.000000 0.000000 0.000000 216
12 0.015267 0.027778 0.019704 216
13 0.000000 0.000000 0.000000 216
14 0.006536 0.005348 0.005882 187
15 0.000000 0.000000 0.000000 180
16 0.010819 0.038889 0.016929 180
17 0.000000 0.000000 0.000000 180
18 0.000000 0.000000 0.000000 180
19 0.902192 0.900099 0.901144 17237
20 0.677810 0.832738 0.747329 1680
avg / total 0.819951 0.800064 0.802994 21747
Classification report for turbine 12, turbine category 10
precision recall f1-score support
19 0.980798 0.981793 0.981295 18729
20 0.886295 0.880716 0.883497 3018
avg / total 0.967683 0.967766 0.967723 21747
Classification report for turbine 12, turbine category 11
precision recall f1-score support
10 0.041667 0.036364 0.038835 55
11 0.218182 0.037037 0.063325 324
12 0.041667 0.006173 0.010753 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 0.018868 0.003086 0.005305 324
17 0.022727 0.003367 0.005865 297
18 0.000000 0.000000 0.000000 288
19 0.871472 0.968220 0.917302 16583
20 0.765972 0.868992 0.814236 2580
avg / total 0.759975 0.842231 0.797441 21747
Classification report for turbine 12, turbine category 12
precision recall f1-score support
19 0.980798 0.981793 0.981295 18729
20 0.886295 0.880716 0.883497 3018
avg / total 0.967683 0.967766 0.967723 21747
Classification report for turbine 12, turbine category 13
precision recall f1-score support
19 0.980798 0.981793 0.981295 18729
20 0.886295 0.880716 0.883497 3018
avg / total 0.967683 0.967766 0.967723 21747
------------------------------------------------------------------------
Classification report for turbine 12, turbine category 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 0.953744 0.972385 0.962975 15861
20 0.900365 0.795064 0.844444 5592
avg / total 0.927125 0.913643 0.919477 21747
Classification report for turbine 12, turbine category 1
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 0.950034 0.971973 0.960878 15806
20 0.919118 0.908044 0.913547 5644
avg / total 0.929036 0.942107 0.935472 21747
Classification report for turbine 12, turbine category 2
precision recall f1-score support
19 0.967844 0.972474 0.970153 16094
20 0.920552 0.908013 0.914240 5653
avg / total 0.955551 0.955718 0.955619 21747
Classification report for turbine 12, turbine category 3
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 0.933585 0.972118 0.952462 15530
20 0.872669 0.911407 0.891617 5339
avg / total 0.880938 0.917966 0.899070 21747
Classification report for turbine 12, turbine category 4
precision recall f1-score support
19 0.967844 0.972474 0.970153 16094
20 0.920552 0.908013 0.914240 5653
avg / total 0.955551 0.955718 0.955619 21747
Classification report for turbine 12, turbine category 5
precision recall f1-score support
10.0 0.000000 0.000000 0.000000 0
11.0 0.000000 0.000000 0.000000 0
14.0 0.000000 0.000000 0.000000 0
19.0 0.967826 0.971915 0.969866 16094
20.0 0.920689 0.907660 0.914128 5653
avg / total 0.955573 0.955212 0.955377 21747
Classification report for turbine 12, turbine category 6
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 0.870633 0.969628 0.917468 14520
20 0.862984 0.911191 0.886433 5281
avg / total 0.790868 0.868672 0.827833 21747
Classification report for turbine 12, turbine category 7
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 0.959434 0.972240 0.965794 15958
20 0.893651 0.908809 0.901166 5483
avg / total 0.929348 0.942567 0.935910 21747
Classification report for turbine 12, turbine category 8
precision recall f1-score support
10 0.175439 0.011490 0.021567 2611
11 0.007143 0.001422 0.002372 703
12 0.047170 0.010417 0.017065 480
13 0.019231 0.007042 0.010309 426
14 0.015385 0.005540 0.008147 361
15 0.013953 0.010135 0.011742 296
16 0.000000 0.000000 0.000000 249
17 0.028986 0.027778 0.028369 216
18 0.034783 0.018519 0.024169 216
19 0.811061 0.914584 0.859717 13405
20 0.439525 0.838003 0.576619 2784
avg / total 0.580002 0.673518 0.607815 21747
Classification report for turbine 12, turbine category 9
precision recall f1-score support
10 0.377311 0.727322 0.496865 1852
11 0.004167 0.002674 0.003257 374
12 0.026738 0.014245 0.018587 351
13 0.006024 0.006173 0.006098 324
14 0.033333 0.024691 0.028369 324
15 0.004415 0.006173 0.005148 324
16 0.016807 0.018519 0.017621 324
17 0.010989 0.009901 0.010417 303
18 0.000000 0.000000 0.000000 281
19 0.875036 0.840123 0.857224 14361
20 0.594041 0.435644 0.502659 2929
avg / total 0.691545 0.676645 0.677451 21747
Classification report for turbine 12, turbine category 10
precision recall f1-score support
19 0.967844 0.972474 0.970153 16094
20 0.920552 0.908013 0.914240 5653
avg / total 0.955551 0.955718 0.955619 21747
Classification report for turbine 12, turbine category 11
precision recall f1-score support
10 0.025000 0.166667 0.043478 24
11 0.042683 0.097222 0.059322 144
12 0.049327 0.076389 0.059946 144
13 0.020833 0.034722 0.026042 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 0.038241 0.277778 0.067227 144
19 0.930870 0.851920 0.889646 15316
20 0.881366 0.829876 0.854847 5255
avg / total 0.869597 0.803927 0.834584 21747
Classification report for turbine 12, turbine category 12
precision recall f1-score support
19 0.967844 0.972474 0.970153 16094
20 0.920552 0.908013 0.914240 5653
avg / total 0.955551 0.955718 0.955619 21747
Classification report for turbine 12, turbine category 13
precision recall f1-score support
19 0.967844 0.972474 0.970153 16094
20 0.920552 0.908013 0.914240 5653
avg / total 0.955551 0.955718 0.955619 21747
------------------------------------------------------------------------
Classification report for turbine 12, turbine category 0
precision recall f1-score support
10.0 0.000000 0.000000 0.000000 0
11.0 0.000000 0.000000 0.000000 0
12.0 0.000000 0.000000 0.000000 0
13.0 0.000000 0.000000 0.000000 0
14.0 0.000000 0.000000 0.000000 0
15.0 0.000000 0.000000 0.000000 0
16.0 0.000000 0.000000 0.000000 0
17.0 0.000000 0.000000 0.000000 0
18.0 0.000000 0.000000 0.000000 0
19.0 0.950644 0.976757 0.963524 16091
20.0 0.946922 0.848479 0.895002 5656
avg / total 0.949676 0.943394 0.945702 21747
Classification report for turbine 12, turbine category 1
precision recall f1-score support
10.0 0.000000 0.000000 0.000000 0
11.0 0.000000 0.000000 0.000000 0
12.0 0.000000 0.000000 0.000000 0
13.0 0.000000 0.000000 0.000000 0
14.0 0.000000 0.000000 0.000000 0
15.0 0.000000 0.000000 0.000000 0
16.0 0.000000 0.000000 0.000000 0
17.0 0.000000 0.000000 0.000000 0
18.0 0.000000 0.000000 0.000000 0
19.0 0.949957 0.970915 0.960322 16091
20.0 0.947059 0.853960 0.898103 5656
avg / total 0.949204 0.940498 0.944140 21747
Classification report for turbine 12, turbine category 2
precision recall f1-score support
19 0.950553 0.983220 0.966611 16091
20 0.947090 0.854491 0.898411 5656
avg / total 0.949652 0.949740 0.948873 21747
Classification report for turbine 12, turbine category 3
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 0.933516 0.947615 0.940512 15825
20 0.942053 0.820508 0.877090 5627
avg / total 0.923137 0.901918 0.911401 21747
Classification report for turbine 12, turbine category 4
precision recall f1-score support
19 0.950553 0.983220 0.966611 16091
20 0.947090 0.854491 0.898411 5656
avg / total 0.949652 0.949740 0.948873 21747
Classification report for turbine 12, turbine category 5
precision recall f1-score support
10.0 0.000000 0.000000 0.000000 0
14.0 0.000000 0.000000 0.000000 0
19.0 0.950517 0.982475 0.966232 16091
20.0 0.947265 0.854314 0.898392 5656
avg / total 0.949671 0.949142 0.948588 21747
Classification report for turbine 12, turbine category 6
precision recall f1-score support
10.0 0.000000 0.000000 0.000000 0
11.0 0.000000 0.000000 0.000000 0
12.0 0.000000 0.000000 0.000000 0
13.0 0.000000 0.000000 0.000000 0
14.0 0.000000 0.000000 0.000000 0
15.0 0.000000 0.000000 0.000000 0
16.0 0.000000 0.000000 0.000000 0
17.0 0.000000 0.000000 0.000000 0
18.0 0.000000 0.000000 0.000000 0
19.0 0.949902 0.966254 0.958009 16091
20.0 0.945839 0.799682 0.866641 5656
avg / total 0.948845 0.922932 0.934246 21747
Classification report for turbine 12, turbine category 7
precision recall f1-score support
10.0 0.000000 0.000000 0.000000 0
11.0 0.000000 0.000000 0.000000 0
12.0 0.000000 0.000000 0.000000 0
13.0 0.000000 0.000000 0.000000 0
15.0 0.000000 0.000000 0.000000 0
19.0 0.950526 0.982661 0.966326 16091
20.0 0.946624 0.827793 0.883230 5656
avg / total 0.949511 0.942383 0.944714 21747
Classification report for turbine 12, turbine category 8
precision recall f1-score support
10 0.039301 0.423529 0.071928 170
11 0.000000 0.000000 0.000000 72
12 0.031153 0.138889 0.050891 72
13 0.003509 0.027778 0.006231 72
14 0.028409 0.347222 0.052521 72
15 0.003759 0.013889 0.005917 72
16 0.000000 0.000000 0.000000 72
17 0.000000 0.000000 0.000000 72
18 0.007812 0.013889 0.010000 72
19 0.945576 0.853027 0.896921 15724
20 0.904603 0.461815 0.611467 5277
avg / total 0.903752 0.733940 0.797864 21747
Classification report for turbine 12, turbine category 9
precision recall f1-score support
10 0.018327 0.474227 0.035290 97
11 0.000000 0.000000 0.000000 108
12 0.000000 0.000000 0.000000 108
13 0.000000 0.000000 0.000000 95
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 0.927536 0.868684 0.897146 15398
20 0.920836 0.441856 0.597167 5581
avg / total 0.893142 0.730584 0.788636 21747
Classification report for turbine 12, turbine category 10
precision recall f1-score support
19 0.950553 0.983220 0.966611 16091
20 0.947090 0.854491 0.898411 5656
avg / total 0.949652 0.949740 0.948873 21747
Classification report for turbine 12, turbine category 11
precision recall f1-score support
10 0.000000 0.000000 0.000000 22
11 0.017828 0.076389 0.028909 144
12 0.008982 0.020833 0.012552 144
13 0.006231 0.013889 0.008602 144
14 0.025253 0.069444 0.037037 144
15 0.037037 0.041667 0.039216 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 0.890049 0.884838 0.887436 15031
20 0.938475 0.770660 0.846329 5542
avg / total 0.854972 0.809445 0.829889 21747
Classification report for turbine 12, turbine category 12
precision recall f1-score support
19 0.950553 0.983220 0.966611 16091
20 0.947090 0.854491 0.898411 5656
avg / total 0.949652 0.949740 0.948873 21747
Classification report for turbine 12, turbine category 13
precision recall f1-score support
19 0.950553 0.983220 0.966611 16091
20 0.947090 0.854491 0.898411 5656
avg / total 0.949652 0.949740 0.948873 21747
------------------------------------------------------------------------
Classification report for turbine 12, turbine category 0
precision recall f1-score support
10.0 0.000000 0.000000 0.000000 0
11.0 0.000000 0.000000 0.000000 0
12.0 0.000000 0.000000 0.000000 0
13.0 0.000000 0.000000 0.000000 0
14.0 0.000000 0.000000 0.000000 0
15.0 0.000000 0.000000 0.000000 0
16.0 0.000000 0.000000 0.000000 0
17.0 0.000000 0.000000 0.000000 0
18.0 0.000000 0.000000 0.000000 0
19.0 0.990581 0.984876 0.987720 19968
20.0 0.871565 0.873524 0.872544 1779
avg / total 0.980845 0.975767 0.978298 21747
Classification report for turbine 12, turbine category 1
precision recall f1-score support
10.0 0.000000 0.000000 0.000000 0
11.0 0.000000 0.000000 0.000000 0
12.0 0.000000 0.000000 0.000000 0
13.0 0.000000 0.000000 0.000000 0
14.0 0.000000 0.000000 0.000000 0
15.0 0.000000 0.000000 0.000000 0
16.0 0.000000 0.000000 0.000000 0
17.0 0.000000 0.000000 0.000000 0
18.0 0.000000 0.000000 0.000000 0
19.0 0.990586 0.980168 0.985350 19968
20.0 0.874037 0.893198 0.883514 1779
avg / total 0.981052 0.973054 0.977019 21747
Classification report for turbine 12, turbine category 2
precision recall f1-score support
19 0.990615 0.988532 0.989572 19968
20 0.874245 0.894885 0.884444 1779
avg / total 0.981096 0.980871 0.980972 21747
Classification report for turbine 12, turbine category 3
precision recall f1-score support
10.0 0.000000 0.000000 0.000000 0
11.0 0.000000 0.000000 0.000000 0
12.0 0.000000 0.000000 0.000000 0
13.0 0.000000 0.000000 0.000000 0
14.0 0.000000 0.000000 0.000000 0
15.0 0.000000 0.000000 0.000000 0
16.0 0.000000 0.000000 0.000000 0
17.0 0.000000 0.000000 0.000000 0
18.0 0.000000 0.000000 0.000000 0
19.0 0.990530 0.963842 0.977004 19968
20.0 0.872906 0.849354 0.860969 1779
avg / total 0.980908 0.954476 0.967512 21747
Classification report for turbine 12, turbine category 4
precision recall f1-score support
19 0.990615 0.988532 0.989572 19968
20 0.874245 0.894885 0.884444 1779
avg / total 0.981096 0.980871 0.980972 21747
Classification report for turbine 12, turbine category 5
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 0.976346 0.987805 0.982042 19681
20 0.871837 0.894470 0.883008 1772
avg / total 0.954631 0.966846 0.960696 21747
Classification report for turbine 12, turbine category 6
precision recall f1-score support
10 0.046512 0.029851 0.036364 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 0.035714 0.013889 0.020000 72
19 0.965791 0.974372 0.970063 19471
20 0.810610 0.870178 0.839338 1633
avg / total 0.925844 0.937876 0.931743 21747
Classification report for turbine 12, turbine category 7
precision recall f1-score support
10.0 0.000000 0.000000 0.000000 0
11.0 0.000000 0.000000 0.000000 0
13.0 0.000000 0.000000 0.000000 0
14.0 0.000000 0.000000 0.000000 0
15.0 0.000000 0.000000 0.000000 0
19.0 0.990610 0.987931 0.989268 19968
20.0 0.874217 0.863406 0.868778 1779
avg / total 0.981088 0.977744 0.979412 21747
Classification report for turbine 12, turbine category 8
precision recall f1-score support
10 0.011765 0.024793 0.015957 121
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 0.009901 0.055556 0.016807 36
16 0.012048 0.055556 0.019802 36
17 0.008197 0.027778 0.012658 36
18 0.017241 0.055556 0.026316 36
19 0.979419 0.907123 0.941886 19725
20 0.814574 0.699938 0.752918 1613
avg / total 0.948916 0.875155 0.910369 21747
Classification report for turbine 12, turbine category 9
precision recall f1-score support
10 0.479319 0.440716 0.459207 447
11 0.003876 0.006623 0.004890 151
12 0.000000 0.000000 0.000000 115
13 0.000000 0.000000 0.000000 108
14 0.013514 0.027778 0.018182 108
15 0.000000 0.000000 0.000000 108
16 0.004348 0.009259 0.005917 108
17 0.016194 0.037037 0.022535 108
18 0.007663 0.018519 0.010840 108
19 0.942025 0.885630 0.912957 19026
20 0.709654 0.708088 0.708870 1360
avg / total 0.878624 0.828666 0.852817 21747
Classification report for turbine 12, turbine category 10
precision recall f1-score support
19 0.990615 0.988532 0.989572 19968
20 0.874245 0.894885 0.884444 1779
avg / total 0.981096 0.980871 0.980972 21747
Classification report for turbine 12, turbine category 11
precision recall f1-score support
10 0.076923 0.150000 0.101695 20
11 0.040230 0.064815 0.049645 108
12 0.004739 0.009259 0.006270 108
13 0.005464 0.009259 0.006873 108
14 0.007299 0.018519 0.010471 108
15 0.016949 0.018519 0.017699 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 0.957193 0.919860 0.938156 19204
20 0.828554 0.801085 0.814588 1659
avg / total 0.908912 0.874144 0.891139 21747
Classification report for turbine 12, turbine category 12
precision recall f1-score support
19 0.990615 0.988532 0.989572 19968
20 0.874245 0.894885 0.884444 1779
avg / total 0.981096 0.980871 0.980972 21747
Classification report for turbine 12, turbine category 13
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 0.978019 0.988586 0.983274 19713
20 0.850632 0.894858 0.872185 1731
avg / total 0.954252 0.967352 0.960732 21747
------------------------------------------------------------------------
Classification report for turbine 12, turbine category 0
precision recall f1-score support
11.0 0.000000 0.000000 0.000000 0
12.0 0.000000 0.000000 0.000000 0
13.0 0.000000 0.000000 0.000000 0
14.0 0.000000 0.000000 0.000000 0
15.0 0.000000 0.000000 0.000000 0
16.0 0.000000 0.000000 0.000000 0
17.0 0.000000 0.000000 0.000000 0
18.0 0.000000 0.000000 0.000000 0
19.0 0.992716 0.988770 0.990739 20125
20.0 0.892532 0.906289 0.899358 1622
avg / total 0.985244 0.982618 0.983924 21747
Classification report for turbine 12, turbine category 1
precision recall f1-score support
10.0 0.000000 0.000000 0.000000 0
11.0 0.000000 0.000000 0.000000 0
12.0 0.000000 0.000000 0.000000 0
13.0 0.000000 0.000000 0.000000 0
14.0 0.000000 0.000000 0.000000 0
15.0 0.000000 0.000000 0.000000 0
16.0 0.000000 0.000000 0.000000 0
17.0 0.000000 0.000000 0.000000 0
18.0 0.000000 0.000000 0.000000 0
19.0 0.992659 0.980969 0.986779 20125
20.0 0.892532 0.906289 0.899358 1622
avg / total 0.985191 0.975399 0.980259 21747
Classification report for turbine 12, turbine category 2
precision recall f1-score support
19 0.992685 0.991205 0.991944 20125
20 0.892857 0.909371 0.901038 1622
avg / total 0.985239 0.985101 0.985164 21747
Classification report for turbine 12, turbine category 3
precision recall f1-score support
10.0 0.000000 0.000000 0.000000 0
11.0 0.000000 0.000000 0.000000 0
12.0 0.000000 0.000000 0.000000 0
13.0 0.000000 0.000000 0.000000 0
14.0 0.000000 0.000000 0.000000 0
15.0 0.000000 0.000000 0.000000 0
16.0 0.000000 0.000000 0.000000 0
17.0 0.000000 0.000000 0.000000 0
18.0 0.000000 0.000000 0.000000 0
19.0 0.992644 0.978932 0.985740 20125
20.0 0.884768 0.823674 0.853129 1622
avg / total 0.984598 0.967352 0.975849 21747
Classification report for turbine 12, turbine category 4
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 0.964170 0.992470 0.978115 19522
20 0.695521 0.892081 0.781633 1288
avg / total 0.906716 0.943762 0.924335 21747
Classification report for turbine 12, turbine category 5
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 0.978387 0.988003 0.983172 19839
20 0.882567 0.908411 0.895302 1605
avg / total 0.957683 0.968363 0.962988 21747
Classification report for turbine 12, turbine category 6
precision recall f1-score support
10 0.000000 0.000000 0.000000 93
11 0.000000 0.000000 0.000000 127
12 0.000000 0.000000 0.000000 108
13 0.000000 0.000000 0.000000 108
14 0.028571 0.018519 0.022472 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 0.948588 0.965646 0.957041 19241
20 0.832596 0.861438 0.846772 1530
avg / total 0.897997 0.915069 0.906443 21747
Classification report for turbine 12, turbine category 7
precision recall f1-score support
10.0 0.000000 0.000000 0.000000 0
11.0 0.000000 0.000000 0.000000 0
12.0 0.000000 0.000000 0.000000 0
19.0 0.992683 0.990957 0.991819 20125
20.0 0.890808 0.890259 0.890533 1622
avg / total 0.985085 0.983446 0.984265 21747
Classification report for turbine 12, turbine category 8
precision recall f1-score support
10 0.175510 0.176955 0.176230 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 0.003623 0.027778 0.006410 36
15 0.012500 0.055556 0.020408 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 0.980052 0.911198 0.944372 19842
20 0.752155 0.762009 0.757050 1374
avg / total 0.943711 0.881639 0.911491 21747
Classification report for turbine 12, turbine category 9
precision recall f1-score support
10 0.082192 0.134328 0.101983 134
11 0.028112 0.045161 0.034653 155
12 0.012658 0.020833 0.015748 144
13 0.003676 0.006944 0.004808 144
14 0.000000 0.000000 0.000000 130
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 0.950193 0.896185 0.922399 19265
20 0.733813 0.759494 0.746432 1343
avg / total 0.887879 0.842139 0.864233 21747
Classification report for turbine 12, turbine category 10
precision recall f1-score support
19 0.992685 0.991205 0.991944 20125
20 0.892857 0.909371 0.901038 1622
avg / total 0.985239 0.985101 0.985164 21747
Classification report for turbine 12, turbine category 11
precision recall f1-score support
10 0.000000 0.000000 0.000000 25
11 0.017094 0.013889 0.015326 144
12 0.025806 0.027778 0.026756 144
13 0.018293 0.020833 0.019481 144
14 0.012422 0.013889 0.013115 144
15 0.007752 0.006944 0.007326 144
16 0.000000 0.000000 0.000000 144
17 0.005291 0.006944 0.006006 144
18 0.004717 0.006944 0.005618 144
19 0.939372 0.936109 0.937737 19001
20 0.862641 0.828553 0.845254 1569
avg / total 0.883600 0.878328 0.880932 21747
Classification report for turbine 12, turbine category 12
precision recall f1-score support
19 0.992685 0.991205 0.991944 20125
20 0.892857 0.909371 0.901038 1622
avg / total 0.985239 0.985101 0.985164 21747
Classification report for turbine 12, turbine category 13
precision recall f1-score support
10.0 0.000000 0.000000 0.000000 0
11.0 0.000000 0.000000 0.000000 0
12.0 0.000000 0.000000 0.000000 0
13.0 0.000000 0.000000 0.000000 0
14.0 0.000000 0.000000 0.000000 0
15.0 0.000000 0.000000 0.000000 0
16.0 0.000000 0.000000 0.000000 0
17.0 0.000000 0.000000 0.000000 0
18.0 0.000000 0.000000 0.000000 0
19.0 0.992713 0.988323 0.990513 20125
20.0 0.892073 0.901973 0.896996 1622
avg / total 0.985207 0.981883 0.983538 21747
------------------------------------------------------------------------
Classification report for turbine 13, turbine category 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 0.965569 0.972586 0.969064 19953
20 0.644704 0.697535 0.670080 1501
avg / total 0.927640 0.937695 0.932584 21812
Classification report for turbine 13, turbine category 1
precision recall f1-score support
10 0.017241 0.125000 0.030303 16
11 0.010054 0.180556 0.019048 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 0.945993 0.811265 0.873464 19583
20 0.688262 0.655467 0.671464 1637
avg / total 0.901020 0.778241 0.834682 21812
Classification report for turbine 13, turbine category 2
precision recall f1-score support
19 0.974388 0.976517 0.975451 20142
20 0.709102 0.690419 0.699636 1670
avg / total 0.954077 0.954612 0.954334 21812
Classification report for turbine 13, turbine category 3
precision recall f1-score support
19 0.974388 0.976517 0.975451 20142
20 0.709102 0.690419 0.699636 1670
avg / total 0.954077 0.954612 0.954334 21812
Classification report for turbine 13, turbine category 4
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 0.968015 0.956924 0.962437 19988
20 0.617855 0.628758 0.623259 1530
avg / total 0.930405 0.921007 0.925673 21812
Classification report for turbine 13, turbine category 5
precision recall f1-score support
19 0.974388 0.976517 0.975451 20142
20 0.709102 0.690419 0.699636 1670
avg / total 0.954077 0.954612 0.954334 21812
Classification report for turbine 13, turbine category 6
precision recall f1-score support
19 0.974388 0.976517 0.975451 20142
20 0.709102 0.690419 0.699636 1670
avg / total 0.954077 0.954612 0.954334 21812
Classification report for turbine 13, turbine category 7
precision recall f1-score support
19 0.974388 0.976517 0.975451 20142
20 0.709102 0.690419 0.699636 1670
avg / total 0.954077 0.954612 0.954334 21812
Classification report for turbine 13, turbine category 8
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 0.020833 0.009259 0.012821 108
17 0.000000 0.000000 0.000000 108
18 0.000000 0.000000 0.000000 108
19 0.931880 0.962886 0.947129 19265
20 0.673432 0.700128 0.686520 1564
avg / total 0.871454 0.900697 0.885822 21812
Classification report for turbine 13, turbine category 9
precision recall f1-score support
10 0.513176 0.630324 0.565749 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 0.040000 0.083333 0.054054 108
16 0.020408 0.009259 0.012739 108
17 0.016129 0.009259 0.011765 108
18 0.000000 0.000000 0.000000 108
19 0.942311 0.929166 0.935692 19355
20 0.413636 0.454092 0.432921 1002
avg / total 0.869356 0.862828 0.865793 21812
Classification report for turbine 13, turbine category 10
precision recall f1-score support
19 0.974388 0.976517 0.975451 20142
20 0.709102 0.690419 0.699636 1670
avg / total 0.954077 0.954612 0.954334 21812
Classification report for turbine 13, turbine category 11
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 0.862776 0.977219 0.916439 17822
20 0.634686 0.707334 0.669044 1459
avg / total 0.747405 0.845773 0.793550 21812
Classification report for turbine 13, turbine category 12
precision recall f1-score support
19 0.974388 0.976517 0.975451 20142
20 0.709102 0.690419 0.699636 1670
avg / total 0.954077 0.954612 0.954334 21812
Classification report for turbine 13, turbine category 13
precision recall f1-score support
19 0.974388 0.976517 0.975451 20142
20 0.709102 0.690419 0.699636 1670
avg / total 0.954077 0.954612 0.954334 21812
------------------------------------------------------------------------
Classification report for turbine 13, turbine category 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 0.905853 0.963737 0.933899 15305
20 0.866396 0.742410 0.799625 5171
avg / total 0.841015 0.852237 0.844865 21812
Classification report for turbine 13, turbine category 1
precision recall f1-score support
10 0.000000 0.000000 0.000000 35
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 0.014286 0.013889 0.014085 72
19 0.930872 0.938725 0.934782 15765
20 0.931021 0.869021 0.898953 5436
avg / total 0.904880 0.895104 0.899714 21812
Classification report for turbine 13, turbine category 2
precision recall f1-score support
19 0.966089 0.978847 0.972426 16357
20 0.933957 0.896975 0.915093 5455
avg / total 0.958053 0.958372 0.958088 21812
Classification report for turbine 13, turbine category 3
precision recall f1-score support
19 0.966089 0.978847 0.972426 16357
20 0.933957 0.896975 0.915093 5455
avg / total 0.958053 0.958372 0.958088 21812
Classification report for turbine 13, turbine category 4
precision recall f1-score support
10 0.269841 0.005697 0.011159 2984
11 0.043478 0.138889 0.066225 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 0.922232 0.974052 0.947434 15608
20 0.389201 0.629728 0.481075 2644
avg / total 0.744159 0.774574 0.738015 21812
Classification report for turbine 13, turbine category 5
precision recall f1-score support
19 0.966089 0.978847 0.972426 16357
20 0.933957 0.896975 0.915093 5455
avg / total 0.958053 0.958372 0.958088 21812
Classification report for turbine 13, turbine category 6
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 0.894467 0.980553 0.935534 15118
20 0.869250 0.891019 0.880000 5111
avg / total 0.823642 0.888410 0.854625 21812
Classification report for turbine 13, turbine category 7
precision recall f1-score support
19 0.966089 0.978847 0.972426 16357
20 0.933957 0.896975 0.915093 5455
avg / total 0.958053 0.958372 0.958088 21812
Classification report for turbine 13, turbine category 8
precision recall f1-score support
10 0.066258 0.453782 0.115632 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 0.011236 0.013889 0.012422 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 0.950140 0.931445 0.940699 16060
20 0.851290 0.743722 0.793879 5057
avg / total 0.897346 0.860765 0.877358 21812
Classification report for turbine 13, turbine category 9
precision recall f1-score support
10 0.292203 0.412835 0.342199 1979
11 0.045845 0.296296 0.079404 108
12 0.000000 0.000000 0.000000 108
13 0.010638 0.009259 0.009901 108
14 0.006061 0.009259 0.007326 108
15 0.000000 0.000000 0.000000 108
16 0.000000 0.000000 0.000000 108
17 0.011765 0.009259 0.010363 108
18 0.000000 0.000000 0.000000 108
19 0.928226 0.894043 0.910814 15695
20 0.620541 0.441051 0.515622 3274
avg / total 0.787936 0.748579 0.764356 21812
Classification report for turbine 13, turbine category 10
precision recall f1-score support
19 0.966089 0.978847 0.972426 16357
20 0.933957 0.896975 0.915093 5455
avg / total 0.958053 0.958372 0.958088 21812
Classification report for turbine 13, turbine category 11
precision recall f1-score support
10 0.006667 0.083333 0.012346 12
11 0.024155 0.069444 0.035842 72
12 0.000000 0.000000 0.000000 72
13 0.000000 0.000000 0.000000 72
14 0.002825 0.013889 0.004695 72
15 0.000000 0.000000 0.000000 72
16 0.006410 0.013889 0.008772 72
17 0.000000 0.000000 0.000000 72
18 0.003356 0.013889 0.005405 72
19 0.938219 0.851690 0.892863 15798
20 0.938585 0.887210 0.912174 5426
avg / total 0.913143 0.837979 0.873785 21812
Classification report for turbine 13, turbine category 12
precision recall f1-score support
19 0.966089 0.978847 0.972426 16357
20 0.933957 0.896975 0.915093 5455
avg / total 0.958053 0.958372 0.958088 21812
Classification report for turbine 13, turbine category 13
precision recall f1-score support
19 0.966089 0.978847 0.972426 16357
20 0.933957 0.896975 0.915093 5455
avg / total 0.958053 0.958372 0.958088 21812
------------------------------------------------------------------------
Classification report for turbine 13, turbine category 0
precision recall f1-score support
10 0.097087 0.036765 0.053333 272
11 0.022124 0.034722 0.027027 144
12 0.000000 0.000000 0.000000 144
13 0.003922 0.006944 0.005013 144
14 0.000000 0.000000 0.000000 144
15 0.012987 0.007463 0.009479 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 0.906099 0.941346 0.923386 13162
20 0.927032 0.878813 0.902279 7344
avg / total 0.860357 0.864708 0.861926 21812
Classification report for turbine 13, turbine category 1
precision recall f1-score support
10.0 0.000000 0.000000 0.000000 0
11.0 0.000000 0.000000 0.000000 0
12.0 0.000000 0.000000 0.000000 0
13.0 0.000000 0.000000 0.000000 0
14.0 0.000000 0.000000 0.000000 0
15.0 0.000000 0.000000 0.000000 0
16.0 0.000000 0.000000 0.000000 0
17.0 0.000000 0.000000 0.000000 0
18.0 0.000000 0.000000 0.000000 0
19.0 0.959991 0.945084 0.952479 14167
20.0 0.950582 0.918378 0.934203 7645
avg / total 0.956694 0.935723 0.946073 21812
Classification report for turbine 13, turbine category 2
precision recall f1-score support
19 0.960855 0.973742 0.967256 14167
20 0.950101 0.926488 0.938146 7645
avg / total 0.957086 0.957180 0.957053 21812
Classification report for turbine 13, turbine category 3
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 0.941701 0.973572 0.957371 13887
20 0.948625 0.926989 0.937682 7629
avg / total 0.931343 0.944067 0.937493 21812
Classification report for turbine 13, turbine category 4
precision recall f1-score support
10.0 0.000000 0.000000 0.000000 0
11.0 0.000000 0.000000 0.000000 0
12.0 0.000000 0.000000 0.000000 0
13.0 0.000000 0.000000 0.000000 0
14.0 0.000000 0.000000 0.000000 0
15.0 0.000000 0.000000 0.000000 0
16.0 0.000000 0.000000 0.000000 0
17.0 0.000000 0.000000 0.000000 0
18.0 0.000000 0.000000 0.000000 0
19.0 0.959873 0.938801 0.949220 14167
20.0 0.933451 0.620144 0.745206 7645
avg / total 0.950612 0.827114 0.877714 21812
Classification report for turbine 13, turbine category 5
precision recall f1-score support
19 0.960855 0.973742 0.967256 14167
20 0.950101 0.926488 0.938146 7645
avg / total 0.957086 0.957180 0.957053 21812
Classification report for turbine 13, turbine category 6
precision recall f1-score support
10 0.014194 0.192982 0.026442 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 0.914404 0.959561 0.936439 13304
20 0.941461 0.847898 0.892233 7587
avg / total 0.885242 0.880708 0.881591 21812
Classification report for turbine 13, turbine category 7
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 0.959950 0.973718 0.966785 14154
20 0.912676 0.923704 0.918157 7366
avg / total 0.931134 0.943792 0.937420 21812
Classification report for turbine 13, turbine category 8
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 0.000000 0.000000 0.000000 72
15 0.000000 0.000000 0.000000 72
16 0.000000 0.000000 0.000000 72
17 0.024390 0.013889 0.017699 72
18 0.000000 0.000000 0.000000 72
19 0.923859 0.949544 0.936525 13596
20 0.944089 0.812828 0.873555 7624
avg / total 0.905936 0.876032 0.889155 21812
Classification report for turbine 13, turbine category 9
precision recall f1-score support
10 0.072984 0.294537 0.116981 421
11 0.021834 0.069444 0.033223 72
12 0.007059 0.041667 0.012072 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 0.918595 0.914580 0.916583 13498
20 0.916080 0.693727 0.789547 7317
avg / total 0.877268 0.804741 0.834480 21812
Classification report for turbine 13, turbine category 10
precision recall f1-score support
19 0.960855 0.973742 0.967256 14167
20 0.950101 0.926488 0.938146 7645
avg / total 0.957086 0.957180 0.957053 21812
Classification report for turbine 13, turbine category 11
precision recall f1-score support
10 0.002497 0.090909 0.004860 22
11 0.012270 0.013889 0.013029 144
12 0.005000 0.006944 0.005814 144
13 0.044118 0.041667 0.042857 144
14 0.000000 0.000000 0.000000 144
15 0.000000 0.000000 0.000000 144
16 0.016667 0.006944 0.009804 144
17 0.011765 0.006944 0.008734 144
18 0.019608 0.013889 0.016260 144
19 0.895892 0.915511 0.905595 13197
20 0.937211 0.816423 0.872657 7441
avg / total 0.862492 0.833119 0.846258 21812
Classification report for turbine 13, turbine category 12
precision recall f1-score support
19 0.960855 0.973742 0.967256 14167
20 0.950101 0.926488 0.938146 7645
avg / total 0.957086 0.957180 0.957053 21812
Classification report for turbine 13, turbine category 13
precision recall f1-score support
19 0.960855 0.973742 0.967256 14167
20 0.950101 0.926488 0.938146 7645
avg / total 0.957086 0.957180 0.957053 21812
------------------------------------------------------------------------
Classification report for turbine 13, turbine category 0
precision recall f1-score support
10.0 0.000000 0.000000 0.000000 0
11.0 0.000000 0.000000 0.000000 0
12.0 0.000000 0.000000 0.000000 0
13.0 0.000000 0.000000 0.000000 0
14.0 0.000000 0.000000 0.000000 0
15.0 0.000000 0.000000 0.000000 0
16.0 0.000000 0.000000 0.000000 0
17.0 0.000000 0.000000 0.000000 0
18.0 0.000000 0.000000 0.000000 0
19.0 0.982387 0.927764 0.954295 18938
20.0 0.870562 0.819068 0.844030 2874
avg / total 0.967653 0.913442 0.939766 21812
Classification report for turbine 13, turbine category 1
precision recall f1-score support
10.0 0.000000 0.000000 0.000000 0
11.0 0.000000 0.000000 0.000000 0
12.0 0.000000 0.000000 0.000000 0
13.0 0.000000 0.000000 0.000000 0
14.0 0.000000 0.000000 0.000000 0
15.0 0.000000 0.000000 0.000000 0
16.0 0.000000 0.000000 0.000000 0
17.0 0.000000 0.000000 0.000000 0
18.0 0.000000 0.000000 0.000000 0
19.0 0.981857 0.951579 0.966481 18938
20.0 0.872810 0.866736 0.869763 2874
avg / total 0.967489 0.940400 0.953737 21812
Classification report for turbine 13, turbine category 2
precision recall f1-score support
19 0.982014 0.980251 0.981132 18938
20 0.871389 0.881698 0.876513 2874
avg / total 0.967438 0.967266 0.967347 21812
Classification report for turbine 13, turbine category 3
precision recall f1-score support
10 0.000000 0.000000 0.000000 94
11 0.000000 0.000000 0.000000 125
12 0.038462 0.008475 0.013889 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 0.937573 0.975383 0.956104 18077
20 0.834313 0.877091 0.855168 2750
avg / total 0.882423 0.918990 0.900277 21812
Classification report for turbine 13, turbine category 4
precision recall f1-score support
10 0.627219 0.161832 0.257282 1310
11 0.000000 0.000000 0.000000 354
12 0.000000 0.000000 0.000000 311
13 0.000000 0.000000 0.000000 252
14 0.000000 0.000000 0.000000 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 0.000000 0.000000 0.000000 180
19 0.883234 0.971479 0.925257 17005
20 0.515175 0.801840 0.627310 1630
avg / total 0.764752 0.827022 0.783676 21812
Classification report for turbine 13, turbine category 5
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 0.969001 0.979991 0.974465 18692
20 0.855915 0.880127 0.867852 2828
avg / total 0.941367 0.953924 0.947597 21812
Classification report for turbine 13, turbine category 6
precision recall f1-score support
10 0.031621 0.028369 0.029907 282
11 0.000000 0.000000 0.000000 192
12 0.009615 0.005556 0.007042 180
13 0.000000 0.000000 0.000000 180
14 0.000000 0.000000 0.000000 171
15 0.006452 0.006944 0.006689 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 0.906888 0.931537 0.919047 17513
20 0.818007 0.782193 0.799699 2718
avg / total 0.830609 0.845865 0.838048 21812
Classification report for turbine 13, turbine category 7
precision recall f1-score support
10.0 0.000000 0.000000 0.000000 0
13.0 0.000000 0.000000 0.000000 0
15.0 0.000000 0.000000 0.000000 0
16.0 0.000000 0.000000 0.000000 0
17.0 0.000000 0.000000 0.000000 0
18.0 0.000000 0.000000 0.000000 0
19.0 0.982014 0.980251 0.981132 18938
20.0 0.870812 0.877175 0.873982 2874
avg / total 0.967362 0.966670 0.967014 21812
Classification report for turbine 13, turbine category 8
precision recall f1-score support
10 0.087719 0.014535 0.024938 688
11 0.008475 0.002096 0.003361 477
12 0.013889 0.002525 0.004274 396
13 0.000000 0.000000 0.000000 396
14 0.006135 0.002667 0.003717 375
15 0.022727 0.002778 0.004950 360
16 0.000000 0.000000 0.000000 360
17 0.000000 0.000000 0.000000 360
18 0.010526 0.002959 0.004619 338
19 0.830136 0.944049 0.883435 15996
20 0.612997 0.812682 0.698855 2066
avg / total 0.670697 0.769989 0.715224 21812
Classification report for turbine 13, turbine category 9
precision recall f1-score support
10 0.079526 0.150160 0.103982 313
11 0.000000 0.000000 0.000000 224
12 0.000000 0.000000 0.000000 222
13 0.025974 0.008439 0.012739 237
14 0.000000 0.000000 0.000000 183
15 0.000000 0.000000 0.000000 180
16 0.010101 0.005556 0.007168 180
17 0.017544 0.011111 0.013605 180
18 0.019417 0.011111 0.014134 180
19 0.902648 0.940085 0.920986 17408
20 0.744010 0.706587 0.724816 2505
avg / total 0.807654 0.833899 0.820192 21812
Classification report for turbine 13, turbine category 10
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 0.968843 0.980408 0.974591 18681
20 0.861073 0.882001 0.871411 2839
avg / total 0.941846 0.954475 0.948114 21812
Classification report for turbine 13, turbine category 11
precision recall f1-score support
10 0.020833 0.052632 0.029851 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 0.012346 0.027778 0.017094 108
16 0.000000 0.000000 0.000000 108
17 0.000000 0.000000 0.000000 108
18 0.004587 0.009259 0.006135 108
19 0.953713 0.904816 0.928621 18354
20 0.795365 0.866408 0.829368 2575
avg / total 0.896513 0.863882 0.879452 21812
Classification report for turbine 13, turbine category 12
precision recall f1-score support
19 0.982014 0.980251 0.981132 18938
20 0.871389 0.881698 0.876513 2874
avg / total 0.967438 0.967266 0.967347 21812
Classification report for turbine 13, turbine category 13
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 0.968314 0.980240 0.974240 18674
20 0.860385 0.881918 0.871018 2837
avg / total 0.940913 0.953924 0.947370 21812
------------------------------------------------------------------------
Classification report for turbine 13, turbine category 0
precision recall f1-score support
10 0.255319 0.342857 0.292683 35
11 0.000000 0.000000 0.000000 73
12 0.000000 0.000000 0.000000 72
13 0.009174 0.013889 0.011050 72
14 0.000000 0.000000 0.000000 72
15 0.000000 0.000000 0.000000 72
16 0.012739 0.027778 0.017467 72
17 0.000000 0.000000 0.000000 72
18 0.000000 0.000000 0.000000 72
19 0.960388 0.937474 0.948793 19112
20 0.852207 0.850575 0.851390 2088
avg / total 0.923568 0.903539 0.913411 21812
Classification report for turbine 13, turbine category 1
precision recall f1-score support
10.0 0.000000 0.000000 0.000000 0
11.0 0.000000 0.000000 0.000000 0
12.0 0.000000 0.000000 0.000000 0
13.0 0.000000 0.000000 0.000000 0
14.0 0.000000 0.000000 0.000000 0
15.0 0.000000 0.000000 0.000000 0
16.0 0.000000 0.000000 0.000000 0
17.0 0.000000 0.000000 0.000000 0
18.0 0.000000 0.000000 0.000000 0
19.0 0.986233 0.974078 0.980118 19636
20.0 0.883874 0.863971 0.873809 2176
avg / total 0.976021 0.963094 0.969512 21812
Classification report for turbine 13, turbine category 2
precision recall f1-score support
19 0.986313 0.987166 0.986739 19636
20 0.883279 0.876379 0.879815 2176
avg / total 0.976034 0.976114 0.976072 21812
Classification report for turbine 13, turbine category 3
precision recall f1-score support
10 0.000000 0.000000 0.000000 198
11 0.000000 0.000000 0.000000 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 0.027778 0.013889 0.018519 72
17 0.000000 0.000000 0.000000 64
18 0.000000 0.000000 0.000000 36
19 0.965524 0.965776 0.965650 19226
20 0.727145 0.847078 0.782543 1831
avg / total 0.912185 0.922428 0.916915 21812
Classification report for turbine 13, turbine category 4
precision recall f1-score support
10 0.035256 0.146667 0.056848 75
11 0.001634 0.006944 0.002646 144
12 0.025478 0.027778 0.026578 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 0.012658 0.006944 0.008969 144
19 0.951079 0.947663 0.949368 18935
20 0.616154 0.485455 0.543051 1650
avg / total 0.872625 0.860169 0.865674 21812
Classification report for turbine 13, turbine category 5
precision recall f1-score support
10.0 0.000000 0.000000 0.000000 0
11.0 0.000000 0.000000 0.000000 0
12.0 0.000000 0.000000 0.000000 0
13.0 0.000000 0.000000 0.000000 0
14.0 0.000000 0.000000 0.000000 0
15.0 0.000000 0.000000 0.000000 0
16.0 0.000000 0.000000 0.000000 0
17.0 0.000000 0.000000 0.000000 0
18.0 0.000000 0.000000 0.000000 0
19.0 0.986250 0.982583 0.984413 19636
20.0 0.882572 0.870404 0.876446 2176
avg / total 0.975907 0.971392 0.973642 21812
Classification report for turbine 13, turbine category 6
precision recall f1-score support
10 0.038596 0.068750 0.049438 160
11 0.006452 0.005556 0.005970 180
12 0.000000 0.000000 0.000000 180
13 0.016393 0.011111 0.013245 180
14 0.023438 0.016667 0.019481 180
15 0.012422 0.011111 0.011730 180
16 0.030075 0.022222 0.025559 180
17 0.010204 0.005556 0.007194 180
18 0.005051 0.005556 0.005291 180
19 0.925822 0.941459 0.933575 18295
20 0.814467 0.769431 0.791309 1917
avg / total 0.849264 0.858427 0.853683 21812
Classification report for turbine 13, turbine category 7
precision recall f1-score support
13.0 0.000000 0.000000 0.000000 0
17.0 0.000000 0.000000 0.000000 0
19.0 0.986310 0.986963 0.986636 19636
20.0 0.883225 0.875919 0.879557 2176
avg / total 0.976026 0.975885 0.975954 21812
Classification report for turbine 13, turbine category 8
precision recall f1-score support
10 0.000000 0.000000 0.000000 16
11 0.000000 0.000000 0.000000 108
12 0.010417 0.018519 0.013333 108
13 0.004630 0.009259 0.006173 108
14 0.005263 0.009259 0.006711 108
15 0.000000 0.000000 0.000000 108
16 0.013216 0.027778 0.017910 108
17 0.005525 0.009259 0.006920 108
18 0.000000 0.000000 0.000000 108
19 0.947456 0.901207 0.923753 18888
20 0.768577 0.531311 0.628290 2044
avg / total 0.892662 0.830552 0.859050 21812
Classification report for turbine 13, turbine category 9
precision recall f1-score support
10 0.585185 0.064071 0.115497 1233
11 0.027027 0.008219 0.012605 365
12 0.000000 0.000000 0.000000 307
13 0.011905 0.007937 0.009524 252
14 0.013333 0.007937 0.009950 252
15 0.013072 0.007937 0.009877 252
16 0.005848 0.003968 0.004728 252
17 0.005882 0.003968 0.004739 252
18 0.009709 0.011905 0.010695 252
19 0.900327 0.927178 0.913555 17838
20 0.189559 0.671454 0.295652 557
avg / total 0.775356 0.779663 0.761973 21812
Classification report for turbine 13, turbine category 10
precision recall f1-score support
11.0 0.000000 0.000000 0.000000 0
15.0 0.000000 0.000000 0.000000 0
16.0 0.000000 0.000000 0.000000 0
17.0 0.000000 0.000000 0.000000 0
18.0 0.000000 0.000000 0.000000 0
19.0 0.986282 0.984926 0.985603 19636
20.0 0.882655 0.867647 0.875087 2176
avg / total 0.975944 0.973226 0.974578 21812
Classification report for turbine 13, turbine category 11
precision recall f1-score support
10 0.062500 0.058824 0.060606 17
11 0.024390 0.027778 0.025974 108
12 0.014925 0.018519 0.016529 108
13 0.000000 0.000000 0.000000 108
14 0.005000 0.009259 0.006494 108
15 0.028571 0.046296 0.035336 108
16 0.000000 0.000000 0.000000 108
17 0.000000 0.000000 0.000000 108
18 0.005988 0.009259 0.007273 108
19 0.944249 0.927153 0.935623 18779
20 0.888458 0.851301 0.869483 2152
avg / total 0.901045 0.882817 0.891808 21812
Classification report for turbine 13, turbine category 12
precision recall f1-score support
19 0.986313 0.987166 0.986739 19636
20 0.883279 0.876379 0.879815 2176
avg / total 0.976034 0.976114 0.976072 21812
Classification report for turbine 13, turbine category 13
precision recall f1-score support
11.0 0.000000 0.000000 0.000000 0
12.0 0.000000 0.000000 0.000000 0
13.0 0.000000 0.000000 0.000000 0
14.0 0.000000 0.000000 0.000000 0
15.0 0.000000 0.000000 0.000000 0
16.0 0.000000 0.000000 0.000000 0
17.0 0.000000 0.000000 0.000000 0
18.0 0.000000 0.000000 0.000000 0
19.0 0.986345 0.985842 0.986093 19636
20.0 0.883689 0.876379 0.880018 2176
avg / total 0.976104 0.974922 0.975511 21812
------------------------------------------------------------------------
Classification report for turbine 14, turbine category 0
precision recall f1-score support
10.0 0.000000 0.000000 0.000000 0
11.0 0.000000 0.000000 0.000000 0
12.0 0.000000 0.000000 0.000000 0
13.0 0.000000 0.000000 0.000000 0
14.0 0.000000 0.000000 0.000000 0
15.0 0.000000 0.000000 0.000000 0
16.0 0.000000 0.000000 0.000000 0
17.0 0.000000 0.000000 0.000000 0
18.0 0.000000 0.000000 0.000000 0
19.0 0.988591 0.912979 0.949282 20880
20.0 0.805825 0.739421 0.771196 898
avg / total 0.981055 0.905822 0.941938 21778
Classification report for turbine 14, turbine category 1
precision recall f1-score support
19 0.989445 0.992146 0.990793 20880
20 0.804994 0.753898 0.778608 898
avg / total 0.981839 0.982322 0.982044 21778
Classification report for turbine 14, turbine category 2
precision recall f1-score support
19 0.989445 0.992146 0.990793 20880
20 0.804994 0.753898 0.778608 898
avg / total 0.981839 0.982322 0.982044 21778
Classification report for turbine 14, turbine category 3
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 0.976106 0.924949 0.949839 20626
20 0.764198 0.727380 0.745334 851
avg / total 0.954335 0.904445 0.928720 21778
Classification report for turbine 14, turbine category 4
precision recall f1-score support
19 0.989445 0.992146 0.990793 20880
20 0.804994 0.753898 0.778608 898
avg / total 0.981839 0.982322 0.982044 21778
Classification report for turbine 14, turbine category 5
precision recall f1-score support
19 0.989445 0.992146 0.990793 20880
20 0.804994 0.753898 0.778608 898
avg / total 0.981839 0.982322 0.982044 21778
Classification report for turbine 14, turbine category 6
precision recall f1-score support
10.0 0.000000 0.000000 0.000000 0
11.0 0.000000 0.000000 0.000000 0
12.0 0.000000 0.000000 0.000000 0
13.0 0.000000 0.000000 0.000000 0
14.0 0.000000 0.000000 0.000000 0
15.0 0.000000 0.000000 0.000000 0
16.0 0.000000 0.000000 0.000000 0
17.0 0.000000 0.000000 0.000000 0
18.0 0.000000 0.000000 0.000000 0
19.0 0.989990 0.918918 0.953131 20880
20.0 0.788828 0.644766 0.709559 898
avg / total 0.981695 0.907613 0.943087 21778
Classification report for turbine 14, turbine category 7
precision recall f1-score support
19 0.989445 0.992146 0.990793 20880
20 0.804994 0.753898 0.778608 898
avg / total 0.981839 0.982322 0.982044 21778
Classification report for turbine 14, turbine category 8
precision recall f1-score support
10 0.050000 0.018293 0.026786 164
11 0.001748 0.013889 0.003106 72
12 0.000000 0.000000 0.000000 72
13 0.030864 0.069444 0.042735 72
14 0.006061 0.027778 0.009950 72
15 0.000000 0.000000 0.000000 72
16 0.000000 0.000000 0.000000 72
17 0.005291 0.013889 0.007663 72
18 0.000000 0.000000 0.000000 72
19 0.956180 0.893294 0.923668 20177
20 0.771465 0.709640 0.739262 861
avg / total 0.916909 0.856231 0.885404 21778
Classification report for turbine 14, turbine category 9
precision recall f1-score support
10.0 0.000000 0.000000 0.000000 0
11.0 0.000000 0.000000 0.000000 0
12.0 0.000000 0.000000 0.000000 0
13.0 0.000000 0.000000 0.000000 0
14.0 0.000000 0.000000 0.000000 0
15.0 0.000000 0.000000 0.000000 0
16.0 0.000000 0.000000 0.000000 0
17.0 0.000000 0.000000 0.000000 0
18.0 0.000000 0.000000 0.000000 0
19.0 0.989640 0.965326 0.977332 20880
20.0 0.803614 0.742762 0.771991 898
avg / total 0.981969 0.956148 0.968865 21778
Classification report for turbine 14, turbine category 10
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 0.977361 0.992290 0.984769 20622
20 0.756243 0.788104 0.771845 807
avg / total 0.953504 0.968822 0.961097 21778
Classification report for turbine 14, turbine category 11
precision recall f1-score support
10 0.333333 0.053571 0.092308 56
11 0.013889 0.003086 0.005051 324
12 0.000000 0.000000 0.000000 324
13 0.000000 0.000000 0.000000 324
14 0.028986 0.006173 0.010178 324
15 0.021739 0.003086 0.005405 324
16 0.054054 0.006173 0.011080 324
17 0.000000 0.000000 0.000000 324
18 0.000000 0.000000 0.000000 324
19 0.869690 0.973263 0.918566 18364
20 0.695078 0.755875 0.724203 766
avg / total 0.760425 0.847690 0.800750 21778
Classification report for turbine 14, turbine category 12
precision recall f1-score support
19 0.989445 0.992146 0.990793 20880
20 0.804994 0.753898 0.778608 898
avg / total 0.981839 0.982322 0.982044 21778
Classification report for turbine 14, turbine category 13
precision recall f1-score support
19 0.989445 0.992146 0.990793 20880
20 0.804994 0.753898 0.778608 898
avg / total 0.981839 0.982322 0.982044 21778
------------------------------------------------------------------------
Classification report for turbine 14, turbine category 0
precision recall f1-score support
10 0.131579 0.053191 0.075758 94
11 0.054348 0.019084 0.028249 262
12 0.027972 0.020101 0.023392 199
13 0.000000 0.000000 0.000000 180
14 0.027397 0.027397 0.027397 146
15 0.013333 0.006944 0.009132 144
16 0.000000 0.000000 0.000000 144
17 0.025641 0.020833 0.022989 144
18 0.000000 0.000000 0.000000 144
19 0.935183 0.951266 0.943156 19596
20 0.681665 0.835862 0.750929 725
avg / total 0.866096 0.884792 0.874934 21778
Classification report for turbine 14, turbine category 1
precision recall f1-score support
19 0.994346 0.993109 0.993727 20896
20 0.841410 0.866213 0.853631 882
avg / total 0.988152 0.987970 0.988053 21778
Classification report for turbine 14, turbine category 2
precision recall f1-score support
19 0.994346 0.993109 0.993727 20896
20 0.841410 0.866213 0.853631 882
avg / total 0.988152 0.987970 0.988053 21778
Classification report for turbine 14, turbine category 3
precision recall f1-score support
10.0 0.000000 0.000000 0.000000 0
11.0 0.000000 0.000000 0.000000 0
12.0 0.000000 0.000000 0.000000 0
13.0 0.000000 0.000000 0.000000 0
14.0 0.000000 0.000000 0.000000 0
15.0 0.000000 0.000000 0.000000 0
16.0 0.000000 0.000000 0.000000 0
17.0 0.000000 0.000000 0.000000 0
18.0 0.000000 0.000000 0.000000 0
19.0 0.994236 0.941089 0.966933 20896
20.0 0.838433 0.776644 0.806357 882
avg / total 0.987926 0.934429 0.960430 21778
Classification report for turbine 14, turbine category 4
precision recall f1-score support
19 0.994346 0.993109 0.993727 20896
20 0.841410 0.866213 0.853631 882
avg / total 0.988152 0.987970 0.988053 21778
Classification report for turbine 14, turbine category 5
precision recall f1-score support
19 0.994346 0.993109 0.993727 20896
20 0.841410 0.866213 0.853631 882
avg / total 0.988152 0.987970 0.988053 21778
Classification report for turbine 14, turbine category 6
precision recall f1-score support
10.0 0.000000 0.000000 0.000000 0
11.0 0.000000 0.000000 0.000000 0
12.0 0.000000 0.000000 0.000000 0
13.0 0.000000 0.000000 0.000000 0
14.0 0.000000 0.000000 0.000000 0
15.0 0.000000 0.000000 0.000000 0
16.0 0.000000 0.000000 0.000000 0
17.0 0.000000 0.000000 0.000000 0
18.0 0.000000 0.000000 0.000000 0
19.0 0.994381 0.956977 0.975321 20896
20.0 0.823828 0.736961 0.777977 882
avg / total 0.987474 0.948067 0.967328 21778
Classification report for turbine 14, turbine category 7
precision recall f1-score support
19 0.994346 0.993109 0.993727 20896
20 0.841410 0.866213 0.853631 882
avg / total 0.988152 0.987970 0.988053 21778
Classification report for turbine 14, turbine category 8
precision recall f1-score support
10.0 0.000000 0.000000 0.000000 0
11.0 0.000000 0.000000 0.000000 0
12.0 0.000000 0.000000 0.000000 0
13.0 0.000000 0.000000 0.000000 0
14.0 0.000000 0.000000 0.000000 0
15.0 0.000000 0.000000 0.000000 0
16.0 0.000000 0.000000 0.000000 0
17.0 0.000000 0.000000 0.000000 0
18.0 0.000000 0.000000 0.000000 0
19.0 0.994272 0.963629 0.978711 20896
20.0 0.841216 0.846939 0.844068 882
avg / total 0.988073 0.958903 0.973258 21778
Classification report for turbine 14, turbine category 9
precision recall f1-score support
10.0 0.000000 0.000000 0.000000 0
11.0 0.000000 0.000000 0.000000 0
12.0 0.000000 0.000000 0.000000 0
13.0 0.000000 0.000000 0.000000 0
14.0 0.000000 0.000000 0.000000 0
15.0 0.000000 0.000000 0.000000 0
16.0 0.000000 0.000000 0.000000 0
17.0 0.000000 0.000000 0.000000 0
18.0 0.000000 0.000000 0.000000 0
19.0 0.994349 0.985165 0.989735 20896
20.0 0.842746 0.862812 0.852661 882
avg / total 0.988209 0.980209 0.984184 21778
Classification report for turbine 14, turbine category 10
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 0.307692 0.037037 0.066116 108
19 0.948258 0.985948 0.966736 19926
20 0.686450 0.827260 0.750306 741
avg / total 0.892500 0.930434 0.910382 21778
Classification report for turbine 14, turbine category 11
precision recall f1-score support
10 0.020833 0.058824 0.030769 17
11 0.013575 0.027778 0.018237 108
12 0.017422 0.046296 0.025316 108
13 0.023077 0.055556 0.032609 108
14 0.005236 0.009259 0.006689 108
15 0.006612 0.037037 0.011220 108
16 0.035019 0.083333 0.049315 108
17 0.000000 0.000000 0.000000 108
18 0.000000 0.000000 0.000000 108
19 0.955158 0.881006 0.916584 20043
20 0.820606 0.792740 0.806432 854
avg / total 0.911759 0.843236 0.875921 21778
Classification report for turbine 14, turbine category 12
precision recall f1-score support
19 0.994346 0.993109 0.993727 20896
20 0.841410 0.866213 0.853631 882
avg / total 0.988152 0.987970 0.988053 21778
Classification report for turbine 14, turbine category 13
precision recall f1-score support
19 0.994346 0.993109 0.993727 20896
20 0.841410 0.866213 0.853631 882
avg / total 0.988152 0.987970 0.988053 21778
------------------------------------------------------------------------
Classification report for turbine 14, turbine category 0
precision recall f1-score support
10 0.091398 0.485714 0.153846 35
11 0.076923 0.083333 0.080000 36
12 0.016129 0.027778 0.020408 36
13 0.010101 0.027778 0.014815 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 0.970198 0.932598 0.951026 17314
20 0.931600 0.891331 0.911021 4141
avg / total 0.948786 0.911929 0.929752 21778
Classification report for turbine 14, turbine category 1
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 0.983106 0.984730 0.983917 17551
20 0.843020 0.938727 0.888303 3770
avg / total 0.938226 0.956102 0.946719 21778
Classification report for turbine 14, turbine category 2
precision recall f1-score support
19 0.985893 0.984549 0.985221 17604
20 0.935207 0.940585 0.937888 4174
avg / total 0.976179 0.976123 0.976149 21778
Classification report for turbine 14, turbine category 3
precision recall f1-score support
10 0.005714 0.071429 0.010582 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 0.953389 0.970464 0.961851 17030
20 0.936875 0.856662 0.894975 4158
avg / total 0.924411 0.922491 0.923031 21778
Classification report for turbine 14, turbine category 4
precision recall f1-score support
19 0.985893 0.984549 0.985221 17604
20 0.935207 0.940585 0.937888 4174
avg / total 0.976179 0.976123 0.976149 21778
Classification report for turbine 14, turbine category 5
precision recall f1-score support
19 0.985893 0.984549 0.985221 17604
20 0.935207 0.940585 0.937888 4174
avg / total 0.976179 0.976123 0.976149 21778
Classification report for turbine 14, turbine category 6
precision recall f1-score support
10 0.008299 0.007360 0.007801 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 0.945151 0.965321 0.955129 16869
20 0.622174 0.657395 0.639300 3056
avg / total 0.819824 0.840343 0.829932 21778
Classification report for turbine 14, turbine category 7
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 0.982480 0.984721 0.983599 17540
20 0.820391 0.940470 0.876336 3662
avg / total 0.929239 0.951235 0.939548 21778
Classification report for turbine 14, turbine category 8
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 0.966264 0.900636 0.932296 17300
20 0.936845 0.836172 0.883650 4169
avg / total 0.946922 0.875517 0.909756 21778
Classification report for turbine 14, turbine category 9
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 0.925816 0.978582 0.951468 16528
20 0.889709 0.945570 0.916789 3950
avg / total 0.864002 0.914179 0.888382 21778
Classification report for turbine 14, turbine category 10
precision recall f1-score support
10 0.008152 0.033333 0.013100 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 0.000000 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 0.019608 0.013889 0.016260 72
19 0.969872 0.963739 0.966796 17236
20 0.885414 0.869644 0.877458 3874
avg / total 0.925198 0.917623 0.921357 21778
Classification report for turbine 14, turbine category 11
precision recall f1-score support
10 0.000000 0.000000 0.000000 21
11 0.033369 0.215278 0.057782 144
12 0.000000 0.000000 0.000000 144
13 0.010753 0.013889 0.012121 144
14 0.000000 0.000000 0.000000 144
15 0.021944 0.048611 0.030238 144
16 0.112000 0.194444 0.142132 144
17 0.000000 0.000000 0.000000 144
18 0.006944 0.006944 0.006944 144
19 0.953532 0.890297 0.920830 16964
20 0.875922 0.750343 0.808284 3641
avg / total 0.890421 0.822114 0.854064 21778
Classification report for turbine 14, turbine category 12
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 0.985893 0.989778 0.987832 17511
20 0.885422 0.937689 0.910806 3964
avg / total 0.953889 0.966526 0.960068 21778
Classification report for turbine 14, turbine category 13
precision recall f1-score support
19 0.985893 0.984549 0.985221 17604
20 0.935207 0.940585 0.937888 4174
avg / total 0.976179 0.976123 0.976149 21778
------------------------------------------------------------------------
Classification report for turbine 14, turbine category 0
precision recall f1-score support
10.0 0.000000 0.000000 0.000000 0
11.0 0.000000 0.000000 0.000000 0
12.0 0.000000 0.000000 0.000000 0
13.0 0.000000 0.000000 0.000000 0
14.0 0.000000 0.000000 0.000000 0
15.0 0.000000 0.000000 0.000000 0
16.0 0.000000 0.000000 0.000000 0
17.0 0.000000 0.000000 0.000000 0
18.0 0.000000 0.000000 0.000000 0
19.0 0.994519 0.965810 0.979954 20854
20.0 0.850698 0.857143 0.853908 924
avg / total 0.988417 0.961199 0.974606 21778
Classification report for turbine 14, turbine category 1
precision recall f1-score support
10.0 0.000000 0.000000 0.000000 0
11.0 0.000000 0.000000 0.000000 0
12.0 0.000000 0.000000 0.000000 0
14.0 0.000000 0.000000 0.000000 0
15.0 0.000000 0.000000 0.000000 0
16.0 0.000000 0.000000 0.000000 0
17.0 0.000000 0.000000 0.000000 0
19.0 0.994520 0.992088 0.993302 20854
20.0 0.848913 0.845238 0.847072 924
avg / total 0.988342 0.985857 0.987098 21778
Classification report for turbine 14, turbine category 2
precision recall f1-score support
19 0.994527 0.993287 0.993906 20854
20 0.852632 0.876623 0.864461 924
avg / total 0.988506 0.988337 0.988414 21778
Classification report for turbine 14, turbine category 3
precision recall f1-score support
10 0.230769 0.030000 0.053097 200
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 0.951958 0.966837 0.959340 19962
20 0.694690 0.835106 0.758454 752
avg / total 0.898684 0.915327 0.906021 21778
Classification report for turbine 14, turbine category 4
precision recall f1-score support
19 0.994527 0.993287 0.993906 20854
20 0.852632 0.876623 0.864461 924
avg / total 0.988506 0.988337 0.988414 21778
Classification report for turbine 14, turbine category 5
precision recall f1-score support
19 0.994527 0.993287 0.993906 20854
20 0.852632 0.876623 0.864461 924
avg / total 0.988506 0.988337 0.988414 21778
Classification report for turbine 14, turbine category 6
precision recall f1-score support
10 0.025641 0.142857 0.043478 21
11 0.008475 0.009259 0.008850 108
12 0.000000 0.000000 0.000000 108
13 0.032258 0.009346 0.014493 107
14 0.000000 0.000000 0.000000 98
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 0.960751 0.968477 0.964598 20144
20 0.838164 0.767699 0.801386 904
avg / total 0.923683 0.927909 0.925647 21778
Classification report for turbine 14, turbine category 7
precision recall f1-score support
10.0 0.000000 0.000000 0.000000 0
11.0 0.000000 0.000000 0.000000 0
12.0 0.000000 0.000000 0.000000 0
13.0 0.000000 0.000000 0.000000 0
14.0 0.000000 0.000000 0.000000 0
18.0 0.000000 0.000000 0.000000 0
19.0 0.994519 0.991944 0.993230 20854
20.0 0.852459 0.844156 0.848287 924
avg / total 0.988492 0.985674 0.987080 21778
Classification report for turbine 14, turbine category 8
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 0.023810 0.013889 0.017544 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 0.969693 0.979139 0.974393 20325
20 0.813319 0.857307 0.834734 869
avg / total 0.937528 0.948067 0.942749 21778
Classification report for turbine 14, turbine category 9
precision recall f1-score support
10 0.032258 0.088235 0.047244 34
11 0.000000 0.000000 0.000000 73
12 0.010309 0.013889 0.011834 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 0.968011 0.955894 0.961914 20292
20 0.824340 0.820571 0.822451 875
avg / total 0.935164 0.923822 0.929436 21778
Classification report for turbine 14, turbine category 10
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 0.027778 0.027778 0.027778 36
17 0.073171 0.166667 0.101695 36
18 0.000000 0.000000 0.000000 36
19 0.981214 0.975393 0.978295 20563
20 0.838418 0.810044 0.823987 916
avg / total 0.961903 0.955368 0.958587 21778
Classification report for turbine 14, turbine category 11
precision recall f1-score support
10 0.022222 0.076923 0.034483 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 0.020548 0.041667 0.027523 72
18 0.000000 0.000000 0.000000 72
19 0.967530 0.928554 0.947641 20281
20 0.857143 0.766520 0.809302 908
avg / total 0.936841 0.896868 0.916355 21778
Classification report for turbine 14, turbine category 12
precision recall f1-score support
10.0 0.000000 0.000000 0.000000 0
12.0 0.000000 0.000000 0.000000 0
19.0 0.994527 0.993287 0.993906 20854
20.0 0.851178 0.860390 0.855759 924
avg / total 0.988445 0.987648 0.988045 21778
Classification report for turbine 14, turbine category 13
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 0.980507 0.993336 0.986880 20559
20 0.843158 0.877327 0.859903 913
avg / total 0.960972 0.974516 0.967690 21778
------------------------------------------------------------------------
Classification report for turbine 14, turbine category 0
precision recall f1-score support
10.0 0.000000 0.000000 0.000000 0
11.0 0.000000 0.000000 0.000000 0
12.0 0.000000 0.000000 0.000000 0
13.0 0.000000 0.000000 0.000000 0
14.0 0.000000 0.000000 0.000000 0
15.0 0.000000 0.000000 0.000000 0
16.0 0.000000 0.000000 0.000000 0
17.0 0.000000 0.000000 0.000000 0
18.0 0.000000 0.000000 0.000000 0
19.0 0.992996 0.972701 0.982744 20843
20.0 0.895097 0.839572 0.866446 935
avg / total 0.988793 0.966985 0.977751 21778
Classification report for turbine 14, turbine category 1
precision recall f1-score support
11.0 0.000000 0.000000 0.000000 0
13.0 0.000000 0.000000 0.000000 0
14.0 0.000000 0.000000 0.000000 0
15.0 0.000000 0.000000 0.000000 0
19.0 0.993060 0.995442 0.994250 20843
20.0 0.885266 0.783957 0.831537 935
avg / total 0.988432 0.986362 0.987264 21778
Classification report for turbine 14, turbine category 2
precision recall f1-score support
19 0.993060 0.995442 0.994250 20843
20 0.892655 0.844920 0.868132 935
avg / total 0.988749 0.988980 0.988835 21778
Classification report for turbine 14, turbine category 3
precision recall f1-score support
10.0 0.000000 0.000000 0.000000 0
11.0 0.000000 0.000000 0.000000 0
12.0 0.000000 0.000000 0.000000 0
13.0 0.000000 0.000000 0.000000 0
14.0 0.000000 0.000000 0.000000 0
15.0 0.000000 0.000000 0.000000 0
16.0 0.000000 0.000000 0.000000 0
17.0 0.000000 0.000000 0.000000 0
18.0 0.000000 0.000000 0.000000 0
19.0 0.992970 0.962289 0.977389 20843
20.0 0.888021 0.729412 0.800940 935
avg / total 0.988464 0.952291 0.969813 21778
Classification report for turbine 14, turbine category 4
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 0.986024 0.995410 0.990695 20696
20 0.727684 0.818297 0.770335 787
avg / total 0.963332 0.975526 0.969312 21778
Classification report for turbine 14, turbine category 5
precision recall f1-score support
19 0.993060 0.995442 0.994250 20843
20 0.892655 0.844920 0.868132 935
avg / total 0.988749 0.988980 0.988835 21778
Classification report for turbine 14, turbine category 6
precision recall f1-score support
10 0.039216 0.008333 0.013746 240
11 0.000000 0.000000 0.000000 180
12 0.015625 0.005556 0.008197 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 0.924065 0.975161 0.948926 19405
20 0.722981 0.839827 0.777036 693
avg / total 0.846943 0.895766 0.870473 21778
Classification report for turbine 14, turbine category 7
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 0.979658 0.995574 0.987552 20559
20 0.874092 0.780541 0.824672 925
avg / total 0.961949 0.973000 0.967302 21778
Classification report for turbine 14, turbine category 8
precision recall f1-score support
10 0.200000 0.025000 0.044444 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 0.965529 0.982583 0.973982 20268
20 0.718713 0.779070 0.747675 774
avg / total 0.925596 0.942327 0.933349 21778
Classification report for turbine 14, turbine category 9
precision recall f1-score support
10 0.000000 0.000000 0.000000 170
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 0.965053 0.973102 0.969061 20262
20 0.695550 0.777487 0.734240 764
avg / total 0.922275 0.932638 0.927361 21778
Classification report for turbine 14, turbine category 10
precision recall f1-score support
10.0 0.000000 0.000000 0.000000 0
11.0 0.000000 0.000000 0.000000 0
12.0 0.000000 0.000000 0.000000 0
13.0 0.000000 0.000000 0.000000 0
14.0 0.000000 0.000000 0.000000 0
15.0 0.000000 0.000000 0.000000 0
16.0 0.000000 0.000000 0.000000 0
17.0 0.000000 0.000000 0.000000 0
18.0 0.000000 0.000000 0.000000 0
19.0 0.992899 0.972701 0.982696 20843
20.0 0.895349 0.823529 0.857939 935
avg / total 0.988711 0.966296 0.977340 21778
Classification report for turbine 14, turbine category 11
precision recall f1-score support
10 0.000000 0.000000 0.000000 13
11 0.009346 0.013889 0.011173 72
12 0.000000 0.000000 0.000000 72
13 0.007246 0.013889 0.009524 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 0.015748 0.027778 0.020101 72
19 0.965053 0.944291 0.954559 20266
20 0.888889 0.806067 0.845455 923
avg / total 0.935831 0.913077 0.924253 21778
Classification report for turbine 14, turbine category 12
precision recall f1-score support
19 0.993060 0.995442 0.994250 20843
20 0.892655 0.844920 0.868132 935
avg / total 0.988749 0.988980 0.988835 21778
Classification report for turbine 14, turbine category 13
precision recall f1-score support
10.0 0.000000 0.000000 0.000000 0
11.0 0.000000 0.000000 0.000000 0
13.0 0.000000 0.000000 0.000000 0
14.0 0.000000 0.000000 0.000000 0
16.0 0.000000 0.000000 0.000000 0
17.0 0.000000 0.000000 0.000000 0
18.0 0.000000 0.000000 0.000000 0
19.0 0.993051 0.994195 0.993623 20843
20.0 0.892534 0.843850 0.867510 935
avg / total 0.988736 0.987740 0.988208 21778
------------------------------------------------------------------------
Classification report for turbine 15, turbine category 0
precision recall f1-score support
10.0 0.000000 0.000000 0.000000 0
11.0 0.000000 0.000000 0.000000 0
12.0 0.000000 0.000000 0.000000 0
13.0 0.000000 0.000000 0.000000 0
19.0 0.901504 0.954718 0.927348 15569
20.0 0.816172 0.585870 0.682106 4600
avg / total 0.882042 0.870593 0.871415 20169
Classification report for turbine 15, turbine category 1
precision recall f1-score support
10 0.000000 0.000000 0.000000 242
11 0.022556 0.008333 0.012170 360
12 0.040000 0.008333 0.013793 360
13 0.025641 0.002778 0.005013 360
14 0.200000 0.025000 0.044444 360
15 0.000000 0.000000 0.000000 360
16 0.000000 0.000000 0.000000 360
17 0.000000 0.000000 0.000000 360
18 0.000000 0.000000 0.000000 360
19 0.739970 0.940387 0.828227 12749
20 0.762596 0.623313 0.685956 4298
avg / total 0.635394 0.728048 0.671052 20169
Classification report for turbine 15, turbine category 2
precision recall f1-score support
19 0.901891 0.958893 0.929519 15569
20 0.823009 0.646957 0.724440 4600
avg / total 0.883900 0.887749 0.882746 20169
Classification report for turbine 15, turbine category 3
precision recall f1-score support
19 0.901891 0.958893 0.929519 15569
20 0.823009 0.646957 0.724440 4600
avg / total 0.883900 0.887749 0.882746 20169
Classification report for turbine 15, turbine category 4
precision recall f1-score support
10.0 0.000000 0.000000 0.000000 0
11.0 0.000000 0.000000 0.000000 0
12.0 0.000000 0.000000 0.000000 0
13.0 0.000000 0.000000 0.000000 0
14.0 0.000000 0.000000 0.000000 0
15.0 0.000000 0.000000 0.000000 0
16.0 0.000000 0.000000 0.000000 0
17.0 0.000000 0.000000 0.000000 0
18.0 0.000000 0.000000 0.000000 0
19.0 0.895550 0.871218 0.883217 15569
20.0 0.817819 0.578696 0.677785 4600
avg / total 0.877822 0.804502 0.836363 20169
Classification report for turbine 15, turbine category 5
precision recall f1-score support
19 0.901891 0.958893 0.929519 15569
20 0.823009 0.646957 0.724440 4600
avg / total 0.883900 0.887749 0.882746 20169
Classification report for turbine 15, turbine category 6
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 0.844197 0.958765 0.897841 14575
20 0.703714 0.618363 0.658284 4106
avg / total 0.753316 0.818732 0.782832 20169
Classification report for turbine 15, turbine category 7
precision recall f1-score support
19 0.901891 0.958893 0.929519 15569
20 0.823009 0.646957 0.724440 4600
avg / total 0.883900 0.887749 0.882746 20169
Classification report for turbine 15, turbine category 8
precision recall f1-score support
10 0.653193 0.452915 0.534922 1784
11 0.053172 0.058124 0.055538 1514
12 0.101655 0.033411 0.050292 1287
13 0.050279 0.008571 0.014646 1050
14 0.006734 0.002516 0.003663 795
15 0.019802 0.007505 0.010884 533
16 0.027027 0.006036 0.009868 497
17 0.012821 0.004464 0.006623 448
18 0.005025 0.002494 0.003333 401
19 0.581182 0.879790 0.699970 9134
20 0.347318 0.239912 0.283793 2726
avg / total 0.382856 0.478457 0.411699 20169
Classification report for turbine 15, turbine category 9
precision recall f1-score support
10 0.401183 0.152360 0.220847 2225
11 0.000000 0.000000 0.000000 216
12 0.018450 0.027778 0.022173 180
13 0.042945 0.038889 0.040816 180
14 0.013289 0.022222 0.016632 180
15 0.032653 0.048485 0.039024 165
16 0.011561 0.013889 0.012618 144
17 0.000000 0.000000 0.000000 144
18 0.007752 0.006944 0.007326 144
19 0.819238 0.871291 0.844463 14086
20 0.574538 0.632335 0.602052 2505
avg / total 0.688841 0.705191 0.690082 20169
Classification report for turbine 15, turbine category 10
precision recall f1-score support
19 0.901891 0.958893 0.929519 15569
20 0.823009 0.646957 0.724440 4600
avg / total 0.883900 0.887749 0.882746 20169
Classification report for turbine 15, turbine category 11
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 0.132075 0.038889 0.060086 180
17 0.008850 0.005556 0.006826 180
18 0.000000 0.000000 0.000000 180
19 0.830891 0.945375 0.884443 14334
20 0.767031 0.626948 0.689951 4364
avg / total 0.757731 0.807923 0.778452 20169
Classification report for turbine 15, turbine category 12
precision recall f1-score support
19 0.901891 0.958893 0.929519 15569
20 0.823009 0.646957 0.724440 4600
avg / total 0.883900 0.887749 0.882746 20169
Classification report for turbine 15, turbine category 13
precision recall f1-score support
19 0.901891 0.958893 0.929519 15569
20 0.823009 0.646957 0.724440 4600
avg / total 0.883900 0.887749 0.882746 20169
------------------------------------------------------------------------
Classification report for turbine 15, turbine category 0
precision recall f1-score support
10 0.033074 0.354167 0.060498 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 0.939077 0.967698 0.953172 13157
20 0.929505 0.839180 0.882036 6442
avg / total 0.909559 0.900144 0.903658 20169
Classification report for turbine 15, turbine category 1
precision recall f1-score support
10 0.003795 0.031746 0.006780 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 0.017094 0.055556 0.026144 36
18 0.000000 0.000000 0.000000 36
19 0.954847 0.885336 0.918778 13352
20 0.931213 0.864677 0.896712 6466
avg / total 0.930695 0.863503 0.895782 20169
Classification report for turbine 15, turbine category 2
precision recall f1-score support
19 0.975079 0.970513 0.972791 13667
20 0.938623 0.947862 0.943220 6502
avg / total 0.963327 0.963211 0.963258 20169
Classification report for turbine 15, turbine category 3
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 0.909873 0.969377 0.938683 12768
20 0.855315 0.946570 0.898632 5933
avg / total 0.827599 0.892112 0.858579 20169
Classification report for turbine 15, turbine category 4
precision recall f1-score support
10 0.138381 0.051406 0.074965 1031
11 0.023256 0.003205 0.005634 624
12 0.050000 0.001984 0.003817 504
13 0.110656 0.053571 0.072193 504
14 0.027397 0.004219 0.007313 474
15 0.000000 0.000000 0.000000 373
16 0.000000 0.000000 0.000000 335
17 0.000000 0.000000 0.000000 288
18 0.000000 0.000000 0.000000 267
19 0.790619 0.931088 0.855123 11043
20 0.690755 0.898011 0.780865 4726
avg / total 0.607192 0.724429 0.657250 20169
Classification report for turbine 15, turbine category 5
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 0.950967 0.970734 0.960749 13326
20 0.910448 0.947685 0.928693 6308
avg / total 0.913069 0.937776 0.925238 20169
Classification report for turbine 15, turbine category 6
precision recall f1-score support
10 0.292683 0.017450 0.032937 2063
11 0.000000 0.000000 0.000000 150
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 0.010753 0.006944 0.008439 144
16 0.021739 0.006944 0.010526 144
17 0.000000 0.000000 0.000000 144
18 0.000000 0.000000 0.000000 144
19 0.919978 0.926569 0.923262 12842
20 0.572133 0.876035 0.692197 4106
avg / total 0.732412 0.770192 0.732281 20169
Classification report for turbine 15, turbine category 7
precision recall f1-score support
19 0.975079 0.970513 0.972791 13667
20 0.938623 0.947862 0.943220 6502
avg / total 0.963327 0.963211 0.963258 20169
Classification report for turbine 15, turbine category 8
precision recall f1-score support
10 0.098919 0.460821 0.162875 536
11 0.096386 0.160000 0.120301 650
12 0.054870 0.070299 0.061633 569
13 0.028436 0.037815 0.032462 476
14 0.021656 0.036957 0.027309 460
15 0.016791 0.025937 0.020385 347
16 0.009141 0.015432 0.011481 324
17 0.014670 0.018519 0.016371 324
18 0.004695 0.003086 0.003724 324
19 0.753876 0.674801 0.712150 10449
20 0.837957 0.497198 0.624093 5710
avg / total 0.636989 0.512519 0.557822 20169
Classification report for turbine 15, turbine category 9
precision recall f1-score support
10 0.004540 0.380952 0.008974 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 0.003195 0.027778 0.005731 36
15 0.006711 0.027778 0.010811 36
16 0.000000 0.000000 0.000000 36
17 0.003984 0.027778 0.006969 36
18 0.004831 0.027778 0.008230 36
19 0.961833 0.840264 0.896948 13466
20 0.909989 0.634032 0.747350 6394
avg / total 0.930699 0.762606 0.835847 20169
Classification report for turbine 15, turbine category 10
precision recall f1-score support
19 0.975079 0.970513 0.972791 13667
20 0.938623 0.947862 0.943220 6502
avg / total 0.963327 0.963211 0.963258 20169
Classification report for turbine 15, turbine category 11
precision recall f1-score support
10 0.026316 0.166667 0.045455 6
11 0.000000 0.000000 0.000000 36
12 0.000000 0.000000 0.000000 36
13 0.013158 0.027778 0.017857 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 0.011236 0.027778 0.016000 36
18 0.000000 0.000000 0.000000 36
19 0.957382 0.935378 0.946252 13401
20 0.936024 0.924313 0.930131 6474
avg / total 0.936622 0.918340 0.927358 20169
Classification report for turbine 15, turbine category 12
precision recall f1-score support
19 0.975079 0.970513 0.972791 13667
20 0.938623 0.947862 0.943220 6502
avg / total 0.963327 0.963211 0.963258 20169
Classification report for turbine 15, turbine category 13
precision recall f1-score support
19 0.975079 0.970513 0.972791 13667
20 0.938623 0.947862 0.943220 6502
avg / total 0.963327 0.963211 0.963258 20169
------------------------------------------------------------------------
Classification report for turbine 15, turbine category 0
precision recall f1-score support
10 0.133333 0.033970 0.054146 471
11 0.000000 0.000000 0.000000 307
12 0.000000 0.000000 0.000000 252
13 0.000000 0.000000 0.000000 252
14 0.133333 0.008850 0.016598 226
15 0.024390 0.005319 0.008734 188
16 0.058824 0.005780 0.010526 173
17 0.000000 0.000000 0.000000 144
18 0.000000 0.000000 0.000000 144
19 0.838219 0.958508 0.894337 11665
20 0.865842 0.871435 0.868630 6347
avg / total 0.762607 0.829590 0.792223 20169
Classification report for turbine 15, turbine category 1
precision recall f1-score support
10.0 0.000000 0.000000 0.000000 0
11.0 0.000000 0.000000 0.000000 0
12.0 0.000000 0.000000 0.000000 0
13.0 0.000000 0.000000 0.000000 0
14.0 0.000000 0.000000 0.000000 0
15.0 0.000000 0.000000 0.000000 0
16.0 0.000000 0.000000 0.000000 0
17.0 0.000000 0.000000 0.000000 0
18.0 0.000000 0.000000 0.000000 0
19.0 0.952719 0.879997 0.914915 13258
20.0 0.942545 0.873535 0.906729 6911
avg / total 0.949233 0.877783 0.912110 20169
Classification report for turbine 15, turbine category 2
precision recall f1-score support
19 0.951779 0.970659 0.961126 13258
20 0.941486 0.905658 0.923224 6911
avg / total 0.948252 0.948386 0.948139 20169
Classification report for turbine 15, turbine category 3
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 0.933242 0.941855 0.937529 13002
20 0.936121 0.882986 0.908778 6871
avg / total 0.920526 0.907978 0.913975 20169
Classification report for turbine 15, turbine category 4
precision recall f1-score support
10 0.076415 0.095632 0.084950 847
11 0.032368 0.031199 0.031773 609
12 0.008386 0.011364 0.009650 352
13 0.012605 0.011905 0.012245 252
14 0.024038 0.021368 0.022624 234
15 0.004065 0.006944 0.005128 144
16 0.000000 0.000000 0.000000 72
17 0.080357 0.125000 0.097826 72
18 0.000000 0.000000 0.000000 72
19 0.833024 0.846734 0.839823 11666
20 0.808071 0.701829 0.751212 5849
avg / total 0.721257 0.699341 0.709112 20169
Classification report for turbine 15, turbine category 5
precision recall f1-score support
10 0.000000 0.000000 0.000000 96
11 0.000000 0.000000 0.000000 144
12 0.037135 0.098592 0.053950 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 0.920689 0.961808 0.940800 12830
20 0.910056 0.820344 0.862875 6685
avg / total 0.887572 0.884427 0.884845 20169
Classification report for turbine 15, turbine category 6
precision recall f1-score support
10 0.009379 0.094118 0.017058 85
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 0.009434 0.018519 0.012500 108
15 0.015152 0.027778 0.019608 108
16 0.045455 0.166667 0.071429 108
17 0.000000 0.000000 0.000000 108
18 0.000000 0.000000 0.000000 108
19 0.903579 0.895708 0.899627 12513
20 0.912451 0.758312 0.828271 6707
avg / total 0.864428 0.809410 0.834195 20169
Classification report for turbine 15, turbine category 7
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 0.936395 0.970861 0.953317 13041
20 0.927347 0.905685 0.916388 6807
avg / total 0.918438 0.933413 0.925681 20169
Classification report for turbine 15, turbine category 8
precision recall f1-score support
10 0.027483 0.240437 0.049327 183
11 0.031564 0.078014 0.044944 282
12 0.010147 0.035714 0.015803 252
13 0.013652 0.031746 0.019093 252
14 0.021818 0.048387 0.030075 248
15 0.012903 0.018519 0.015209 216
16 0.002304 0.004630 0.003077 216
17 0.006472 0.009259 0.007619 216
18 0.021277 0.023148 0.022173 216
19 0.842369 0.728741 0.781446 11513
20 0.908913 0.635894 0.748277 6575
avg / total 0.778865 0.628588 0.692402 20169
Classification report for turbine 15, turbine category 9
precision recall f1-score support
10 0.281938 0.094721 0.141802 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 0.000000 0.000000 0.000000 108
15 0.009434 0.009259 0.009346 108
16 0.011236 0.009259 0.010152 108
17 0.000000 0.000000 0.000000 108
18 0.000000 0.000000 0.000000 108
19 0.894528 0.912741 0.903543 12377
20 0.621349 0.777568 0.690736 4761
avg / total 0.724059 0.753285 0.731880 20169
Classification report for turbine 15, turbine category 10
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 0.931514 0.970189 0.950458 12982
20 0.938779 0.905674 0.921929 6891
avg / total 0.920325 0.933908 0.926762 20169
Classification report for turbine 15, turbine category 11
precision recall f1-score support
10 0.000000 0.000000 0.000000 12
11 0.009804 0.013889 0.011494 72
12 0.019608 0.013889 0.016260 72
13 0.008547 0.013889 0.010582 72
14 0.000000 0.000000 0.000000 72
15 0.028986 0.027778 0.028369 72
16 0.011111 0.013889 0.012346 72
17 0.000000 0.000000 0.000000 72
18 0.000000 0.000000 0.000000 72
19 0.922711 0.927485 0.925092 12756
20 0.932453 0.889963 0.910713 6825
avg / total 0.899386 0.888046 0.893539 20169
Classification report for turbine 15, turbine category 12
precision recall f1-score support
19 0.951779 0.970659 0.961126 13258
20 0.941486 0.905658 0.923224 6911
avg / total 0.948252 0.948386 0.948139 20169
Classification report for turbine 15, turbine category 13
precision recall f1-score support
19 0.951779 0.970659 0.961126 13258
20 0.941486 0.905658 0.923224 6911
avg / total 0.948252 0.948386 0.948139 20169
------------------------------------------------------------------------
Classification report for turbine 15, turbine category 0
precision recall f1-score support
10.0 0.000000 0.000000 0.000000 0
11.0 0.000000 0.000000 0.000000 0
12.0 0.000000 0.000000 0.000000 0
13.0 0.000000 0.000000 0.000000 0
14.0 0.000000 0.000000 0.000000 0
15.0 0.000000 0.000000 0.000000 0
16.0 0.000000 0.000000 0.000000 0
17.0 0.000000 0.000000 0.000000 0
18.0 0.000000 0.000000 0.000000 0
19.0 0.970999 0.931238 0.950703 14921
20.0 0.927472 0.838224 0.880593 5248
avg / total 0.959673 0.907036 0.932460 20169
Classification report for turbine 15, turbine category 1
precision recall f1-score support
10 0.071429 0.071429 0.071429 84
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 0.012048 0.055556 0.019802 36
15 0.000000 0.000000 0.000000 36
16 0.007463 0.027778 0.011765 36
17 0.000000 0.000000 0.000000 36
18 0.000000 0.000000 0.000000 36
19 0.959589 0.915981 0.937278 14699
20 0.905882 0.891134 0.898448 5098
avg / total 0.928648 0.893252 0.910530 20169
Classification report for turbine 15, turbine category 2
precision recall f1-score support
19 0.970657 0.975471 0.973058 14921
20 0.929262 0.916159 0.922664 5248
avg / total 0.959886 0.960038 0.959945 20169
Classification report for turbine 15, turbine category 3
precision recall f1-score support
10 0.045455 0.266667 0.077670 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 0.953955 0.955645 0.954799 14677
20 0.916348 0.876253 0.895852 5188
avg / total 0.929937 0.921017 0.925303 20169
Classification report for turbine 15, turbine category 4
precision recall f1-score support
10 0.119298 0.136364 0.127261 748
11 0.010917 0.020576 0.014265 243
12 0.003509 0.004926 0.004098 203
13 0.003676 0.006494 0.004695 154
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 0.016949 0.013889 0.015267 144
18 0.000000 0.000000 0.000000 144
19 0.896293 0.875798 0.885927 13776
20 0.755107 0.692254 0.722316 4325
avg / total 0.778858 0.752144 0.765083 20169
Classification report for turbine 15, turbine category 5
precision recall f1-score support
10 0.133333 0.003828 0.007442 1045
11 0.087719 0.012165 0.021368 411
12 0.058824 0.008547 0.014925 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 0.882826 0.962977 0.921161 13559
20 0.710714 0.887293 0.789248 4037
avg / total 0.745131 0.825524 0.778237 20169
Classification report for turbine 15, turbine category 6
precision recall f1-score support
10 0.000000 0.000000 0.000000 133
11 0.000000 0.000000 0.000000 216
12 0.000000 0.000000 0.000000 216
13 0.040000 0.018519 0.025316 216
14 0.024390 0.009259 0.013423 216
15 0.000000 0.000000 0.000000 216
16 0.014706 0.004630 0.007042 216
17 0.009259 0.004695 0.006231 213
18 0.012579 0.011111 0.011799 180
19 0.880205 0.940229 0.909227 13535
20 0.852315 0.807149 0.829117 4812
avg / total 0.795093 0.824037 0.808639 20169
Classification report for turbine 15, turbine category 7
precision recall f1-score support
10.0 0.000000 0.000000 0.000000 0
11.0 0.000000 0.000000 0.000000 0
12.0 0.000000 0.000000 0.000000 0
13.0 0.000000 0.000000 0.000000 0
14.0 0.000000 0.000000 0.000000 0
15.0 0.000000 0.000000 0.000000 0
17.0 0.000000 0.000000 0.000000 0
18.0 0.000000 0.000000 0.000000 0
19.0 0.970507 0.965954 0.968225 14921
20.0 0.929389 0.912919 0.921080 5248
avg / total 0.959808 0.952154 0.955958 20169
Classification report for turbine 15, turbine category 8
precision recall f1-score support
10 0.338462 0.200547 0.251860 1097
11 0.092224 0.046618 0.061931 1094
12 0.055800 0.042175 0.048040 901
13 0.055846 0.046310 0.050633 691
14 0.040067 0.040747 0.040404 589
15 0.019851 0.015779 0.017582 507
16 0.028986 0.021368 0.024600 468
17 0.014706 0.011390 0.012837 439
18 0.003165 0.002315 0.002674 432
19 0.707208 0.783496 0.743400 10531
20 0.620238 0.733041 0.671938 3420
avg / total 0.504979 0.552680 0.525564 20169
Classification report for turbine 15, turbine category 9
precision recall f1-score support
10 0.003597 0.105263 0.006957 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 0.966578 0.902413 0.933394 14838
20 0.896923 0.812301 0.852517 5024
avg / total 0.934518 0.866330 0.899047 20169
Classification report for turbine 15, turbine category 10
precision recall f1-score support
10.0 0.000000 0.000000 0.000000 0
11.0 0.000000 0.000000 0.000000 0
12.0 0.000000 0.000000 0.000000 0
13.0 0.000000 0.000000 0.000000 0
14.0 0.000000 0.000000 0.000000 0
15.0 0.000000 0.000000 0.000000 0
16.0 0.000000 0.000000 0.000000 0
17.0 0.000000 0.000000 0.000000 0
18.0 0.000000 0.000000 0.000000 0
19.0 0.970523 0.968702 0.969612 14921
20.0 0.929332 0.914634 0.921925 5248
avg / total 0.959805 0.954633 0.957203 20169
Classification report for turbine 15, turbine category 11
precision recall f1-score support
10.0 0.000000 0.000000 0.000000 0
11.0 0.000000 0.000000 0.000000 0
12.0 0.000000 0.000000 0.000000 0
13.0 0.000000 0.000000 0.000000 0
14.0 0.000000 0.000000 0.000000 0
15.0 0.000000 0.000000 0.000000 0
16.0 0.000000 0.000000 0.000000 0
17.0 0.000000 0.000000 0.000000 0
18.0 0.000000 0.000000 0.000000 0
19.0 0.972804 0.937337 0.954741 14921
20.0 0.930075 0.892149 0.910718 5248
avg / total 0.961686 0.925579 0.943286 20169
Classification report for turbine 15, turbine category 12
precision recall f1-score support
19 0.970657 0.975471 0.973058 14921
20 0.929262 0.916159 0.922664 5248
avg / total 0.959886 0.960038 0.959945 20169
Classification report for turbine 15, turbine category 13
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 0.951917 0.975067 0.963353 14639
20 0.924816 0.916140 0.920458 5223
avg / total 0.930410 0.944965 0.937581 20169
------------------------------------------------------------------------
Classification report for turbine 15, turbine category 0
precision recall f1-score support
10 0.141343 0.201005 0.165975 199
11 0.000000 0.000000 0.000000 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 0.021277 0.009259 0.012903 108
16 0.000000 0.000000 0.000000 108
17 0.025641 0.009259 0.013605 108
18 0.000000 0.000000 0.000000 108
19 0.943239 0.957089 0.950113 15800
20 0.845762 0.857056 0.851372 3295
avg / total 0.878732 0.891864 0.885168 20169
Classification report for turbine 15, turbine category 1
precision recall f1-score support
10 0.038168 0.034247 0.036101 146
11 0.000000 0.000000 0.000000 118
12 0.012195 0.009259 0.010526 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 0.937221 0.936922 0.937071 15679
20 0.892282 0.909510 0.900813 3470
avg / total 0.882433 0.885121 0.883761 20169
Classification report for turbine 15, turbine category 2
precision recall f1-score support
19 0.988407 0.984344 0.986371 16543
20 0.929886 0.947325 0.938525 3626
avg / total 0.977886 0.977689 0.977769 20169
Classification report for turbine 15, turbine category 3
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 0.972338 0.963375 0.967836 16273
20 0.924923 0.921580 0.923248 3596
avg / total 0.949421 0.941594 0.945490 20169
Classification report for turbine 15, turbine category 4
precision recall f1-score support
10 0.110912 0.084932 0.096199 730
11 0.013298 0.011574 0.012376 432
12 0.046569 0.043981 0.045238 432
13 0.013636 0.006944 0.009202 432
14 0.003731 0.002404 0.002924 416
15 0.014837 0.012788 0.013736 391
16 0.017241 0.008333 0.011236 360
17 0.000000 0.000000 0.000000 360
18 0.014493 0.005556 0.008032 360
19 0.826429 0.879691 0.852229 13856
20 0.617551 0.712500 0.661637 2400
avg / total 0.647757 0.694085 0.669791 20169
Classification report for turbine 15, turbine category 5
precision recall f1-score support
10 0.004695 0.002525 0.003284 396
11 0.007752 0.006061 0.006803 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 0.010870 0.013889 0.012195 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 0.941652 0.953363 0.947471 15760
20 0.816450 0.831025 0.823673 3249
avg / total 0.867520 0.878973 0.873200 20169
Classification report for turbine 15, turbine category 6
precision recall f1-score support
10 0.058219 0.062271 0.060177 273
11 0.082090 0.025463 0.038869 432
12 0.007143 0.002315 0.003497 432
13 0.021277 0.006944 0.010471 432
14 0.012579 0.004808 0.006957 416
15 0.000000 0.000000 0.000000 396
16 0.000000 0.000000 0.000000 396
17 0.000000 0.000000 0.000000 396
18 0.012605 0.007614 0.009494 394
19 0.828814 0.928448 0.875806 13892
20 0.678696 0.791144 0.730619 2710
avg / total 0.665724 0.747633 0.703682 20169
Classification report for turbine 15, turbine category 7
precision recall f1-score support
11.0 0.000000 0.000000 0.000000 0
12.0 0.000000 0.000000 0.000000 0
13.0 0.000000 0.000000 0.000000 0
14.0 0.000000 0.000000 0.000000 0
15.0 0.000000 0.000000 0.000000 0
16.0 0.000000 0.000000 0.000000 0
17.0 0.000000 0.000000 0.000000 0
18.0 0.000000 0.000000 0.000000 0
19.0 0.988746 0.982470 0.985598 16543
20.0 0.929791 0.945946 0.937799 3626
avg / total 0.978147 0.975904 0.977004 20169
Classification report for turbine 15, turbine category 8
precision recall f1-score support
10 0.510983 0.361111 0.423169 1224
11 0.095933 0.084018 0.089581 1095
12 0.060197 0.058264 0.059215 841
13 0.061360 0.052186 0.056402 709
14 0.033389 0.030488 0.031873 656
15 0.023707 0.017974 0.020446 612
16 0.057471 0.045290 0.050659 552
17 0.030769 0.023033 0.026345 521
18 0.014286 0.008065 0.010309 496
19 0.681571 0.741202 0.710137 11167
20 0.657875 0.749564 0.700733 2296
avg / total 0.497668 0.530021 0.511926 20169
Classification report for turbine 15, turbine category 9
precision recall f1-score support
10 0.027304 0.080000 0.040712 100
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 0.046154 0.083333 0.059406 72
15 0.007407 0.013889 0.009662 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 0.955757 0.928201 0.941777 15989
20 0.898074 0.865011 0.881233 3504
avg / total 0.914029 0.886856 0.900142 20169
Classification report for turbine 15, turbine category 10
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 0.970001 0.981649 0.975790 16239
20 0.856524 0.947305 0.899630 3340
avg / total 0.922834 0.947246 0.934634 20169
Classification report for turbine 15, turbine category 11
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 0.972302 0.955867 0.964015 16269
20 0.925813 0.924016 0.924913 3606
avg / total 0.949817 0.936239 0.942971 20169
Classification report for turbine 15, turbine category 12
precision recall f1-score support
19 0.988407 0.984344 0.986371 16543
20 0.929886 0.947325 0.938525 3626
avg / total 0.977886 0.977689 0.977769 20169
Classification report for turbine 15, turbine category 13
precision recall f1-score support
10.0 0.000000 0.000000 0.000000 0
12.0 0.000000 0.000000 0.000000 0
13.0 0.000000 0.000000 0.000000 0
14.0 0.000000 0.000000 0.000000 0
15.0 0.000000 0.000000 0.000000 0
16.0 0.000000 0.000000 0.000000 0
17.0 0.000000 0.000000 0.000000 0
18.0 0.000000 0.000000 0.000000 0
19.0 0.988452 0.983074 0.985756 16543
20.0 0.929677 0.944291 0.936927 3626
avg / total 0.977885 0.976102 0.976977 20169
------------------------------------------------------------------------
Classification report for turbine 16, turbine category 0
precision recall f1-score support
19 0.937470 0.977265 0.956954 18210
20 0.851240 0.666198 0.747437 3556
avg / total 0.923383 0.926445 0.922724 21766
Classification report for turbine 16, turbine category 1
precision recall f1-score support
19 0.937470 0.977265 0.956954 18210
20 0.851240 0.666198 0.747437 3556
avg / total 0.923383 0.926445 0.922724 21766
Classification report for turbine 16, turbine category 2
precision recall f1-score support
19 0.937470 0.977265 0.956954 18210
20 0.851240 0.666198 0.747437 3556
avg / total 0.923383 0.926445 0.922724 21766
Classification report for turbine 16, turbine category 3
precision recall f1-score support
19 0.937470 0.977265 0.956954 18210
20 0.851240 0.666198 0.747437 3556
avg / total 0.923383 0.926445 0.922724 21766
Classification report for turbine 16, turbine category 4
precision recall f1-score support
11.0 0.000000 0.000000 0.000000 0
14.0 0.000000 0.000000 0.000000 0
15.0 0.000000 0.000000 0.000000 0
17.0 0.000000 0.000000 0.000000 0
18.0 0.000000 0.000000 0.000000 0
19.0 0.937391 0.975947 0.956281 18210
20.0 0.847181 0.642295 0.730646 3556
avg / total 0.922653 0.921437 0.919418 21766
Classification report for turbine 16, turbine category 5
precision recall f1-score support
19 0.937470 0.977265 0.956954 18210
20 0.851240 0.666198 0.747437 3556
avg / total 0.923383 0.926445 0.922724 21766
Classification report for turbine 16, turbine category 6
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 0.012658 0.111111 0.022727 36
18 0.000000 0.000000 0.000000 36
19 0.922084 0.952692 0.937138 17925
20 0.886416 0.538743 0.670172 3549
avg / total 0.903919 0.872599 0.881074 21766
Classification report for turbine 16, turbine category 7
precision recall f1-score support
19 0.937470 0.977265 0.956954 18210
20 0.851240 0.666198 0.747437 3556
avg / total 0.923383 0.926445 0.922724 21766
Classification report for turbine 16, turbine category 8
precision recall f1-score support
10 0.070175 0.007105 0.012903 563
11 0.005051 0.006944 0.005848 144
12 0.005848 0.006944 0.006349 144
13 0.004348 0.006944 0.005348 144
14 0.006452 0.006944 0.006689 144
15 0.005587 0.006944 0.006192 144
16 0.011173 0.013889 0.012384 144
17 0.008696 0.006944 0.007722 144
18 0.000000 0.000000 0.000000 144
19 0.862288 0.904867 0.883064 16829
20 0.760029 0.640906 0.695403 3222
avg / total 0.781336 0.795047 0.786374 21766
Classification report for turbine 16, turbine category 9
precision recall f1-score support
10 0.851240 0.641611 0.731707 2408
11 0.062992 0.012365 0.020672 647
12 0.044444 0.009917 0.016216 605
13 0.000000 0.000000 0.000000 576
14 0.012346 0.003663 0.005650 546
15 0.028090 0.009785 0.014514 511
16 0.011364 0.003968 0.005882 504
17 0.042424 0.013889 0.020927 504
18 0.006135 0.004739 0.005348 422
19 0.712408 0.908476 0.798583 13898
20 0.340025 0.236681 0.279094 1145
avg / total 0.572388 0.664982 0.607814 21766
Classification report for turbine 16, turbine category 10
precision recall f1-score support
19 0.937470 0.977265 0.956954 18210
20 0.851240 0.666198 0.747437 3556
avg / total 0.923383 0.926445 0.922724 21766
Classification report for turbine 16, turbine category 11
precision recall f1-score support
10 0.000000 0.000000 0.000000 45
11 0.064516 0.007937 0.014134 252
12 0.063953 0.043651 0.051887 252
13 0.000000 0.000000 0.000000 252
14 0.000000 0.000000 0.000000 252
15 0.037037 0.003968 0.007168 252
16 0.066667 0.007937 0.014184 252
17 0.057143 0.007937 0.013937 252
18 0.000000 0.000000 0.000000 236
19 0.846070 0.950620 0.895303 16363
20 0.833092 0.686718 0.752857 3358
avg / total 0.767926 0.821419 0.790383 21766
Classification report for turbine 16, turbine category 12
precision recall f1-score support
19 0.937470 0.977265 0.956954 18210
20 0.851240 0.666198 0.747437 3556
avg / total 0.923383 0.926445 0.922724 21766
Classification report for turbine 16, turbine category 13
precision recall f1-score support
19 0.937470 0.977265 0.956954 18210
20 0.851240 0.666198 0.747437 3556
avg / total 0.923383 0.926445 0.922724 21766
------------------------------------------------------------------------
Classification report for turbine 16, turbine category 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 0.881028 0.981162 0.928403 17465
20 0.722366 0.721121 0.721743 2320
avg / total 0.783931 0.864146 0.821878 21766
Classification report for turbine 16, turbine category 1
precision recall f1-score support
19 0.959023 0.980962 0.969869 19015
20 0.843696 0.710287 0.771265 2751
avg / total 0.944447 0.946752 0.944767 21766
Classification report for turbine 16, turbine category 2
precision recall f1-score support
19 0.959023 0.980962 0.969869 19015
20 0.843696 0.710287 0.771265 2751
avg / total 0.944447 0.946752 0.944767 21766
Classification report for turbine 16, turbine category 3
precision recall f1-score support
19 0.959023 0.980962 0.969869 19015
20 0.843696 0.710287 0.771265 2751
avg / total 0.944447 0.946752 0.944767 21766
Classification report for turbine 16, turbine category 4
precision recall f1-score support
10.0 0.000000 0.000000 0.000000 0
11.0 0.000000 0.000000 0.000000 0
14.0 0.000000 0.000000 0.000000 0
15.0 0.000000 0.000000 0.000000 0
17.0 0.000000 0.000000 0.000000 0
18.0 0.000000 0.000000 0.000000 0
19.0 0.958930 0.978648 0.968689 19015
20.0 0.842795 0.701563 0.765721 2751
avg / total 0.944252 0.943628 0.943036 21766
Classification report for turbine 16, turbine category 5
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 0.946427 0.981341 0.963568 18758
20 0.800950 0.704520 0.749646 2633
avg / total 0.912523 0.930947 0.921089 21766
Classification report for turbine 16, turbine category 6
precision recall f1-score support
10.0 0.000000 0.000000 0.000000 0
11.0 0.000000 0.000000 0.000000 0
12.0 0.000000 0.000000 0.000000 0
13.0 0.000000 0.000000 0.000000 0
14.0 0.000000 0.000000 0.000000 0
15.0 0.000000 0.000000 0.000000 0
16.0 0.000000 0.000000 0.000000 0
17.0 0.000000 0.000000 0.000000 0
18.0 0.000000 0.000000 0.000000 0
19.0 0.958583 0.967657 0.963099 19015
20.0 0.842421 0.662668 0.741811 2751
avg / total 0.943901 0.929110 0.935130 21766
Classification report for turbine 16, turbine category 7
precision recall f1-score support
19 0.959023 0.980962 0.969869 19015
20 0.843696 0.710287 0.771265 2751
avg / total 0.944447 0.946752 0.944767 21766
Classification report for turbine 16, turbine category 8
precision recall f1-score support
10 0.123377 0.084444 0.100264 450
11 0.005291 0.004484 0.004854 223
12 0.010050 0.009259 0.009639 216
13 0.008065 0.009259 0.008621 216
14 0.009901 0.004630 0.006309 216
15 0.000000 0.000000 0.000000 216
16 0.039216 0.027778 0.032520 216
17 0.022523 0.023148 0.022831 216
18 0.000000 0.000000 0.000000 216
19 0.868869 0.909286 0.888618 17241
20 0.738142 0.638462 0.684693 2340
avg / total 0.771088 0.791418 0.780406 21766
Classification report for turbine 16, turbine category 9
precision recall f1-score support
10 0.499752 0.703911 0.584517 1432
11 0.020238 0.026034 0.022773 653
12 0.025000 0.019608 0.021978 612
13 0.019078 0.019608 0.019339 612
14 0.024206 0.026144 0.025137 612
15 0.018836 0.019031 0.018933 578
16 0.027723 0.024306 0.025902 576
17 0.013021 0.009276 0.010834 539
18 0.027431 0.023504 0.025316 468
19 0.746004 0.752798 0.749386 14385
20 0.524700 0.302540 0.383789 1299
avg / total 0.561896 0.566388 0.561177 21766
Classification report for turbine 16, turbine category 10
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 0.947044 0.980726 0.963591 18782
20 0.818653 0.704309 0.757188 2692
avg / total 0.918459 0.933382 0.925136 21766
Classification report for turbine 16, turbine category 11
precision recall f1-score support
10 0.000000 0.000000 0.000000 20
11 0.015075 0.027778 0.019544 108
12 0.005952 0.009259 0.007246 108
13 0.006329 0.009259 0.007519 108
14 0.000000 0.000000 0.000000 108
15 0.006944 0.009259 0.007937 108
16 0.008333 0.009259 0.008772 108
17 0.000000 0.000000 0.000000 108
18 0.000000 0.000000 0.000000 108
19 0.923348 0.934706 0.928992 18210
20 0.836512 0.689371 0.755847 2672
avg / total 0.875399 0.866948 0.870260 21766
Classification report for turbine 16, turbine category 12
precision recall f1-score support
19 0.959023 0.980962 0.969869 19015
20 0.843696 0.710287 0.771265 2751
avg / total 0.944447 0.946752 0.944767 21766
Classification report for turbine 16, turbine category 13
precision recall f1-score support
19 0.959023 0.980962 0.969869 19015
20 0.843696 0.710287 0.771265 2751
avg / total 0.944447 0.946752 0.944767 21766
------------------------------------------------------------------------
Classification report for turbine 16, turbine category 0
precision recall f1-score support
10.0 0.000000 0.000000 0.000000 0
11.0 0.000000 0.000000 0.000000 0
12.0 0.000000 0.000000 0.000000 0
13.0 0.000000 0.000000 0.000000 0
14.0 0.000000 0.000000 0.000000 0
15.0 0.000000 0.000000 0.000000 0
16.0 0.000000 0.000000 0.000000 0
17.0 0.000000 0.000000 0.000000 0
18.0 0.000000 0.000000 0.000000 0
19.0 0.867710 0.882860 0.875219 8477
20.0 0.958961 0.886222 0.921158 13289
avg / total 0.923422 0.884912 0.903266 21766
Classification report for turbine 16, turbine category 1
precision recall f1-score support
19 0.873787 0.935119 0.903413 8477
20 0.956672 0.913839 0.934765 13289
avg / total 0.924392 0.922126 0.922555 21766
Classification report for turbine 16, turbine category 2
precision recall f1-score support
19 0.873787 0.935119 0.903413 8477
20 0.956672 0.913839 0.934765 13289
avg / total 0.924392 0.922126 0.922555 21766
Classification report for turbine 16, turbine category 3
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 0.873677 0.935111 0.903351 8476
20 0.932330 0.911787 0.921944 12980
avg / total 0.896211 0.907884 0.901573 21766
Classification report for turbine 16, turbine category 4
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 0.785588 0.929373 0.851453 7660
20 0.946935 0.890137 0.917658 13171
avg / total 0.849476 0.865708 0.854939 21766
Classification report for turbine 16, turbine category 5
precision recall f1-score support
10.0 0.000000 0.000000 0.000000 0
11.0 0.000000 0.000000 0.000000 0
12.0 0.000000 0.000000 0.000000 0
13.0 0.000000 0.000000 0.000000 0
14.0 0.000000 0.000000 0.000000 0
15.0 0.000000 0.000000 0.000000 0
16.0 0.000000 0.000000 0.000000 0
17.0 0.000000 0.000000 0.000000 0
18.0 0.000000 0.000000 0.000000 0
19.0 0.872772 0.924148 0.897725 8477
20.0 0.956577 0.905109 0.930132 13289
avg / total 0.923938 0.912524 0.917511 21766
Classification report for turbine 16, turbine category 6
precision recall f1-score support
10 0.042492 0.104637 0.060440 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 0.776556 0.924471 0.844082 7560
20 0.891815 0.732649 0.804435 12478
avg / total 0.782623 0.745153 0.756677 21766
Classification report for turbine 16, turbine category 7
precision recall f1-score support
19 0.873787 0.935119 0.903413 8477
20 0.956672 0.913839 0.934765 13289
avg / total 0.924392 0.922126 0.922555 21766
Classification report for turbine 16, turbine category 8
precision recall f1-score support
10 0.008994 0.070064 0.015942 157
11 0.003846 0.013889 0.006024 72
12 0.011364 0.013889 0.012500 72
13 0.000000 0.000000 0.000000 72
14 0.000000 0.000000 0.000000 72
15 0.015385 0.013889 0.014599 72
16 0.020408 0.013889 0.016529 72
17 0.000000 0.000000 0.000000 72
18 0.000000 0.000000 0.000000 72
19 0.838926 0.809407 0.823902 8185
20 0.925447 0.841532 0.881497 12848
avg / total 0.861979 0.801801 0.830432 21766
Classification report for turbine 16, turbine category 9
precision recall f1-score support
10 0.036284 0.909677 0.069785 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 0.004425 0.013889 0.006711 72
15 0.011029 0.040000 0.017291 75
16 0.008621 0.027778 0.013158 108
17 0.000000 0.000000 0.000000 108
18 0.009756 0.018519 0.012780 108
19 0.848928 0.649354 0.735849 8048
20 0.943347 0.367817 0.529269 12721
avg / total 0.865886 0.468437 0.582613 21766
Classification report for turbine 16, turbine category 10
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 0.839148 0.932181 0.883221 8154
20 0.931307 0.910319 0.920693 12957
avg / total 0.868756 0.891115 0.878949 21766
Classification report for turbine 16, turbine category 11
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 0.008368 0.111111 0.015564 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 0.849901 0.823070 0.836271 8331
20 0.949871 0.895374 0.921817 13142
avg / total 0.898834 0.855830 0.876691 21766
Classification report for turbine 16, turbine category 12
precision recall f1-score support
19 0.873787 0.935119 0.903413 8477
20 0.956672 0.913839 0.934765 13289
avg / total 0.924392 0.922126 0.922555 21766
Classification report for turbine 16, turbine category 13
precision recall f1-score support
19 0.873787 0.935119 0.903413 8477
20 0.956672 0.913839 0.934765 13289
avg / total 0.924392 0.922126 0.922555 21766
------------------------------------------------------------------------
Classification report for turbine 16, turbine category 0
precision recall f1-score support
10.0 0.000000 0.000000 0.000000 0
11.0 0.000000 0.000000 0.000000 0
12.0 0.000000 0.000000 0.000000 0
13.0 0.000000 0.000000 0.000000 0
14.0 0.000000 0.000000 0.000000 0
15.0 0.000000 0.000000 0.000000 0
16.0 0.000000 0.000000 0.000000 0
17.0 0.000000 0.000000 0.000000 0
18.0 0.000000 0.000000 0.000000 0
19.0 0.987029 0.956186 0.971363 18145
20.0 0.928712 0.913836 0.921214 3621
avg / total 0.977328 0.949141 0.963020 21766
Classification report for turbine 16, turbine category 1
precision recall f1-score support
19 0.987298 0.985230 0.986263 18145
20 0.926756 0.936482 0.931593 3621
avg / total 0.977226 0.977120 0.977168 21766
Classification report for turbine 16, turbine category 2
precision recall f1-score support
19 0.987298 0.985230 0.986263 18145
20 0.926756 0.936482 0.931593 3621
avg / total 0.977226 0.977120 0.977168 21766
Classification report for turbine 16, turbine category 3
precision recall f1-score support
10.0 0.000000 0.000000 0.000000 0
11.0 0.000000 0.000000 0.000000 0
19.0 0.987298 0.985230 0.986263 18145
20.0 0.918068 0.829329 0.871445 3621
avg / total 0.975781 0.959294 0.967162 21766
Classification report for turbine 16, turbine category 4
precision recall f1-score support
10 0.551724 0.033195 0.062622 482
11 0.000000 0.000000 0.000000 260
12 0.004831 0.004630 0.004728 216
13 0.000000 0.000000 0.000000 159
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 39
18 0.000000 0.000000 0.000000 36
19 0.929298 0.944720 0.936946 17113
20 0.828783 0.905813 0.865587 3217
avg / total 0.865398 0.877424 0.866018 21766
Classification report for turbine 16, turbine category 5
precision recall f1-score support
10.0 0.000000 0.000000 0.000000 0
11.0 0.000000 0.000000 0.000000 0
12.0 0.000000 0.000000 0.000000 0
13.0 0.000000 0.000000 0.000000 0
14.0 0.000000 0.000000 0.000000 0
15.0 0.000000 0.000000 0.000000 0
16.0 0.000000 0.000000 0.000000 0
18.0 0.000000 0.000000 0.000000 0
19.0 0.987284 0.984183 0.985731 18145
20.0 0.926989 0.936205 0.931575 3621
avg / total 0.977254 0.976201 0.976722 21766
Classification report for turbine 16, turbine category 6
precision recall f1-score support
10 0.272059 0.751269 0.399460 197
11 0.005291 0.027778 0.008889 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 0.964941 0.950256 0.957542 17610
20 0.900314 0.819405 0.857956 3494
avg / total 0.927689 0.907195 0.916063 21766
Classification report for turbine 16, turbine category 7
precision recall f1-score support
19 0.987298 0.985230 0.986263 18145
20 0.926756 0.936482 0.931593 3621
avg / total 0.977226 0.977120 0.977168 21766
Classification report for turbine 16, turbine category 8
precision recall f1-score support
10.0 0.000000 0.000000 0.000000 0
11.0 0.000000 0.000000 0.000000 0
12.0 0.000000 0.000000 0.000000 0
13.0 0.000000 0.000000 0.000000 0
14.0 0.000000 0.000000 0.000000 0
15.0 0.000000 0.000000 0.000000 0
16.0 0.000000 0.000000 0.000000 0
17.0 0.000000 0.000000 0.000000 0
18.0 0.000000 0.000000 0.000000 0
19.0 0.986930 0.894737 0.938575 18145
20.0 0.916193 0.712510 0.801616 3621
avg / total 0.975162 0.864422 0.915790 21766
Classification report for turbine 16, turbine category 9
precision recall f1-score support
10 0.148338 0.451948 0.223363 385
11 0.011429 0.007463 0.009029 536
12 0.019851 0.015873 0.017641 504
13 0.012887 0.009921 0.011211 504
14 0.053528 0.044715 0.048726 492
15 0.010959 0.008602 0.009639 465
16 0.020295 0.026128 0.022845 421
17 0.019108 0.020930 0.019978 430
18 0.031963 0.035354 0.033573 396
19 0.783749 0.806646 0.795033 14445
20 0.852417 0.630489 0.724847 3188
avg / total 0.651445 0.639208 0.641385 21766
Classification report for turbine 16, turbine category 10
precision recall f1-score support
10.0 0.000000 0.000000 0.000000 0
11.0 0.000000 0.000000 0.000000 0
12.0 0.000000 0.000000 0.000000 0
13.0 0.000000 0.000000 0.000000 0
14.0 0.000000 0.000000 0.000000 0
15.0 0.000000 0.000000 0.000000 0
16.0 0.000000 0.000000 0.000000 0
17.0 0.000000 0.000000 0.000000 0
18.0 0.000000 0.000000 0.000000 0
19.0 0.987235 0.971838 0.979476 18145
20.0 0.925781 0.916321 0.921027 3621
avg / total 0.977012 0.962602 0.969753 21766
Classification report for turbine 16, turbine category 11
precision recall f1-score support
10 0.017544 0.055556 0.026667 18
11 0.036036 0.037037 0.036530 108
12 0.007576 0.009259 0.008333 108
13 0.004065 0.009259 0.005650 108
14 0.000000 0.000000 0.000000 108
15 0.024096 0.018519 0.020942 108
16 0.020619 0.018519 0.019512 108
17 0.000000 0.000000 0.000000 108
18 0.012500 0.009259 0.010638 108
19 0.944160 0.936417 0.940273 17316
20 0.917812 0.898262 0.907932 3568
avg / total 0.902117 0.892769 0.897396 21766
Classification report for turbine 16, turbine category 12
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 0.961341 0.985060 0.973056 17671
20 0.548237 0.903604 0.682429 2220
avg / total 0.836394 0.891896 0.859591 21766
Classification report for turbine 16, turbine category 13
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 0.951952 0.986211 0.968779 17478
20 0.908718 0.937941 0.923098 3545
avg / total 0.912415 0.944684 0.928269 21766
------------------------------------------------------------------------
Classification report for turbine 16, turbine category 0
precision recall f1-score support
10.0 0.000000 0.000000 0.000000 0
11.0 0.000000 0.000000 0.000000 0
12.0 0.000000 0.000000 0.000000 0
13.0 0.000000 0.000000 0.000000 0
14.0 0.000000 0.000000 0.000000 0
15.0 0.000000 0.000000 0.000000 0
16.0 0.000000 0.000000 0.000000 0
17.0 0.000000 0.000000 0.000000 0
18.0 0.000000 0.000000 0.000000 0
19.0 0.996728 0.966750 0.981510 21113
20.0 0.802539 0.871363 0.835536 653
avg / total 0.990902 0.963889 0.977131 21766
Classification report for turbine 16, turbine category 1
precision recall f1-score support
19 0.996720 0.993227 0.994971 21113
20 0.803301 0.894334 0.846377 653
avg / total 0.990918 0.990260 0.990513 21766
Classification report for turbine 16, turbine category 2
precision recall f1-score support
19 0.996720 0.993227 0.994971 21113
20 0.803301 0.894334 0.846377 653
avg / total 0.990918 0.990260 0.990513 21766
Classification report for turbine 16, turbine category 3
precision recall f1-score support
19 0.996720 0.993227 0.994971 21113
20 0.803301 0.894334 0.846377 653
avg / total 0.990918 0.990260 0.990513 21766
Classification report for turbine 16, turbine category 4
precision recall f1-score support
10.0 0.000000 0.000000 0.000000 0
11.0 0.000000 0.000000 0.000000 0
12.0 0.000000 0.000000 0.000000 0
13.0 0.000000 0.000000 0.000000 0
14.0 0.000000 0.000000 0.000000 0
15.0 0.000000 0.000000 0.000000 0
16.0 0.000000 0.000000 0.000000 0
17.0 0.000000 0.000000 0.000000 0
18.0 0.000000 0.000000 0.000000 0
19.0 0.996687 0.968976 0.982636 21113
20.0 0.783570 0.759571 0.771384 653
avg / total 0.990293 0.962694 0.976299 21766
Classification report for turbine 16, turbine category 5
precision recall f1-score support
10.0 0.000000 0.000000 0.000000 0
18.0 0.000000 0.000000 0.000000 0
19.0 0.996719 0.992943 0.994828 21113
20.0 0.804408 0.894334 0.846991 653
avg / total 0.990950 0.989984 0.990392 21766
Classification report for turbine 16, turbine category 6
precision recall f1-score support
10.0 0.000000 0.000000 0.000000 4
11.0 0.000000 0.000000 0.000000 36
12.0 0.000000 0.000000 0.000000 36
13.0 0.000000 0.000000 0.000000 36
14.0 0.008475 0.333333 0.016529 3
15.0 0.000000 0.000000 0.000000 0
16.0 0.000000 0.000000 0.000000 0
17.0 0.000000 0.000000 0.000000 0
18.0 0.000000 0.000000 0.000000 0
19.0 0.992103 0.957054 0.974263 21003
20.0 0.790869 0.828704 0.809344 648
avg / total 0.980871 0.948222 0.964208 21766
Classification report for turbine 16, turbine category 7
precision recall f1-score support
19 0.996720 0.993227 0.994971 21113
20 0.803301 0.894334 0.846377 653
avg / total 0.990918 0.990260 0.990513 21766
Classification report for turbine 16, turbine category 8
precision recall f1-score support
10.0 0.000000 0.000000 0.000000 0
11.0 0.000000 0.000000 0.000000 0
12.0 0.000000 0.000000 0.000000 0
13.0 0.000000 0.000000 0.000000 0
14.0 0.000000 0.000000 0.000000 0
15.0 0.000000 0.000000 0.000000 0
16.0 0.000000 0.000000 0.000000 0
17.0 0.000000 0.000000 0.000000 0
18.0 0.000000 0.000000 0.000000 0
19.0 0.996819 0.935158 0.965005 21113
20.0 0.816964 0.840735 0.828679 653
avg / total 0.991423 0.932326 0.960915 21766
Classification report for turbine 16, turbine category 9
precision recall f1-score support
10 0.632258 0.496203 0.556028 395
11 0.032154 0.031496 0.031822 635
12 0.031657 0.027778 0.029591 612
13 0.023148 0.027574 0.025168 544
14 0.014414 0.015564 0.014967 514
15 0.017510 0.017857 0.017682 504
16 0.011650 0.012048 0.011846 498
17 0.037479 0.047009 0.041706 468
18 0.022388 0.020270 0.021277 444
19 0.796433 0.784004 0.790170 16917
20 0.304965 0.548936 0.392097 235
avg / total 0.638453 0.629146 0.633215 21766
Classification report for turbine 16, turbine category 10
precision recall f1-score support
10.0 0.000000 0.000000 0.000000 0
11.0 0.000000 0.000000 0.000000 0
12.0 0.000000 0.000000 0.000000 0
13.0 0.000000 0.000000 0.000000 0
14.0 0.000000 0.000000 0.000000 0
15.0 0.000000 0.000000 0.000000 0
16.0 0.000000 0.000000 0.000000 0
17.0 0.000000 0.000000 0.000000 0
18.0 0.000000 0.000000 0.000000 0
19.0 0.996707 0.989154 0.992916 21113
20.0 0.802213 0.888208 0.843023 653
avg / total 0.990872 0.986125 0.988419 21766
Classification report for turbine 16, turbine category 11
precision recall f1-score support
10 0.000000 0.000000 0.000000 12
11 0.012270 0.027778 0.017021 72
12 0.021505 0.027778 0.024242 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 0.000000 0.000000 0.000000 72
17 0.000000 0.000000 0.000000 72
18 0.000000 0.000000 0.000000 72
19 0.971089 0.951706 0.961300 20541
20 0.800287 0.874411 0.835709 637
avg / total 0.939992 0.923964 0.931822 21766
Classification report for turbine 16, turbine category 12
precision recall f1-score support
10.0 0.000000 0.000000 0.000000 0
11.0 0.000000 0.000000 0.000000 0
12.0 0.000000 0.000000 0.000000 0
13.0 0.000000 0.000000 0.000000 0
14.0 0.000000 0.000000 0.000000 0
15.0 0.000000 0.000000 0.000000 0
16.0 0.000000 0.000000 0.000000 0
17.0 0.000000 0.000000 0.000000 0
18.0 0.000000 0.000000 0.000000 0
19.0 0.996682 0.981765 0.989167 21113
20.0 0.801953 0.880551 0.839416 653
avg / total 0.990840 0.978728 0.984675 21766
Classification report for turbine 16, turbine category 13
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 0.983184 0.977188 0.980177 20822
20 0.789398 0.856921 0.821775 643
avg / total 0.963863 0.960121 0.961943 21766
------------------------------------------------------------------------
Classification report for turbine 17, turbine category 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 0.965140 0.978430 0.971740 18591
20 0.832741 0.845045 0.838848 2775
avg / total 0.934948 0.947930 0.941394 21663
Classification report for turbine 17, turbine category 1
precision recall f1-score support
19 0.976654 0.978523 0.977588 18811
20 0.856534 0.845722 0.851094 2852
avg / total 0.960840 0.961040 0.960934 21663
Classification report for turbine 17, turbine category 2
precision recall f1-score support
19 0.976654 0.978523 0.977588 18811
20 0.856534 0.845722 0.851094 2852
avg / total 0.960840 0.961040 0.960934 21663
Classification report for turbine 17, turbine category 3
precision recall f1-score support
10 0.785714 0.164179 0.271605 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 0.960956 0.955456 0.958198 18521
20 0.817921 0.838971 0.828312 2720
avg / total 0.929137 0.923233 0.924904 21663
Classification report for turbine 17, turbine category 4
precision recall f1-score support
11.0 0.000000 0.000000 0.000000 0
12.0 0.000000 0.000000 0.000000 0
13.0 0.000000 0.000000 0.000000 0
14.0 0.000000 0.000000 0.000000 0
15.0 0.000000 0.000000 0.000000 0
16.0 0.000000 0.000000 0.000000 0
17.0 0.000000 0.000000 0.000000 0
18.0 0.000000 0.000000 0.000000 0
19.0 0.976649 0.978311 0.977479 18811
20.0 0.855360 0.816971 0.835725 2852
avg / total 0.960681 0.957070 0.958817 21663
Classification report for turbine 17, turbine category 5
precision recall f1-score support
11.0 0.000000 0.000000 0.000000 0
12.0 0.000000 0.000000 0.000000 0
13.0 0.000000 0.000000 0.000000 0
14.0 0.000000 0.000000 0.000000 0
15.0 0.000000 0.000000 0.000000 0
16.0 0.000000 0.000000 0.000000 0
17.0 0.000000 0.000000 0.000000 0
18.0 0.000000 0.000000 0.000000 0
19.0 0.976389 0.965074 0.970698 18811
20.0 0.856838 0.845722 0.851244 2852
avg / total 0.960650 0.949361 0.954972 21663
Classification report for turbine 17, turbine category 6
precision recall f1-score support
10 0.069735 0.543478 0.123609 92
11 0.015564 0.027778 0.019950 144
12 0.000000 0.000000 0.000000 144
13 0.008876 0.020833 0.012448 144
14 0.005556 0.006944 0.006173 144
15 0.000000 0.000000 0.000000 144
16 0.000000 0.000000 0.000000 144
17 0.005179 0.069444 0.009639 144
18 0.008333 0.006944 0.007576 144
19 0.924074 0.788407 0.850866 17907
20 0.744262 0.632564 0.683882 2512
avg / total 0.850744 0.728246 0.783538 21663
Classification report for turbine 17, turbine category 7
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 0.962169 0.978365 0.970200 18535
20 0.812500 0.844904 0.828385 2708
avg / total 0.924805 0.942713 0.933662 21663
Classification report for turbine 17, turbine category 8
precision recall f1-score support
10 0.004975 0.005051 0.005013 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 0.000000 0.000000 0.000000 72
17 0.006944 0.013889 0.009259 72
18 0.000000 0.000000 0.000000 72
19 0.947913 0.891233 0.918700 18296
20 0.775172 0.739298 0.756810 2593
avg / total 0.893437 0.841296 0.866574 21663
Classification report for turbine 17, turbine category 9
precision recall f1-score support
10 0.583507 0.426392 0.492728 1311
11 0.012945 0.016194 0.014388 494
12 0.038835 0.070022 0.049961 457
13 0.071672 0.340278 0.118405 432
14 0.010965 0.013661 0.012165 366
15 0.000000 0.000000 0.000000 304
16 0.001961 0.003472 0.002506 288
17 0.041783 0.104167 0.059642 288
18 0.003205 0.003472 0.003333 288
19 0.866852 0.714303 0.783219 16178
20 0.598916 0.703262 0.646908 1257
avg / total 0.720786 0.610396 0.657086 21663
Classification report for turbine 17, turbine category 10
precision recall f1-score support
19 0.976654 0.978523 0.977588 18811
20 0.856534 0.845722 0.851094 2852
avg / total 0.960840 0.961040 0.960934 21663
Classification report for turbine 17, turbine category 11
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 0.876638 0.980651 0.925732 16848
20 0.735085 0.841121 0.784537 2461
avg / total 0.765298 0.858238 0.809097 21663
Classification report for turbine 17, turbine category 12
precision recall f1-score support
19 0.976654 0.978523 0.977588 18811
20 0.856534 0.845722 0.851094 2852
avg / total 0.960840 0.961040 0.960934 21663
Classification report for turbine 17, turbine category 13
precision recall f1-score support
19 0.976654 0.978523 0.977588 18811
20 0.856534 0.845722 0.851094 2852
avg / total 0.960840 0.961040 0.960934 21663
------------------------------------------------------------------------
Classification report for turbine 17, turbine category 0
precision recall f1-score support
10 0.013889 0.005780 0.008163 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 0.895110 0.966027 0.929217 15159
20 0.892624 0.812748 0.850815 5554
avg / total 0.855330 0.884411 0.868432 21663
Classification report for turbine 17, turbine category 1
precision recall f1-score support
19 0.940002 0.973793 0.956600 15912
20 0.919483 0.828030 0.871363 5751
avg / total 0.934555 0.935097 0.933971 21663
Classification report for turbine 17, turbine category 2
precision recall f1-score support
19 0.940002 0.973793 0.956600 15912
20 0.919483 0.828030 0.871363 5751
avg / total 0.934555 0.935097 0.933971 21663
Classification report for turbine 17, turbine category 3
precision recall f1-score support
10 0.030864 0.058140 0.040323 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 0.937876 0.960662 0.949133 15888
20 0.852410 0.786694 0.818234 5396
avg / total 0.900302 0.900752 0.900082 21663
Classification report for turbine 17, turbine category 4
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 0.929327 0.972219 0.950289 15730
20 0.896559 0.803581 0.847527 5641
avg / total 0.908267 0.915201 0.910721 21663
Classification report for turbine 17, turbine category 5
precision recall f1-score support
10.0 0.000000 0.000000 0.000000 0
11.0 0.000000 0.000000 0.000000 0
12.0 0.000000 0.000000 0.000000 0
13.0 0.000000 0.000000 0.000000 0
14.0 0.000000 0.000000 0.000000 0
15.0 0.000000 0.000000 0.000000 0
16.0 0.000000 0.000000 0.000000 0
17.0 0.000000 0.000000 0.000000 0
18.0 0.000000 0.000000 0.000000 0
19.0 0.939366 0.960973 0.950047 15912
20.0 0.919170 0.824552 0.869294 5751
avg / total 0.934005 0.924756 0.928609 21663
Classification report for turbine 17, turbine category 6
precision recall f1-score support
10 0.607425 0.503655 0.550694 2599
11 0.030075 0.003813 0.006768 1049
12 0.018072 0.006842 0.009926 877
13 0.041026 0.009697 0.015686 825
14 0.021053 0.005326 0.008502 751
15 0.000000 0.000000 0.000000 618
16 0.033333 0.009921 0.015291 504
17 0.013423 0.007984 0.010013 501
18 0.000000 0.000000 0.000000 448
19 0.666117 0.876771 0.757063 10590
20 0.461807 0.637711 0.535688 2901
avg / total 0.465917 0.575867 0.510107 21663
Classification report for turbine 17, turbine category 7
precision recall f1-score support
10.0 0.000000 0.000000 0.000000 0
11.0 0.000000 0.000000 0.000000 0
12.0 0.000000 0.000000 0.000000 0
13.0 0.000000 0.000000 0.000000 0
14.0 0.000000 0.000000 0.000000 0
15.0 0.000000 0.000000 0.000000 0
16.0 0.000000 0.000000 0.000000 0
17.0 0.000000 0.000000 0.000000 0
18.0 0.000000 0.000000 0.000000 0
19.0 0.940147 0.962481 0.951183 15912
20.0 0.918734 0.792210 0.850794 5751
avg / total 0.934463 0.917278 0.924532 21663
Classification report for turbine 17, turbine category 8
precision recall f1-score support
10 0.051230 0.134409 0.074184 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 0.000000 0.000000 0.000000 72
18 0.000000 0.000000 0.000000 72
19 0.898391 0.930272 0.914054 15245
20 0.872680 0.675700 0.761661 5498
avg / total 0.854152 0.827309 0.837195 21663
Classification report for turbine 17, turbine category 9
precision recall f1-score support
10 0.433112 0.496000 0.462428 2500
11 0.041032 0.033019 0.036592 1060
12 0.020896 0.014878 0.017381 941
13 0.025316 0.032037 0.028283 874
14 0.017544 0.008883 0.011794 788
15 0.026230 0.013115 0.017486 610
16 0.108365 0.098958 0.103448 576
17 0.033962 0.015625 0.021403 576
18 0.037267 0.021858 0.027555 549
19 0.681013 0.787893 0.730565 10985
20 0.412766 0.308076 0.352819 2204
avg / total 0.447352 0.495961 0.468347 21663
Classification report for turbine 17, turbine category 10
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 0.931509 0.974117 0.952337 15763
20 0.877389 0.826332 0.851096 5499
avg / total 0.900528 0.918571 0.909009 21663
Classification report for turbine 17, turbine category 11
precision recall f1-score support
10 0.009524 0.083333 0.017094 12
11 0.007194 0.013889 0.009479 72
12 0.000000 0.000000 0.000000 72
13 0.011236 0.013889 0.012422 72
14 0.000000 0.000000 0.000000 72
15 0.005618 0.013889 0.008000 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 0.914809 0.928206 0.921459 15433
20 0.906144 0.802552 0.851208 5642
avg / total 0.887847 0.870517 0.878303 21663
Classification report for turbine 17, turbine category 12
precision recall f1-score support
19 0.940002 0.973793 0.956600 15912
20 0.919483 0.828030 0.871363 5751
avg / total 0.934555 0.935097 0.933971 21663
Classification report for turbine 17, turbine category 13
precision recall f1-score support
19 0.940002 0.973793 0.956600 15912
20 0.919483 0.828030 0.871363 5751
avg / total 0.934555 0.935097 0.933971 21663
------------------------------------------------------------------------
Classification report for turbine 17, turbine category 0
precision recall f1-score support
10 0.058000 0.130631 0.080332 222
11 0.020134 0.015306 0.017391 196
12 0.023810 0.007299 0.011173 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 0.882429 0.903338 0.892761 10635
20 0.941331 0.904343 0.922467 9900
avg / total 0.864326 0.858284 0.860901 21663
Classification report for turbine 17, turbine category 1
precision recall f1-score support
19 0.929677 0.974681 0.951647 11217
20 0.971322 0.920831 0.945403 10446
avg / total 0.949758 0.948714 0.948636 21663
Classification report for turbine 17, turbine category 2
precision recall f1-score support
19 0.929677 0.974681 0.951647 11217
20 0.971322 0.920831 0.945403 10446
avg / total 0.949758 0.948714 0.948636 21663
Classification report for turbine 17, turbine category 3
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 0.907607 0.969329 0.937453 10955
20 0.963028 0.850510 0.903279 10382
avg / total 0.920509 0.897798 0.906968 21663
Classification report for turbine 17, turbine category 4
precision recall f1-score support
12.0 0.000000 0.000000 0.000000 0
13.0 0.000000 0.000000 0.000000 0
14.0 0.000000 0.000000 0.000000 0
15.0 0.000000 0.000000 0.000000 0
16.0 0.000000 0.000000 0.000000 0
17.0 0.000000 0.000000 0.000000 0
19.0 0.929660 0.973255 0.950958 11217
20.0 0.971093 0.910109 0.939613 10446
avg / total 0.949639 0.942806 0.945487 21663
Classification report for turbine 17, turbine category 5
precision recall f1-score support
12.0 0.000000 0.000000 0.000000 0
13.0 0.000000 0.000000 0.000000 0
14.0 0.000000 0.000000 0.000000 0
15.0 0.000000 0.000000 0.000000 0
16.0 0.000000 0.000000 0.000000 0
17.0 0.000000 0.000000 0.000000 0
19.0 0.929498 0.970848 0.949723 11217
20.0 0.971420 0.920831 0.945449 10446
avg / total 0.949713 0.946729 0.947662 21663
Classification report for turbine 17, turbine category 6
precision recall f1-score support
10 0.025292 0.204604 0.045020 391
11 0.011152 0.040000 0.017442 150
12 0.005926 0.037037 0.010217 108
13 0.004255 0.009259 0.005831 108
14 0.009281 0.037037 0.014842 108
15 0.005013 0.018519 0.007890 108
16 0.004505 0.009259 0.006061 108
17 0.001449 0.009259 0.002506 108
18 0.008264 0.027778 0.012739 108
19 0.904123 0.790042 0.843242 10826
20 0.874795 0.503145 0.638850 9540
avg / total 0.837803 0.621105 0.703978 21663
Classification report for turbine 17, turbine category 7
precision recall f1-score support
10.0 0.000000 0.000000 0.000000 0
11.0 0.000000 0.000000 0.000000 0
12.0 0.000000 0.000000 0.000000 0
13.0 0.000000 0.000000 0.000000 0
14.0 0.000000 0.000000 0.000000 0
15.0 0.000000 0.000000 0.000000 0
16.0 0.000000 0.000000 0.000000 0
17.0 0.000000 0.000000 0.000000 0
18.0 0.000000 0.000000 0.000000 0
19.0 0.929316 0.969332 0.948903 11217
20.0 0.971364 0.902738 0.935794 10446
avg / total 0.949592 0.937220 0.942582 21663
Classification report for turbine 17, turbine category 8
precision recall f1-score support
10 0.024138 0.106870 0.039381 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 0.010204 0.006944 0.008264 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 0.062500 0.013889 0.022727 144
19 0.843859 0.926267 0.883145 10199
20 0.949496 0.869757 0.907879 10181
avg / total 0.844157 0.845635 0.842909 21663
Classification report for turbine 17, turbine category 9
precision recall f1-score support
10 0.158039 0.487288 0.238672 1416
11 0.013761 0.024272 0.017564 618
12 0.028269 0.034261 0.030978 467
13 0.029617 0.048991 0.036916 347
14 0.011252 0.049383 0.018328 324
15 0.009877 0.012346 0.010974 324
16 0.004444 0.003086 0.003643 324
17 0.008475 0.009259 0.008850 324
18 0.008571 0.009259 0.008902 324
19 0.719830 0.751864 0.735499 8584
20 0.808670 0.314133 0.452492 8611
avg / total 0.619123 0.458108 0.489427 21663
Classification report for turbine 17, turbine category 10
precision recall f1-score support
10.0 0.000000 0.000000 0.000000 0
11.0 0.000000 0.000000 0.000000 0
12.0 0.000000 0.000000 0.000000 0
13.0 0.000000 0.000000 0.000000 0
14.0 0.000000 0.000000 0.000000 0
15.0 0.000000 0.000000 0.000000 0
16.0 0.000000 0.000000 0.000000 0
17.0 0.000000 0.000000 0.000000 0
18.0 0.000000 0.000000 0.000000 0
19.0 0.929281 0.967638 0.948072 11217
20.0 0.973237 0.898143 0.934183 10446
avg / total 0.950476 0.934127 0.941375 21663
Classification report for turbine 17, turbine category 11
precision recall f1-score support
10 0.013986 0.181818 0.025974 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 0.000000 0.000000 0.000000 72
19 0.910651 0.917902 0.914262 10926
20 0.947802 0.896256 0.921308 10150
avg / total 0.903389 0.882980 0.892803 21663
Classification report for turbine 17, turbine category 12
precision recall f1-score support
19 0.929677 0.974681 0.951647 11217
20 0.971322 0.920831 0.945403 10446
avg / total 0.949758 0.948714 0.948636 21663
Classification report for turbine 17, turbine category 13
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 0.914456 0.975420 0.943954 11025
20 0.960416 0.920805 0.940194 10329
avg / total 0.923326 0.935466 0.928697 21663
------------------------------------------------------------------------
Classification report for turbine 17, turbine category 0
precision recall f1-score support
10 0.153846 0.046784 0.071749 342
11 0.037383 0.015326 0.021739 261
12 0.040000 0.027778 0.032787 216
13 0.000000 0.000000 0.000000 216
14 0.000000 0.000000 0.000000 216
15 0.032051 0.023148 0.026882 216
16 0.000000 0.000000 0.000000 222
17 0.083333 0.011905 0.020833 252
18 0.085714 0.023810 0.037267 252
19 0.909180 0.953876 0.930992 17453
20 0.689217 0.833416 0.754488 2017
avg / total 0.802225 0.847943 0.822977 21663
Classification report for turbine 17, turbine category 1
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 0.977381 0.981739 0.979555 18838
20 0.862094 0.932886 0.896094 2533
avg / total 0.950726 0.962794 0.956593 21663
Classification report for turbine 17, turbine category 2
precision recall f1-score support
19 0.990699 0.981980 0.986320 19090
20 0.874498 0.931597 0.902145 2573
avg / total 0.976897 0.975996 0.976322 21663
Classification report for turbine 17, turbine category 3
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 0.979498 0.966734 0.973074 18878
20 0.850718 0.903291 0.876216 2492
avg / total 0.951435 0.946360 0.948771 21663
Classification report for turbine 17, turbine category 4
precision recall f1-score support
10.0 0.000000 0.000000 0.000000 0
12.0 0.000000 0.000000 0.000000 0
13.0 0.000000 0.000000 0.000000 0
14.0 0.000000 0.000000 0.000000 0
15.0 0.000000 0.000000 0.000000 0
16.0 0.000000 0.000000 0.000000 0
17.0 0.000000 0.000000 0.000000 0
18.0 0.000000 0.000000 0.000000 0
19.0 0.990731 0.979885 0.985278 19090
20.0 0.873291 0.918772 0.895455 2573
avg / total 0.976783 0.972626 0.974610 21663
Classification report for turbine 17, turbine category 5
precision recall f1-score support
11.0 0.000000 0.000000 0.000000 0
12.0 0.000000 0.000000 0.000000 0
13.0 0.000000 0.000000 0.000000 0
14.0 0.000000 0.000000 0.000000 0
15.0 0.000000 0.000000 0.000000 0
16.0 0.000000 0.000000 0.000000 0
17.0 0.000000 0.000000 0.000000 0
18.0 0.000000 0.000000 0.000000 0
19.0 0.990648 0.976637 0.983593 19090
20.0 0.874954 0.930043 0.901658 2573
avg / total 0.976907 0.971103 0.973861 21663
Classification report for turbine 17, turbine category 6
precision recall f1-score support
10 0.177267 0.436667 0.252166 300
11 0.019185 0.029630 0.023290 270
12 0.006993 0.023256 0.010753 129
13 0.007576 0.037037 0.012579 108
14 0.006079 0.019048 0.009217 105
15 0.000000 0.000000 0.000000 108
16 0.003077 0.009259 0.004619 108
17 0.000000 0.000000 0.000000 108
18 0.012097 0.027778 0.016854 108
19 0.944821 0.844777 0.892003 18161
20 0.732673 0.582947 0.649290 2158
avg / total 0.867948 0.773300 0.816544 21663
Classification report for turbine 17, turbine category 7
precision recall f1-score support
10 0.000000 0.000000 0.000000 12
11 0.034483 0.027778 0.030769 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 0.977386 0.977386 0.977386 18838
20 0.859041 0.921615 0.889228 2526
avg / total 0.950154 0.957439 0.953667 21663
Classification report for turbine 17, turbine category 8
precision recall f1-score support
10 0.595745 0.075676 0.134293 1480
11 0.054217 0.009544 0.016231 943
12 0.032864 0.011327 0.016847 618
13 0.000000 0.000000 0.000000 505
14 0.051613 0.018519 0.027257 432
15 0.021739 0.009259 0.012987 432
16 0.000000 0.000000 0.000000 413
17 0.006211 0.002525 0.003591 396
18 0.000000 0.000000 0.000000 396
19 0.786021 0.918401 0.847070 15135
20 0.306106 0.812705 0.444711 913
avg / total 0.607635 0.682408 0.621784 21663
Classification report for turbine 17, turbine category 9
precision recall f1-score support
10 0.070189 0.500000 0.123098 178
11 0.005721 0.040323 0.010020 124
12 0.005122 0.037037 0.008999 108
13 0.004751 0.037037 0.008421 108
14 0.014257 0.064815 0.023372 108
15 0.001880 0.009259 0.003125 108
16 0.006711 0.030303 0.010989 99
17 0.004454 0.027778 0.007678 72
18 0.012712 0.083333 0.022059 72
19 0.948925 0.746473 0.835612 18219
20 0.827234 0.394001 0.533773 2467
avg / total 0.893098 0.678253 0.764989 21663
Classification report for turbine 17, turbine category 10
precision recall f1-score support
10.0 0.000000 0.000000 0.000000 0
11.0 0.000000 0.000000 0.000000 0
12.0 0.000000 0.000000 0.000000 0
13.0 0.000000 0.000000 0.000000 0
14.0 0.000000 0.000000 0.000000 0
15.0 0.000000 0.000000 0.000000 0
16.0 0.000000 0.000000 0.000000 0
17.0 0.000000 0.000000 0.000000 0
19.0 0.990909 0.976375 0.983588 19090
20.0 0.874674 0.911387 0.892653 2573
avg / total 0.977103 0.968656 0.972788 21663
Classification report for turbine 17, turbine category 11
precision recall f1-score support
10 0.055556 0.076923 0.064516 13
11 0.011364 0.013889 0.012500 72
12 0.008696 0.013889 0.010695 72
13 0.000000 0.000000 0.000000 72
14 0.000000 0.000000 0.000000 72
15 0.015385 0.013889 0.014599 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 0.962455 0.950815 0.956600 18522
20 0.869565 0.885580 0.877500 2552
avg / total 0.925495 0.917463 0.921436 21663
Classification report for turbine 17, turbine category 12
precision recall f1-score support
19 0.990699 0.981980 0.986320 19090
20 0.874498 0.931597 0.902145 2573
avg / total 0.976897 0.975996 0.976322 21663
Classification report for turbine 17, turbine category 13
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 0.975204 0.979199 0.977197 18797
20 0.868624 0.926419 0.896591 2555
avg / total 0.948633 0.958916 0.953661 21663
------------------------------------------------------------------------
Classification report for turbine 17, turbine category 0
precision recall f1-score support
10 0.066038 0.084337 0.074074 83
11 0.007692 0.013889 0.009901 72
12 0.009569 0.027778 0.014235 72
13 0.007812 0.013889 0.010000 72
14 0.014286 0.013889 0.014085 72
15 0.006211 0.013889 0.008584 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 0.966715 0.940266 0.953307 18348
20 0.906480 0.900512 0.903486 2734
avg / total 0.933590 0.910631 0.921924 21663
Classification report for turbine 17, turbine category 1
precision recall f1-score support
10.0 0.000000 0.000000 0.000000 0
11.0 0.000000 0.000000 0.000000 0
12.0 0.000000 0.000000 0.000000 0
13.0 0.000000 0.000000 0.000000 0
14.0 0.000000 0.000000 0.000000 0
15.0 0.000000 0.000000 0.000000 0
16.0 0.000000 0.000000 0.000000 0
17.0 0.000000 0.000000 0.000000 0
18.0 0.000000 0.000000 0.000000 0
19.0 0.993290 0.972553 0.982812 18873
20.0 0.919612 0.951254 0.935166 2790
avg / total 0.983801 0.969810 0.976676 21663
Classification report for turbine 17, turbine category 2
precision recall f1-score support
19 0.993337 0.987442 0.990381 18873
20 0.918332 0.955197 0.936402 2790
avg / total 0.983677 0.983289 0.983429 21663
Classification report for turbine 17, turbine category 3
precision recall f1-score support
10 0.100000 0.227941 0.139013 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 0.981758 0.969182 0.975430 18658
20 0.825767 0.788672 0.806793 2560
avg / total 0.943784 0.929373 0.936337 21663
Classification report for turbine 17, turbine category 4
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 0.076923 0.009259 0.016529 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 0.950029 0.984656 0.967033 18053
20 0.862500 0.915813 0.888358 2637
avg / total 0.897087 0.932096 0.914104 21663
Classification report for turbine 17, turbine category 5
precision recall f1-score support
10 1.000000 0.001156 0.002309 865
11 0.111111 0.001217 0.002407 822
12 0.076923 0.002762 0.005333 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 0.872495 0.984741 0.925226 16580
20 0.617586 0.952660 0.749372 1880
avg / total 0.766801 0.836495 0.773437 21663
Classification report for turbine 17, turbine category 6
precision recall f1-score support
10 0.008518 0.076923 0.015337 65
11 0.017995 0.027778 0.021841 252
12 0.007692 0.007937 0.007812 252
13 0.026490 0.031746 0.028881 252
14 0.028037 0.023810 0.025751 252
15 0.023490 0.027778 0.025455 252
16 0.017241 0.015873 0.016529 252
17 0.019048 0.015873 0.017316 252
18 0.022989 0.015873 0.018779 252
19 0.898657 0.902927 0.900787 17049
20 0.802357 0.591394 0.680909 2533
avg / total 0.802991 0.781932 0.790480 21663
Classification report for turbine 17, turbine category 7
precision recall f1-score support
10.0 0.000000 0.000000 0.000000 0
11.0 0.000000 0.000000 0.000000 0
12.0 0.000000 0.000000 0.000000 0
13.0 0.000000 0.000000 0.000000 0
14.0 0.000000 0.000000 0.000000 0
15.0 0.000000 0.000000 0.000000 0
16.0 0.000000 0.000000 0.000000 0
17.0 0.000000 0.000000 0.000000 0
18.0 0.000000 0.000000 0.000000 0
19.0 0.993275 0.970434 0.981722 18873
20.0 0.918694 0.947670 0.932957 2790
avg / total 0.983670 0.967502 0.975441 21663
Classification report for turbine 17, turbine category 8
precision recall f1-score support
10 0.089245 0.142857 0.109859 273
11 0.054348 0.086420 0.066730 405
12 0.044506 0.080808 0.057399 396
13 0.053528 0.059946 0.056555 367
14 0.018648 0.022222 0.020279 360
15 0.017857 0.033333 0.023256 360
16 0.025918 0.033333 0.029162 360
17 0.034783 0.036810 0.035768 326
18 0.007519 0.009259 0.008299 324
19 0.865797 0.796506 0.829707 16256
20 0.748744 0.733005 0.740791 2236
avg / total 0.732516 0.681438 0.705588 21663
Classification report for turbine 17, turbine category 9
precision recall f1-score support
10 0.000000 0.000000 0.000000 4
11 0.003854 0.055556 0.007207 36
12 0.000000 0.000000 0.000000 36
13 0.001616 0.027778 0.003053 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 0.003390 0.027778 0.006042 36
18 0.004808 0.027778 0.008197 36
19 0.979944 0.859348 0.915692 18592
20 0.868401 0.420295 0.566440 2779
avg / total 0.952448 0.791672 0.858587 21663
Classification report for turbine 17, turbine category 10
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 0.981363 0.985520 0.983437 18647
20 0.894401 0.927600 0.910698 2721
avg / total 0.957076 0.964825 0.960909 21663
Classification report for turbine 17, turbine category 11
precision recall f1-score support
10 0.076923 0.076923 0.076923 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 0.017241 0.013889 0.015385 72
17 0.000000 0.000000 0.000000 72
18 0.000000 0.000000 0.000000 72
19 0.964026 0.961814 0.962918 18305
20 0.916550 0.944023 0.930084 2769
avg / total 0.931850 0.933481 0.932638 21663
Classification report for turbine 17, turbine category 12
precision recall f1-score support
19 0.993337 0.987442 0.990381 18873
20 0.918332 0.955197 0.936402 2790
avg / total 0.983677 0.983289 0.983429 21663
Classification report for turbine 17, turbine category 13
precision recall f1-score support
10.0 0.000000 0.000000 0.000000 0
11.0 0.000000 0.000000 0.000000 0
12.0 0.000000 0.000000 0.000000 0
13.0 0.000000 0.000000 0.000000 0
14.0 0.000000 0.000000 0.000000 0
15.0 0.000000 0.000000 0.000000 0
16.0 0.000000 0.000000 0.000000 0
17.0 0.000000 0.000000 0.000000 0
18.0 0.000000 0.000000 0.000000 0
19.0 0.993120 0.956075 0.974245 18873
20.0 0.918503 0.941219 0.929722 2790
avg / total 0.983510 0.954161 0.968511 21663
------------------------------------------------------------------------
Classification report for turbine 18, turbine category 0
precision recall f1-score support
19 0.986493 0.987208 0.986850 19309
20 0.879922 0.873974 0.876938 2071
avg / total 0.976170 0.976239 0.976203 21380
Classification report for turbine 18, turbine category 1
precision recall f1-score support
10 0.127182 0.451327 0.198444 113
11 0.000000 0.000000 0.000000 108
12 0.006309 0.018519 0.009412 108
13 0.000000 0.000000 0.000000 108
14 0.000000 0.000000 0.000000 108
15 0.010230 0.037037 0.016032 108
16 0.007463 0.009259 0.008264 108
17 0.000000 0.000000 0.000000 108
18 0.000000 0.000000 0.000000 108
19 0.941942 0.891414 0.915982 18437
20 0.855645 0.705493 0.773348 1966
avg / total 0.891756 0.836296 0.862227 21380
Classification report for turbine 18, turbine category 2
precision recall f1-score support
19 0.986493 0.987208 0.986850 19309
20 0.879922 0.873974 0.876938 2071
avg / total 0.976170 0.976239 0.976203 21380
Classification report for turbine 18, turbine category 3
precision recall f1-score support
10 0.069767 0.052174 0.059701 230
11 0.003717 0.009346 0.005319 107
12 0.000000 0.000000 0.000000 72
13 0.005435 0.013889 0.007812 72
14 0.000000 0.000000 0.000000 72
15 0.000000 0.000000 0.000000 72
16 0.004878 0.013889 0.007220 72
17 0.000000 0.000000 0.000000 72
18 0.000000 0.000000 0.000000 72
19 0.945086 0.919011 0.931866 18521
20 0.848677 0.794846 0.820880 2018
avg / total 0.899614 0.871843 0.885454 21380
Classification report for turbine 18, turbine category 4
precision recall f1-score support
10 0.672897 0.271186 0.386577 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 0.981615 0.982331 0.981973 19186
20 0.576180 0.800298 0.669994 1342
avg / total 0.933761 0.938494 0.932859 21380
Classification report for turbine 18, turbine category 5
precision recall f1-score support
10 0.000000 0.000000 0.000000 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 0.181818 0.055556 0.085106 36
17 0.857143 0.166667 0.279070 36
18 1.000000 0.027778 0.054054 36
19 0.967678 0.982740 0.975151 18888
20 0.793674 0.864793 0.827709 1886
avg / total 0.928334 0.944902 0.935209 21380
Classification report for turbine 18, turbine category 6
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 0.863717 0.978509 0.917536 16937
20 0.469616 0.792453 0.589744 1219
avg / total 0.711003 0.820346 0.760487 21380
Classification report for turbine 18, turbine category 7
precision recall f1-score support
10.0 0.000000 0.000000 0.000000 0
11.0 0.000000 0.000000 0.000000 0
12.0 0.000000 0.000000 0.000000 0
13.0 0.000000 0.000000 0.000000 0
14.0 0.000000 0.000000 0.000000 0
15.0 0.000000 0.000000 0.000000 0
16.0 0.000000 0.000000 0.000000 0
17.0 0.000000 0.000000 0.000000 0
18.0 0.000000 0.000000 0.000000 0
19.0 0.987641 0.898079 0.940733 19309
20.0 0.897450 0.781748 0.835613 2071
avg / total 0.978905 0.886810 0.930550 21380
Classification report for turbine 18, turbine category 8
precision recall f1-score support
10 0.002793 0.010989 0.004454 91
11 0.009009 0.006849 0.007782 146
12 0.005376 0.006944 0.006061 144
13 0.024390 0.013889 0.017699 144
14 0.009009 0.007463 0.008163 134
15 0.026087 0.055556 0.035503 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 0.932975 0.951123 0.941962 18250
20 0.838818 0.612555 0.708050 2039
avg / total 0.876849 0.870861 0.872049 21380
Classification report for turbine 18, turbine category 9
precision recall f1-score support
10 0.060543 0.223938 0.095316 259
11 0.002618 0.005556 0.003559 180
12 0.000000 0.000000 0.000000 121
13 0.000000 0.000000 0.000000 108
14 0.004762 0.009259 0.006289 108
15 0.000000 0.000000 0.000000 108
16 0.002494 0.009259 0.003929 108
17 0.004505 0.009259 0.006061 108
18 0.000000 0.000000 0.000000 108
19 0.936515 0.862080 0.897758 18344
20 0.691579 0.359409 0.473002 1828
avg / total 0.863474 0.773293 0.811983 21380
Classification report for turbine 18, turbine category 10
precision recall f1-score support
19 0.986493 0.987208 0.986850 19309
20 0.879922 0.873974 0.876938 2071
avg / total 0.976170 0.976239 0.976203 21380
Classification report for turbine 18, turbine category 11
precision recall f1-score support
10 0.068182 0.069767 0.068966 43
11 0.008696 0.003968 0.005450 252
12 0.053333 0.015873 0.024465 252
13 0.000000 0.000000 0.000000 252
14 0.012658 0.003968 0.006042 252
15 0.000000 0.000000 0.000000 252
16 0.093750 0.011905 0.021127 252
17 0.038462 0.015873 0.022472 252
18 0.019481 0.011905 0.014778 252
19 0.886198 0.952219 0.918023 17329
20 0.867092 0.887550 0.877202 1992
avg / total 0.801878 0.855379 0.827060 21380
Classification report for turbine 18, turbine category 12
precision recall f1-score support
19 0.986493 0.987208 0.986850 19309
20 0.879922 0.873974 0.876938 2071
avg / total 0.976170 0.976239 0.976203 21380
Classification report for turbine 18, turbine category 13
precision recall f1-score support
19 0.986493 0.987208 0.986850 19309
20 0.879922 0.873974 0.876938 2071
avg / total 0.976170 0.976239 0.976203 21380
------------------------------------------------------------------------
Classification report for turbine 18, turbine category 0
precision recall f1-score support
19 0.991482 0.982420 0.986930 20023
20 0.771429 0.875461 0.820159 1357
avg / total 0.977515 0.975631 0.976345 21380
Classification report for turbine 18, turbine category 1
precision recall f1-score support
10 0.011858 0.030612 0.017094 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 0.012821 0.013889 0.013333 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 0.960270 0.911614 0.935310 19381
20 0.769012 0.816604 0.792094 1325
avg / total 0.918242 0.877175 0.897072 21380
Classification report for turbine 18, turbine category 2
precision recall f1-score support
19 0.991482 0.982420 0.986930 20023
20 0.771429 0.875461 0.820159 1357
avg / total 0.977515 0.975631 0.976345 21380
Classification report for turbine 18, turbine category 3
precision recall f1-score support
10 0.201923 0.375000 0.262500 112
11 0.004902 0.013889 0.007246 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 0.962639 0.921389 0.941563 19463
20 0.685226 0.751017 0.716615 1229
avg / total 0.916789 0.883957 0.899732 21380
Classification report for turbine 18, turbine category 4
precision recall f1-score support
10.0 0.000000 0.000000 0.000000 0
11.0 0.000000 0.000000 0.000000 0
12.0 0.000000 0.000000 0.000000 0
13.0 0.000000 0.000000 0.000000 0
14.0 0.000000 0.000000 0.000000 0
15.0 0.000000 0.000000 0.000000 0
16.0 0.000000 0.000000 0.000000 0
17.0 0.000000 0.000000 0.000000 0
18.0 0.000000 0.000000 0.000000 0
19.0 0.991176 0.931229 0.960268 20023
20.0 0.800450 0.786293 0.793309 1357
avg / total 0.979070 0.922030 0.949671 21380
Classification report for turbine 18, turbine category 5
precision recall f1-score support
10.0 0.000000 0.000000 0.000000 0
11.0 0.000000 0.000000 0.000000 0
12.0 0.000000 0.000000 0.000000 0
13.0 0.000000 0.000000 0.000000 0
14.0 0.000000 0.000000 0.000000 0
15.0 0.000000 0.000000 0.000000 0
16.0 0.000000 0.000000 0.000000 0
18.0 0.000000 0.000000 0.000000 0
19.0 0.991376 0.970284 0.980717 20023
20.0 0.769598 0.831982 0.799575 1357
avg / total 0.977300 0.961506 0.969220 21380
Classification report for turbine 18, turbine category 6
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 0.977763 0.955669 0.966590 19738
20 0.766575 0.822222 0.793424 1350
avg / total 0.951074 0.934191 0.942454 21380
Classification report for turbine 18, turbine category 7
precision recall f1-score support
10.0 0.000000 0.000000 0.000000 0
11.0 0.000000 0.000000 0.000000 0
12.0 0.000000 0.000000 0.000000 0
13.0 0.000000 0.000000 0.000000 0
14.0 0.000000 0.000000 0.000000 0
15.0 0.000000 0.000000 0.000000 0
16.0 0.000000 0.000000 0.000000 0
17.0 0.000000 0.000000 0.000000 0
18.0 0.000000 0.000000 0.000000 0
19.0 0.992370 0.954902 0.973276 20023
20.0 0.785523 0.863670 0.822745 1357
avg / total 0.979242 0.949111 0.963721 21380
Classification report for turbine 18, turbine category 8
precision recall f1-score support
10 0.000000 0.000000 0.000000 16
11 0.010753 0.006944 0.008439 144
12 0.000000 0.000000 0.000000 144
13 0.000000 0.000000 0.000000 144
14 0.016260 0.013889 0.014981 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 0.931938 0.906114 0.918845 18874
20 0.774590 0.847534 0.809422 1338
avg / total 0.871361 0.853087 0.861958 21380
Classification report for turbine 18, turbine category 9
precision recall f1-score support
10 0.011127 0.079208 0.019512 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 0.007042 0.018519 0.010204 108
15 0.000000 0.000000 0.000000 108
16 0.000000 0.000000 0.000000 108
17 0.005000 0.009259 0.006494 108
18 0.007042 0.009259 0.008000 108
19 0.946485 0.871081 0.907219 19167
20 0.563291 0.357143 0.437132 1246
avg / total 0.881493 0.802292 0.839007 21380
Classification report for turbine 18, turbine category 10
precision recall f1-score support
19 0.991482 0.982420 0.986930 20023
20 0.771429 0.875461 0.820159 1357
avg / total 0.977515 0.975631 0.976345 21380
Classification report for turbine 18, turbine category 11
precision recall f1-score support
10 0.054795 0.307692 0.093023 13
11 0.012739 0.027778 0.017467 72
12 0.000000 0.000000 0.000000 72
13 0.017699 0.027778 0.021622 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 0.016575 0.041667 0.023715 72
18 0.000000 0.000000 0.000000 72
19 0.963631 0.923931 0.943364 19443
20 0.773826 0.855341 0.812544 1348
avg / total 0.925308 0.894668 0.909395 21380
Classification report for turbine 18, turbine category 12
precision recall f1-score support
19 0.991482 0.982420 0.986930 20023
20 0.771429 0.875461 0.820159 1357
avg / total 0.977515 0.975631 0.976345 21380
Classification report for turbine 18, turbine category 13
precision recall f1-score support
19 0.991482 0.982420 0.986930 20023
20 0.771429 0.875461 0.820159 1357
avg / total 0.977515 0.975631 0.976345 21380
------------------------------------------------------------------------
Classification report for turbine 18, turbine category 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 0.882153 0.987882 0.932029 16587
20 0.872014 0.795706 0.832114 3074
avg / total 0.809769 0.880823 0.842726 21380
Classification report for turbine 18, turbine category 1
precision recall f1-score support
10 0.009595 0.281250 0.018557 32
11 0.000000 0.000000 0.000000 108
12 0.016393 0.018519 0.017391 108
13 0.007519 0.009259 0.008299 108
14 0.007299 0.009259 0.008163 108
15 0.009174 0.009259 0.009217 108
16 0.000000 0.000000 0.000000 108
17 0.007752 0.009259 0.008439 108
18 0.000000 0.000000 0.000000 108
19 0.920963 0.927629 0.924284 17272
20 0.887042 0.564757 0.690127 3212
avg / total 0.877529 0.834939 0.850658 21380
Classification report for turbine 18, turbine category 2
precision recall f1-score support
19 0.963176 0.986545 0.974721 18135
20 0.913012 0.789214 0.846612 3245
avg / total 0.955563 0.956595 0.955277 21380
Classification report for turbine 18, turbine category 3
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 0.947667 0.962368 0.954961 17857
20 0.900196 0.709508 0.793557 3229
avg / total 0.927466 0.910945 0.917453 21380
Classification report for turbine 18, turbine category 4
precision recall f1-score support
10 0.002242 0.058824 0.004320 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 0.946962 0.969104 0.957905 17834
20 0.887350 0.595969 0.713040 3225
avg / total 0.923754 0.898316 0.906591 21380
Classification report for turbine 18, turbine category 5
precision recall f1-score support
10.0 0.000000 0.000000 0.000000 0
11.0 0.000000 0.000000 0.000000 0
12.0 0.000000 0.000000 0.000000 0
13.0 0.000000 0.000000 0.000000 0
14.0 0.000000 0.000000 0.000000 0
16.0 0.000000 0.000000 0.000000 0
18.0 0.000000 0.000000 0.000000 0
19.0 0.963041 0.981362 0.972115 18135
20.0 0.908989 0.747920 0.820626 3245
avg / total 0.954837 0.945931 0.949123 21380
Classification report for turbine 18, turbine category 6
precision recall f1-score support
10 0.033898 0.243902 0.059524 41
11 0.000000 0.000000 0.000000 72
12 0.014815 0.027778 0.019324 72
13 0.000000 0.000000 0.000000 72
14 0.000000 0.000000 0.000000 72
15 0.008333 0.013889 0.010417 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 0.934003 0.958127 0.945911 17577
20 0.887952 0.693974 0.779070 3186
avg / total 0.900329 0.891721 0.893965 21380
Classification report for turbine 18, turbine category 7
precision recall f1-score support
10.0 0.000000 0.000000 0.000000 0
11.0 0.000000 0.000000 0.000000 0
12.0 0.000000 0.000000 0.000000 0
13.0 0.000000 0.000000 0.000000 0
14.0 0.000000 0.000000 0.000000 0
15.0 0.000000 0.000000 0.000000 0
16.0 0.000000 0.000000 0.000000 0
17.0 0.000000 0.000000 0.000000 0
18.0 0.000000 0.000000 0.000000 0
19.0 0.965483 0.963992 0.964737 18135
20.0 0.899362 0.608629 0.725969 3245
avg / total 0.955447 0.910056 0.928498 21380
Classification report for turbine 18, turbine category 8
precision recall f1-score support
10 0.000000 0.000000 0.000000 19
11 0.020202 0.013889 0.016461 144
12 0.014493 0.020833 0.017094 144
13 0.000000 0.000000 0.000000 167
14 0.000000 0.000000 0.000000 180
15 0.007634 0.005556 0.006431 180
16 0.000000 0.000000 0.000000 180
17 0.000000 0.000000 0.000000 180
18 0.004132 0.005556 0.004739 180
19 0.900424 0.926066 0.913065 16961
20 0.878726 0.706732 0.783400 3045
avg / total 0.839800 0.835641 0.836239 21380
Classification report for turbine 18, turbine category 9
precision recall f1-score support
10 0.000000 0.000000 0.000000 21
11 0.000000 0.000000 0.000000 36
12 0.005882 0.027778 0.009709 36
13 0.000000 0.000000 0.000000 36
14 0.000000 0.000000 0.000000 36
15 0.018018 0.055556 0.027211 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 0.952543 0.920652 0.936326 17921
20 0.904990 0.719683 0.801768 3150
avg / total 0.931810 0.877877 0.903031 21380
Classification report for turbine 18, turbine category 10
precision recall f1-score support
19 0.963176 0.986545 0.974721 18135
20 0.913012 0.789214 0.846612 3245
avg / total 0.955563 0.956595 0.955277 21380
Classification report for turbine 18, turbine category 11
precision recall f1-score support
10 0.018519 0.055556 0.027778 18
11 0.011050 0.018519 0.013841 108
12 0.012903 0.018519 0.015209 108
13 0.005917 0.009259 0.007220 108
14 0.000000 0.000000 0.000000 108
15 0.006098 0.009259 0.007353 108
16 0.013158 0.018519 0.015385 108
17 0.000000 0.000000 0.000000 108
18 0.000000 0.000000 0.000000 108
19 0.921051 0.919720 0.920385 17302
20 0.912675 0.775031 0.838240 3196
avg / total 0.882066 0.860571 0.870458 21380
Classification report for turbine 18, turbine category 12
precision recall f1-score support
19 0.963176 0.986545 0.974721 18135
20 0.913012 0.789214 0.846612 3245
avg / total 0.955563 0.956595 0.955277 21380
Classification report for turbine 18, turbine category 13
precision recall f1-score support
19 0.963176 0.986545 0.974721 18135
20 0.913012 0.789214 0.846612 3245
avg / total 0.955563 0.956595 0.955277 21380
------------------------------------------------------------------------
Classification report for turbine 18, turbine category 0
precision recall f1-score support
10.0 0.000000 0.000000 0.000000 0
11.0 0.000000 0.000000 0.000000 0
12.0 0.000000 0.000000 0.000000 0
13.0 0.000000 0.000000 0.000000 0
14.0 0.000000 0.000000 0.000000 0
15.0 0.000000 0.000000 0.000000 0
16.0 0.000000 0.000000 0.000000 0
17.0 0.000000 0.000000 0.000000 0
18.0 0.000000 0.000000 0.000000 0
19.0 0.990180 0.967750 0.978837 20527
20.0 0.797030 0.754982 0.775436 853
avg / total 0.982474 0.959261 0.970722 21380
Classification report for turbine 18, turbine category 1
precision recall f1-score support
10.0 0.000000 0.000000 0.000000 0
11.0 0.000000 0.000000 0.000000 0
12.0 0.000000 0.000000 0.000000 0
13.0 0.000000 0.000000 0.000000 0
14.0 0.000000 0.000000 0.000000 0
15.0 0.000000 0.000000 0.000000 0
16.0 0.000000 0.000000 0.000000 0
17.0 0.000000 0.000000 0.000000 0
18.0 0.000000 0.000000 0.000000 0
19.0 0.990033 0.933941 0.961169 20527
20.0 0.795082 0.682298 0.734385 853
avg / total 0.982255 0.923901 0.952121 21380
Classification report for turbine 18, turbine category 2
precision recall f1-score support
19 0.990175 0.991767 0.990970 20527
20 0.793902 0.763189 0.778243 853
avg / total 0.982344 0.982647 0.982483 21380
Classification report for turbine 18, turbine category 3
precision recall f1-score support
10 0.135593 0.102564 0.116788 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 0.014706 0.027778 0.019231 36
19 0.974395 0.962435 0.968378 20205
20 0.750337 0.687268 0.717419 809
avg / total 0.949756 0.935968 0.942763 21380
Classification report for turbine 18, turbine category 4
precision recall f1-score support
10 0.012195 0.045455 0.019231 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 0.971518 0.983817 0.977629 20144
20 0.745924 0.666262 0.703846 824
avg / total 0.944115 0.952666 0.948257 21380
Classification report for turbine 18, turbine category 5
precision recall f1-score support
10.0 0.000000 0.000000 0.000000 0
11.0 0.000000 0.000000 0.000000 0
12.0 0.000000 0.000000 0.000000 0
13.0 0.000000 0.000000 0.000000 0
14.0 0.000000 0.000000 0.000000 0
15.0 0.000000 0.000000 0.000000 0
17.0 0.000000 0.000000 0.000000 0
18.0 0.000000 0.000000 0.000000 0
19.0 0.990201 0.989526 0.989864 20527
20.0 0.797030 0.754982 0.775436 853
avg / total 0.982494 0.980168 0.981309 21380
Classification report for turbine 18, turbine category 6
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 0.013514 0.027778 0.018182 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 0.976573 0.957708 0.967048 20240
20 0.782946 0.717160 0.748610 845
avg / total 0.955468 0.935033 0.945102 21380
Classification report for turbine 18, turbine category 7
precision recall f1-score support
10.0 0.000000 0.000000 0.000000 0
11.0 0.000000 0.000000 0.000000 0
12.0 0.000000 0.000000 0.000000 0
13.0 0.000000 0.000000 0.000000 0
14.0 0.000000 0.000000 0.000000 0
15.0 0.000000 0.000000 0.000000 0
16.0 0.000000 0.000000 0.000000 0
17.0 0.000000 0.000000 0.000000 0
19.0 0.990188 0.983290 0.986727 20527
20.0 0.800251 0.746776 0.772589 853
avg / total 0.982610 0.973854 0.978184 21380
Classification report for turbine 18, turbine category 8
precision recall f1-score support
10 0.151515 0.025000 0.042918 200
11 0.074324 0.026506 0.039076 415
12 0.020548 0.007772 0.011278 386
13 0.016667 0.006645 0.009501 301
14 0.000000 0.000000 0.000000 261
15 0.013072 0.007937 0.009877 252
16 0.007874 0.003968 0.005277 252
17 0.010417 0.003968 0.005747 252
18 0.022556 0.013274 0.016713 226
19 0.879537 0.943577 0.910432 18184
20 0.578544 0.695853 0.631799 651
avg / total 0.769748 0.825023 0.795494 21380
Classification report for turbine 18, turbine category 9
precision recall f1-score support
10.0 0.000000 0.000000 0.000000 0
11.0 0.000000 0.000000 0.000000 0
12.0 0.000000 0.000000 0.000000 0
13.0 0.000000 0.000000 0.000000 0
14.0 0.000000 0.000000 0.000000 0
15.0 0.000000 0.000000 0.000000 0
16.0 0.000000 0.000000 0.000000 0
17.0 0.000000 0.000000 0.000000 0
18.0 0.000000 0.000000 0.000000 0
19.0 0.990011 0.946363 0.967695 20527
20.0 0.753125 0.565064 0.645680 853
avg / total 0.980560 0.931151 0.954848 21380
Classification report for turbine 18, turbine category 10
precision recall f1-score support
19 0.990175 0.991767 0.990970 20527
20 0.793902 0.763189 0.778243 853
avg / total 0.982344 0.982647 0.982483 21380
Classification report for turbine 18, turbine category 11
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 0.010256 0.018519 0.013201 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 0.952255 0.933168 0.942615 19706
20 0.737580 0.731061 0.734306 792
avg / total 0.905071 0.887278 0.896079 21380
Classification report for turbine 18, turbine category 12
precision recall f1-score support
19 0.990175 0.991767 0.990970 20527
20 0.793902 0.763189 0.778243 853
avg / total 0.982344 0.982647 0.982483 21380
Classification report for turbine 18, turbine category 13
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 0.976654 0.991801 0.984169 20246
20 0.771951 0.761733 0.766808 831
avg / total 0.954856 0.968803 0.961773 21380
------------------------------------------------------------------------
Classification report for turbine 18, turbine category 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 0.968844 0.984783 0.976749 15378
20 0.980749 0.964079 0.972342 5707
avg / total 0.958654 0.965669 0.962095 21380
Classification report for turbine 18, turbine category 1
precision recall f1-score support
10.0 0.000000 0.000000 0.000000 0
11.0 0.000000 0.000000 0.000000 0
12.0 0.000000 0.000000 0.000000 0
13.0 0.000000 0.000000 0.000000 0
14.0 0.000000 0.000000 0.000000 0
15.0 0.000000 0.000000 0.000000 0
16.0 0.000000 0.000000 0.000000 0
17.0 0.000000 0.000000 0.000000 0
18.0 0.000000 0.000000 0.000000 0
19.0 0.988131 0.940636 0.963799 15666
20.0 0.976527 0.713511 0.824553 5714
avg / total 0.985030 0.879935 0.926584 21380
Classification report for turbine 18, turbine category 2
precision recall f1-score support
19 0.987124 0.993425 0.990265 15666
20 0.981653 0.964473 0.972987 5714
avg / total 0.985662 0.985688 0.985647 21380
Classification report for turbine 18, turbine category 3
precision recall f1-score support
10 0.257143 0.003047 0.006023 5907
11 0.012987 0.027778 0.017699 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 0.939117 0.971018 0.954802 14837
20 0.038803 0.614943 0.073000 348
avg / total 0.723414 0.684752 0.665482 21380
Classification report for turbine 18, turbine category 4
precision recall f1-score support
10.0 0.000000 0.000000 0.000000 0
11.0 0.000000 0.000000 0.000000 0
12.0 0.000000 0.000000 0.000000 0
13.0 0.000000 0.000000 0.000000 0
14.0 0.000000 0.000000 0.000000 0
15.0 0.000000 0.000000 0.000000 0
16.0 0.000000 0.000000 0.000000 0
17.0 0.000000 0.000000 0.000000 0
18.0 0.000000 0.000000 0.000000 0
19.0 0.987041 0.982127 0.984578 15666
20.0 0.984167 0.946447 0.964939 5714
avg / total 0.986273 0.972591 0.979329 21380
Classification report for turbine 18, turbine category 5
precision recall f1-score support
10.0 0.000000 0.000000 0.000000 0
11.0 0.000000 0.000000 0.000000 0
12.0 0.000000 0.000000 0.000000 0
13.0 0.000000 0.000000 0.000000 0
14.0 0.000000 0.000000 0.000000 0
16.0 0.000000 0.000000 0.000000 0
17.0 0.000000 0.000000 0.000000 0
18.0 0.000000 0.000000 0.000000 0
19.0 0.987085 0.990361 0.988720 15666
20.0 0.980986 0.929996 0.954811 5714
avg / total 0.985455 0.974228 0.979658 21380
Classification report for turbine 18, turbine category 6
precision recall f1-score support
10.0 0.000000 0.000000 0.000000 0
11.0 0.000000 0.000000 0.000000 0
12.0 0.000000 0.000000 0.000000 0
13.0 0.000000 0.000000 0.000000 0
14.0 0.000000 0.000000 0.000000 0
15.0 0.000000 0.000000 0.000000 0
16.0 0.000000 0.000000 0.000000 0
17.0 0.000000 0.000000 0.000000 0
18.0 0.000000 0.000000 0.000000 0
19.0 0.987002 0.974276 0.980597 15666
20.0 0.982173 0.906370 0.942751 5714
avg / total 0.985712 0.956127 0.970483 21380
Classification report for turbine 18, turbine category 7
precision recall f1-score support
10.0 0.000000 0.000000 0.000000 0
11.0 0.000000 0.000000 0.000000 0
12.0 0.000000 0.000000 0.000000 0
13.0 0.000000 0.000000 0.000000 0
14.0 0.000000 0.000000 0.000000 0
15.0 0.000000 0.000000 0.000000 0
16.0 0.000000 0.000000 0.000000 0
17.0 0.000000 0.000000 0.000000 0
19.0 0.987098 0.986468 0.986782 15666
20.0 0.976512 0.720336 0.829087 5714
avg / total 0.984269 0.915341 0.944637 21380
Classification report for turbine 18, turbine category 8
precision recall f1-score support
10 0.017341 0.057692 0.026667 52
11 0.000000 0.000000 0.000000 72
12 0.004098 0.013889 0.006329 72
13 0.000000 0.000000 0.000000 72
14 0.000000 0.000000 0.000000 72
15 0.023810 0.055556 0.033333 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 0.949092 0.900543 0.924181 15092
20 0.971898 0.867668 0.916830 5660
avg / total 0.927388 0.865762 0.895287 21380
Classification report for turbine 18, turbine category 9
precision recall f1-score support
10.0 0.000000 0.000000 0.000000 0
11.0 0.000000 0.000000 0.000000 0
12.0 0.000000 0.000000 0.000000 0
13.0 0.000000 0.000000 0.000000 0
14.0 0.000000 0.000000 0.000000 0
15.0 0.000000 0.000000 0.000000 0
16.0 0.000000 0.000000 0.000000 0
17.0 0.000000 0.000000 0.000000 0
18.0 0.000000 0.000000 0.000000 0
19.0 0.986950 0.960679 0.973637 15666
20.0 0.972464 0.587154 0.732213 5714
avg / total 0.983078 0.860851 0.909115 21380
Classification report for turbine 18, turbine category 10
precision recall f1-score support
19 0.987124 0.993425 0.990265 15666
20 0.981653 0.964473 0.972987 5714
avg / total 0.985662 0.985688 0.985647 21380
Classification report for turbine 18, turbine category 11
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 0.070175 0.222222 0.106667 36
17 0.000000 0.000000 0.000000 36
18 0.000000 0.000000 0.000000 36
19 0.970259 0.948241 0.959124 15379
20 0.981238 0.953207 0.967019 5706
avg / total 0.959920 0.936857 0.948177 21380
Classification report for turbine 18, turbine category 12
precision recall f1-score support
19 0.987124 0.993425 0.990265 15666
20 0.981653 0.964473 0.972987 5714
avg / total 0.985662 0.985688 0.985647 21380
Classification report for turbine 18, turbine category 13
precision recall f1-score support
10.0 0.000000 0.000000 0.000000 0
11.0 0.000000 0.000000 0.000000 0
12.0 0.000000 0.000000 0.000000 0
13.0 0.000000 0.000000 0.000000 0
14.0 0.000000 0.000000 0.000000 0
15.0 0.000000 0.000000 0.000000 0
19.0 0.987074 0.989531 0.988301 15666
20.0 0.981620 0.962723 0.972080 5714
avg / total 0.985617 0.982367 0.983966 21380
------------------------------------------------------------------------
Classification report for turbine 19, turbine category 0
precision recall f1-score support
10.0 0.000000 0.000000 0.000000 0
11.0 0.000000 0.000000 0.000000 0
12.0 0.000000 0.000000 0.000000 0
13.0 0.000000 0.000000 0.000000 0
14.0 0.000000 0.000000 0.000000 0
15.0 0.000000 0.000000 0.000000 0
16.0 0.000000 0.000000 0.000000 0
17.0 0.000000 0.000000 0.000000 0
18.0 0.000000 0.000000 0.000000 0
19.0 0.989951 0.923532 0.955589 21120
20.0 0.492386 0.694842 0.576352 698
avg / total 0.974033 0.916216 0.943456 21818
Classification report for turbine 19, turbine category 1
precision recall f1-score support
10.0 0.000000 0.000000 0.000000 0
11.0 0.000000 0.000000 0.000000 0
12.0 0.000000 0.000000 0.000000 0
13.0 0.000000 0.000000 0.000000 0
14.0 0.000000 0.000000 0.000000 0
15.0 0.000000 0.000000 0.000000 0
16.0 0.000000 0.000000 0.000000 0
17.0 0.000000 0.000000 0.000000 0
18.0 0.000000 0.000000 0.000000 0
19.0 0.990251 0.957055 0.973370 21120
20.0 0.492552 0.710602 0.581818 698
avg / total 0.974328 0.949170 0.960843 21818
Classification report for turbine 19, turbine category 2
precision recall f1-score support
19 0.990435 0.975663 0.982993 21120
20 0.492596 0.714900 0.583285 698
avg / total 0.974508 0.967321 0.970206 21818
Classification report for turbine 19, turbine category 3
precision recall f1-score support
10.0 0.000000 0.000000 0.000000 0
11.0 0.000000 0.000000 0.000000 0
17.0 0.000000 0.000000 0.000000 0
18.0 0.000000 0.000000 0.000000 0
19.0 0.990435 0.975663 0.982993 21120
20.0 0.489510 0.702006 0.576810 698
avg / total 0.974409 0.966908 0.969999 21818
Classification report for turbine 19, turbine category 4
precision recall f1-score support
10.0 0.000000 0.000000 0.000000 0
11.0 0.000000 0.000000 0.000000 0
12.0 0.000000 0.000000 0.000000 0
13.0 0.000000 0.000000 0.000000 0
14.0 0.000000 0.000000 0.000000 0
15.0 0.000000 0.000000 0.000000 0
16.0 0.000000 0.000000 0.000000 0
17.0 0.000000 0.000000 0.000000 0
18.0 0.000000 0.000000 0.000000 0
19.0 0.990635 0.961648 0.975926 21120
20.0 0.411465 0.462751 0.435604 698
avg / total 0.972106 0.945687 0.958640 21818
Classification report for turbine 19, turbine category 5
precision recall f1-score support
19 0.990435 0.975663 0.982993 21120
20 0.492596 0.714900 0.583285 698
avg / total 0.974508 0.967321 0.970206 21818
Classification report for turbine 19, turbine category 6
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 0.963903 0.975579 0.969706 20556
20 0.470879 0.710879 0.566508 671
avg / total 0.922630 0.941012 0.931039 21818
Classification report for turbine 19, turbine category 7
precision recall f1-score support
19 0.990435 0.975663 0.982993 21120
20 0.492596 0.714900 0.583285 698
avg / total 0.974508 0.967321 0.970206 21818
Classification report for turbine 19, turbine category 8
precision recall f1-score support
10 0.014706 0.012821 0.013699 78
11 0.000000 0.000000 0.000000 144
12 0.040816 0.046875 0.043636 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 0.003534 0.009259 0.005115 108
17 0.000000 0.000000 0.000000 108
18 0.000000 0.000000 0.000000 108
19 0.944094 0.883161 0.912611 20173
20 0.451645 0.700155 0.549091 647
avg / total 0.886616 0.837703 0.860417 21818
Classification report for turbine 19, turbine category 9
precision recall f1-score support
10 0.664286 0.379592 0.483117 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 0.004255 0.027778 0.007380 36
16 0.000000 0.000000 0.000000 36
17 0.000000 0.000000 0.000000 36
18 0.004255 0.027778 0.007380 36
19 0.975573 0.892065 0.931952 20818
20 0.282660 0.509636 0.363636 467
avg / total 0.944382 0.866441 0.902470 21818
Classification report for turbine 19, turbine category 10
precision recall f1-score support
19 0.990435 0.975663 0.982993 21120
20 0.492596 0.714900 0.583285 698
avg / total 0.974508 0.967321 0.970206 21818
Classification report for turbine 19, turbine category 11
precision recall f1-score support
10 0.100000 0.019231 0.032258 52
11 0.085366 0.048611 0.061947 288
12 0.033333 0.006944 0.011494 288
13 0.000000 0.000000 0.000000 288
14 0.018868 0.006944 0.010152 288
15 0.036269 0.024306 0.029106 288
16 0.000000 0.000000 0.000000 257
17 0.125000 0.003968 0.007692 252
18 0.043478 0.003968 0.007273 252
19 0.889779 0.950224 0.919009 18945
20 0.450298 0.730645 0.557196 620
avg / total 0.789887 0.847145 0.815564 21818
Classification report for turbine 19, turbine category 12
precision recall f1-score support
19 0.990435 0.975663 0.982993 21120
20 0.492596 0.714900 0.583285 698
avg / total 0.974508 0.967321 0.970206 21818
Classification report for turbine 19, turbine category 13
precision recall f1-score support
19 0.990435 0.975663 0.982993 21120
20 0.492596 0.714900 0.583285 698
avg / total 0.974508 0.967321 0.970206 21818
------------------------------------------------------------------------
Classification report for turbine 19, turbine category 0
precision recall f1-score support
10 0.333333 0.125000 0.181818 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 0.935931 0.951270 0.943538 18305
20 0.734296 0.876572 0.799151 2147
avg / total 0.859936 0.885278 0.871589 21818
Classification report for turbine 19, turbine category 1
precision recall f1-score support
10.0 0.000000 0.000000 0.000000 0
11.0 0.000000 0.000000 0.000000 0
12.0 0.000000 0.000000 0.000000 0
13.0 0.000000 0.000000 0.000000 0
14.0 0.000000 0.000000 0.000000 0
15.0 0.000000 0.000000 0.000000 0
16.0 0.000000 0.000000 0.000000 0
17.0 0.000000 0.000000 0.000000 0
18.0 0.000000 0.000000 0.000000 0
19.0 0.986911 0.975622 0.981234 19321
20.0 0.855835 0.898678 0.876734 2497
avg / total 0.971910 0.966816 0.969274 21818
Classification report for turbine 19, turbine category 2
precision recall f1-score support
19 0.986922 0.980384 0.983642 19321
20 0.855619 0.899479 0.877001 2497
avg / total 0.971895 0.971125 0.971438 21818
Classification report for turbine 19, turbine category 3
precision recall f1-score support
10 0.333333 0.003030 0.006006 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 0.974157 0.982656 0.978388 19027
20 0.680412 0.882615 0.768435 2019
avg / total 0.917547 0.938674 0.924431 21818
Classification report for turbine 19, turbine category 4
precision recall f1-score support
10.0 0.000000 0.000000 0.000000 0
11.0 0.000000 0.000000 0.000000 0
12.0 0.000000 0.000000 0.000000 0
13.0 0.000000 0.000000 0.000000 0
14.0 0.000000 0.000000 0.000000 0
15.0 0.000000 0.000000 0.000000 0
18.0 0.000000 0.000000 0.000000 0
19.0 0.986686 0.951245 0.968641 19321
20.0 0.893617 0.639167 0.745272 2497
avg / total 0.976035 0.915528 0.943077 21818
Classification report for turbine 19, turbine category 5
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 0.972438 0.980098 0.976253 19043
20 0.828952 0.897690 0.861953 2424
avg / total 0.940852 0.955175 0.947848 21818
Classification report for turbine 19, turbine category 6
precision recall f1-score support
10 0.600000 0.002201 0.004386 1363
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 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 0.959293 0.968832 0.964039 18705
20 0.423327 0.816974 0.557683 1355
avg / total 0.886194 0.881474 0.861398 21818
Classification report for turbine 19, turbine category 7
precision recall f1-score support
19 0.986922 0.980384 0.983642 19321
20 0.855619 0.899479 0.877001 2497
avg / total 0.971895 0.971125 0.971438 21818
Classification report for turbine 19, turbine category 8
precision recall f1-score support
10 0.013889 0.023256 0.017391 43
11 0.000000 0.000000 0.000000 144
12 0.008850 0.006944 0.007782 144
13 0.006993 0.006944 0.006969 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 0.018868 0.020833 0.019802 144
19 0.941430 0.925360 0.933326 18395
20 0.762871 0.877917 0.816361 2228
avg / total 0.871889 0.870107 0.870525 21818
Classification report for turbine 19, turbine category 9
precision recall f1-score support
10 0.027205 0.090659 0.041852 364
11 0.009174 0.006944 0.007905 144
12 0.003484 0.006944 0.004640 144
13 0.017241 0.013889 0.015385 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 0.933286 0.940233 0.936747 18271
20 0.581909 0.402265 0.475691 2031
avg / total 0.836380 0.826519 0.829622 21818
Classification report for turbine 19, turbine category 10
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 0.958474 0.980179 0.969205 18768
20 0.796571 0.893208 0.842126 2341
avg / total 0.909956 0.938995 0.924075 21818
Classification report for turbine 19, turbine category 11
precision recall f1-score support
10 0.007692 0.062500 0.013699 16
11 0.000000 0.000000 0.000000 108
12 0.000000 0.000000 0.000000 108
13 0.004717 0.009259 0.006250 108
14 0.000000 0.000000 0.000000 108
15 0.014286 0.018519 0.016129 108
16 0.000000 0.000000 0.000000 108
17 0.000000 0.000000 0.000000 108
18 0.009756 0.018519 0.012780 108
19 0.945339 0.915755 0.930312 18470
20 0.845875 0.851702 0.848779 2468
avg / total 0.896107 0.871849 0.883750 21818
Classification report for turbine 19, turbine category 12
precision recall f1-score support
19 0.986922 0.980384 0.983642 19321
20 0.855619 0.899479 0.877001 2497
avg / total 0.971895 0.971125 0.971438 21818
Classification report for turbine 19, turbine category 13
precision recall f1-score support
19 0.986922 0.980384 0.983642 19321
20 0.855619 0.899479 0.877001 2497
avg / total 0.971895 0.971125 0.971438 21818
------------------------------------------------------------------------
Classification report for turbine 19, turbine category 0
precision recall f1-score support
10 0.000000 0.000000 0.000000 40
11 0.000000 0.000000 0.000000 108
12 0.003012 0.009259 0.004545 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 0.029851 0.018519 0.022857 108
17 0.000000 0.000000 0.000000 108
18 0.000000 0.000000 0.000000 108
19 0.929173 0.952999 0.940935 15638
20 0.873560 0.661296 0.752751 5276
avg / total 0.877388 0.843111 0.856578 21818
Classification report for turbine 19, turbine category 1
precision recall f1-score support
10 0.063158 0.044444 0.052174 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 0.904788 0.982432 0.942013 15312
20 0.927704 0.834274 0.878512 5491
avg / total 0.868854 0.899716 0.882530 21818
Classification report for turbine 19, turbine category 2
precision recall f1-score support
19 0.957268 0.984872 0.970874 16195
20 0.952483 0.873377 0.911216 5623
avg / total 0.956035 0.956137 0.955499 21818
Classification report for turbine 19, turbine category 3
precision recall f1-score support
10 0.000000 0.000000 0.000000 10
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 0.926589 0.964082 0.944964 15619
20 0.946203 0.639230 0.762998 5613
avg / total 0.906748 0.854615 0.872770 21818
Classification report for turbine 19, turbine category 4
precision recall f1-score support
10 0.000000 0.000000 0.000000 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 0.929923 0.980055 0.954331 15693
20 0.923096 0.657923 0.768272 5528
avg / total 0.902748 0.871620 0.881076 21818
Classification report for turbine 19, turbine category 5
precision recall f1-score support
10.0 0.000000 0.000000 0.000000 0
11.0 0.000000 0.000000 0.000000 0
12.0 0.000000 0.000000 0.000000 0
13.0 0.000000 0.000000 0.000000 0
14.0 0.000000 0.000000 0.000000 0
15.0 0.000000 0.000000 0.000000 0
16.0 0.000000 0.000000 0.000000 0
17.0 0.000000 0.000000 0.000000 0
18.0 0.000000 0.000000 0.000000 0
19.0 0.957098 0.980797 0.968802 16195
20.0 0.952788 0.872132 0.910678 5623
avg / total 0.955987 0.952791 0.953822 21818
Classification report for turbine 19, turbine category 6
precision recall f1-score support
10 0.004684 0.062500 0.008715 32
11 0.000000 0.000000 0.000000 72
12 0.000000 0.000000 0.000000 72
13 0.018519 0.013889 0.015873 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 0.924246 0.972306 0.947667 15635
20 0.950782 0.807354 0.873218 5575
avg / total 0.905339 0.903199 0.902300 21818
Classification report for turbine 19, turbine category 7
precision recall f1-score support
19 0.957268 0.984872 0.970874 16195
20 0.952483 0.873377 0.911216 5623
avg / total 0.956035 0.956137 0.955499 21818
Classification report for turbine 19, turbine category 8
precision recall f1-score support
10 0.000000 0.000000 0.000000 12
11 0.000000 0.000000 0.000000 108
12 0.005618 0.009259 0.006993 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 0.000000 0.000000 0.000000 72
18 0.000000 0.000000 0.000000 72
19 0.929458 0.897277 0.913084 15683
20 0.926732 0.729635 0.816457 5426
avg / total 0.898604 0.826474 0.859417 21818
Classification report for turbine 19, turbine category 9
precision recall f1-score support
10 0.426647 0.326460 0.369890 873
11 0.011583 0.008333 0.009693 360
12 0.008889 0.006135 0.007260 326
13 0.008264 0.003086 0.004494 324
14 0.031250 0.009434 0.014493 318
15 0.080000 0.020833 0.033058 288
16 0.012658 0.003472 0.005450 288
17 0.005181 0.003497 0.004175 286
18 0.007042 0.004049 0.005141 247
19 0.812320 0.925249 0.865115 13739
20 0.862445 0.779618 0.818943 4769
avg / total 0.719384 0.766936 0.739744 21818
Classification report for turbine 19, turbine category 10
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 0.003650 0.006944 0.004785 144
19 0.892600 0.950172 0.920487 15132
20 0.903654 0.774897 0.834337 5362
avg / total 0.841174 0.849482 0.843487 21818
Classification report for turbine 19, turbine category 11
precision recall f1-score support
10 0.011111 0.045455 0.017857 22
11 0.007042 0.008065 0.007519 124
12 0.017699 0.018519 0.018100 108
13 0.007246 0.027778 0.011494 108
14 0.005236 0.009259 0.006689 108
15 0.013514 0.027778 0.018182 108
16 0.000000 0.000000 0.000000 108
17 0.000000 0.000000 0.000000 108
18 0.006667 0.009259 0.007752 108
19 0.908741 0.906963 0.907851 15338
20 0.947262 0.843672 0.892471 5578
avg / total 0.881320 0.853836 0.866755 21818
Classification report for turbine 19, turbine category 12
precision recall f1-score support
19 0.957268 0.984872 0.970874 16195
20 0.952483 0.873377 0.911216 5623
avg / total 0.956035 0.956137 0.955499 21818
Classification report for turbine 19, turbine category 13
precision recall f1-score support
19 0.957268 0.984872 0.970874 16195
20 0.952483 0.873377 0.911216 5623
avg / total 0.956035 0.956137 0.955499 21818
------------------------------------------------------------------------
Classification report for turbine 19, turbine category 0
precision recall f1-score support
10 0.010101 0.009804 0.009950 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 0.000000 0.000000 0.000000 72
17 0.000000 0.000000 0.000000 72
18 0.000000 0.000000 0.000000 72
19 0.963328 0.952061 0.957661 19921
20 0.792627 0.705496 0.746528 1219
avg / total 0.923902 0.908745 0.916152 21818
Classification report for turbine 19, turbine category 1
precision recall f1-score support
10.0 0.000000 0.000000 0.000000 0
11.0 0.000000 0.000000 0.000000 0
12.0 0.000000 0.000000 0.000000 0
13.0 0.000000 0.000000 0.000000 0
14.0 0.000000 0.000000 0.000000 0
15.0 0.000000 0.000000 0.000000 0
16.0 0.000000 0.000000 0.000000 0
17.0 0.000000 0.000000 0.000000 0
18.0 0.000000 0.000000 0.000000 0
19.0 0.992286 0.965774 0.978851 20511
20.0 0.876305 0.834736 0.855016 1307
avg / total 0.985338 0.957925 0.971432 21818
Classification report for turbine 19, turbine category 2
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 0.987128 0.992402 0.989758 20401
20 0.876911 0.878927 0.877918 1305
avg / total 0.975469 0.980521 0.977988 21818
Classification report for turbine 19, turbine category 3
precision recall f1-score support
10.0 0.000000 0.000000 0.000000 0
11.0 0.000000 0.000000 0.000000 0
12.0 0.000000 0.000000 0.000000 0
13.0 0.000000 0.000000 0.000000 0
14.0 0.000000 0.000000 0.000000 0
15.0 0.000000 0.000000 0.000000 0
16.0 0.000000 0.000000 0.000000 0
17.0 0.000000 0.000000 0.000000 0
18.0 0.000000 0.000000 0.000000 0
19.0 0.992266 0.969577 0.980791 20511
20.0 0.872340 0.784239 0.825947 1307
avg / total 0.985082 0.958475 0.971515 21818
Classification report for turbine 19, turbine category 4
precision recall f1-score support
10 0.101266 0.086957 0.093567 184
11 0.000000 0.000000 0.000000 121
12 0.029412 0.018519 0.022727 108
13 0.000000 0.000000 0.000000 108
14 0.000000 0.000000 0.000000 108
15 0.029412 0.009259 0.014085 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 0.969493 0.970800 0.970146 20034
20 0.500000 0.714646 0.588358 792
avg / total 0.909516 0.918233 0.913149 21818
Classification report for turbine 19, turbine category 5
precision recall f1-score support
10.0 0.000000 0.000000 0.000000 0
11.0 0.000000 0.000000 0.000000 0
12.0 0.000000 0.000000 0.000000 0
13.0 0.000000 0.000000 0.000000 0
14.0 0.000000 0.000000 0.000000 0
15.0 0.000000 0.000000 0.000000 0
16.0 0.000000 0.000000 0.000000 0
17.0 0.000000 0.000000 0.000000 0
18.0 0.000000 0.000000 0.000000 0
19.0 0.992203 0.986446 0.989316 20511
20.0 0.878067 0.876052 0.877059 1307
avg / total 0.985366 0.979833 0.982591 21818
Classification report for turbine 19, turbine category 6
precision recall f1-score support
10 0.070000 0.333333 0.115702 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 0.986413 0.965597 0.975894 20376
20 0.760563 0.810238 0.784615 1133
avg / total 0.960782 0.944175 0.952251 21818
Classification report for turbine 19, turbine category 7
precision recall f1-score support
19 0.992248 0.992199 0.992223 20511
20 0.877676 0.878347 0.878011 1307
avg / total 0.985384 0.985379 0.985382 21818
Classification report for turbine 19, turbine category 8
precision recall f1-score support
10 0.666667 0.198068 0.305400 414
11 0.013793 0.007937 0.010076 252
12 0.000000 0.000000 0.000000 252
13 0.053571 0.035714 0.042857 252
14 0.018519 0.008696 0.011834 230
15 0.008333 0.004630 0.005952 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 0.901777 0.944841 0.922807 18637
20 0.657682 0.797386 0.720827 918
avg / total 0.811679 0.845036 0.825183 21818
Classification report for turbine 19, turbine category 9
precision recall f1-score support
10.0 0.000000 0.000000 0.000000 0
11.0 0.000000 0.000000 0.000000 0
12.0 0.000000 0.000000 0.000000 0
13.0 0.000000 0.000000 0.000000 0
14.0 0.000000 0.000000 0.000000 0
15.0 0.000000 0.000000 0.000000 0
16.0 0.000000 0.000000 0.000000 0
17.0 0.000000 0.000000 0.000000 0
18.0 0.000000 0.000000 0.000000 0
19.0 0.992953 0.920482 0.955345 20511
20.0 0.876329 0.693956 0.774552 1307
avg / total 0.985966 0.906912 0.944514 21818
Classification report for turbine 19, turbine category 10
precision recall f1-score support
10.0 0.000000 0.000000 0.000000 0
11.0 0.000000 0.000000 0.000000 0
12.0 0.000000 0.000000 0.000000 0
13.0 0.000000 0.000000 0.000000 0
14.0 0.000000 0.000000 0.000000 0
15.0 0.000000 0.000000 0.000000 0
16.0 0.000000 0.000000 0.000000 0
17.0 0.000000 0.000000 0.000000 0
18.0 0.000000 0.000000 0.000000 0
19.0 0.992297 0.948418 0.969862 20511
20.0 0.882455 0.781178 0.828734 1307
avg / total 0.985717 0.938399 0.961407 21818
Classification report for turbine 19, turbine category 11
precision recall f1-score support
10 0.068182 0.100000 0.081081 30
11 0.037879 0.027778 0.032051 180
12 0.009174 0.011111 0.010050 180
13 0.011050 0.011111 0.011080 180
14 0.005952 0.005556 0.005747 180
15 0.000000 0.000000 0.000000 180
16 0.000000 0.000000 0.000000 180
17 0.008264 0.005556 0.006645 180
18 0.015789 0.016667 0.016216 180
19 0.925577 0.929255 0.927412 19125
20 0.832000 0.850368 0.841084 1223
avg / total 0.858791 0.863003 0.860874 21818
Classification report for turbine 19, turbine category 12
precision recall f1-score support
19 0.992248 0.992199 0.992223 20511
20 0.877676 0.878347 0.878011 1307
avg / total 0.985384 0.985379 0.985382 21818
Classification report for turbine 19, turbine category 13
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 0.980205 0.992349 0.986240 20259
20 0.842508 0.877389 0.859594 1256
avg / total 0.958665 0.971950 0.965252 21818
------------------------------------------------------------------------
Classification report for turbine 19, turbine category 0
precision recall f1-score support
10 0.000000 0.000000 0.000000 7
11 0.000000 0.000000 0.000000 36
12 0.014706 0.027778 0.019231 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 0.011628 0.027778 0.016393 36
18 0.000000 0.000000 0.000000 36
19 0.982378 0.962558 0.972367 20966
20 0.808853 0.721724 0.762808 557
avg / total 0.964709 0.943487 0.953929 21818
Classification report for turbine 19, turbine category 1
precision recall f1-score support
10 0.125000 0.200000 0.153846 15
11 0.000000 0.000000 0.000000 72
12 0.000000 0.000000 0.000000 72
13 0.040816 0.027778 0.033058 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 0.969972 0.977616 0.973779 20684
20 0.800360 0.819521 0.809827 543
avg / total 0.939697 0.947429 0.943536 21818
Classification report for turbine 19, turbine category 2
precision recall f1-score support
10.0 0.000000 0.000000 0.000000 17
11.0 0.000000 0.000000 0.000000 36
12.0 0.000000 0.000000 0.000000 36
13.0 0.000000 0.000000 0.000000 36
14.0 0.000000 0.000000 0.000000 36
15.0 0.000000 0.000000 0.000000 32
16.0 0.000000 0.000000 0.000000 0
17.0 0.000000 0.000000 0.000000 0
18.0 0.000000 0.000000 0.000000 0
19.0 0.987718 0.991982 0.989845 21078
20.0 0.802768 0.848263 0.824889 547
avg / total 0.974344 0.979604 0.976954 21818
Classification report for turbine 19, turbine category 3
precision recall f1-score support
10.0 0.000000 0.000000 0.000000 0
11.0 0.000000 0.000000 0.000000 0
12.0 0.000000 0.000000 0.000000 0
13.0 0.000000 0.000000 0.000000 0
14.0 0.000000 0.000000 0.000000 0
15.0 0.000000 0.000000 0.000000 0
16.0 0.000000 0.000000 0.000000 0
17.0 0.000000 0.000000 0.000000 0
18.0 0.000000 0.000000 0.000000 0
19.0 0.996007 0.973936 0.984847 21255
20.0 0.838041 0.790409 0.813528 563
avg / total 0.991930 0.969200 0.980427 21818
Classification report for turbine 19, turbine category 4
precision recall f1-score support
10 0.000000 0.000000 0.000000 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 0.982651 0.972249 0.977422 20972
20 0.742230 0.792969 0.766761 512
avg / total 0.961966 0.953158 0.957516 21818
Classification report for turbine 19, turbine category 5
precision recall f1-score support
11.0 0.000000 0.000000 0.000000 0
12.0 0.000000 0.000000 0.000000 0
13.0 0.000000 0.000000 0.000000 0
14.0 0.000000 0.000000 0.000000 0
15.0 0.000000 0.000000 0.000000 0
17.0 0.000000 0.000000 0.000000 0
18.0 0.000000 0.000000 0.000000 0
19.0 0.996078 0.991861 0.993965 21255
20.0 0.830450 0.852575 0.841367 563
avg / total 0.991804 0.988267 0.990027 21818
Classification report for turbine 19, turbine category 6
precision recall f1-score support
10 0.732824 0.197125 0.310680 487
11 0.000000 0.000000 0.000000 379
12 0.028571 0.002778 0.005063 360
13 0.045455 0.005556 0.009901 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 0.021739 0.002778 0.004926 360
18 0.029412 0.002778 0.005076 360
19 0.853023 0.982942 0.913386 18115
20 0.470149 0.794953 0.590856 317
avg / total 0.733500 0.832294 0.774295 21818
Classification report for turbine 19, turbine category 7
precision recall f1-score support
19 0.996092 0.995389 0.995741 21255
20 0.830450 0.852575 0.841367 563
avg / total 0.991818 0.991704 0.991757 21818
Classification report for turbine 19, turbine category 8
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 0.982570 0.916647 0.948464 20971
20 0.807921 0.735135 0.769811 555
avg / total 0.964977 0.899762 0.931226 21818
Classification report for turbine 19, turbine category 9
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 0.009434 0.027778 0.014085 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 0.983048 0.942789 0.962498 20975
20 0.802372 0.738182 0.768939 550
avg / total 0.965308 0.925016 0.944716 21818
Classification report for turbine 19, turbine category 10
precision recall f1-score support
10.0 0.000000 0.000000 0.000000 0
11.0 0.000000 0.000000 0.000000 0
12.0 0.000000 0.000000 0.000000 0
13.0 0.000000 0.000000 0.000000 0
14.0 0.000000 0.000000 0.000000 0
15.0 0.000000 0.000000 0.000000 0
16.0 0.000000 0.000000 0.000000 0
17.0 0.000000 0.000000 0.000000 0
18.0 0.000000 0.000000 0.000000 0
19.0 0.996104 0.974312 0.985087 21255
20.0 0.833028 0.806394 0.819495 563
avg / total 0.991896 0.969979 0.980814 21818
Classification report for turbine 19, turbine category 11
precision recall f1-score support
10 0.000000 0.000000 0.000000 24
11 0.011765 0.006944 0.008734 144
12 0.008621 0.006944 0.007692 144
13 0.000000 0.000000 0.000000 144
14 0.006173 0.006944 0.006536 144
15 0.023669 0.027778 0.025559 144
16 0.018634 0.020833 0.019672 144
17 0.000000 0.000000 0.000000 144
18 0.009091 0.013889 0.010989 144
19 0.942959 0.936021 0.939477 20116
20 0.787037 0.807985 0.797373 526
avg / total 0.888888 0.883032 0.885936 21818
Classification report for turbine 19, turbine category 12
precision recall f1-score support
19 0.996092 0.995389 0.995741 21255
20 0.830450 0.852575 0.841367 563
avg / total 0.991818 0.991704 0.991757 21818
Classification report for turbine 19, turbine category 13
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 0.982551 0.991033 0.986774 20966
20 0.822380 0.829749 0.826048 558
avg / total 0.965214 0.973554 0.969366 21818
------------------------------------------------------------------------
Classification report for turbine 20, turbine category 0
precision recall f1-score support
10.0 0.000000 0.000000 0.000000 0
11.0 0.000000 0.000000 0.000000 0
12.0 0.000000 0.000000 0.000000 0
13.0 0.000000 0.000000 0.000000 0
14.0 0.000000 0.000000 0.000000 0
15.0 0.000000 0.000000 0.000000 0
16.0 0.000000 0.000000 0.000000 0
17.0 0.000000 0.000000 0.000000 0
18.0 0.000000 0.000000 0.000000 0
19.0 0.982425 0.921448 0.950960 20687
20.0 0.705942 0.656982 0.680583 1067
avg / total 0.968864 0.908477 0.937699 21754
Classification report for turbine 20, turbine category 1
precision recall f1-score support
10 0.318584 0.283465 0.300000 127
11 0.000000 0.000000 0.000000 144
12 0.012195 0.013889 0.012987 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 0.930193 0.961346 0.945513 19558
20 0.614286 0.609597 0.611932 917
avg / total 0.864128 0.891744 0.877699 21754
Classification report for turbine 20, turbine category 2
precision recall f1-score support
19 0.983271 0.985885 0.984576 20687
20 0.711462 0.674789 0.692641 1067
avg / total 0.969939 0.970626 0.970257 21754
Classification report for turbine 20, turbine category 3
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 0.969289 0.985684 0.977418 20397
20 0.698617 0.670778 0.684414 1054
avg / total 0.942674 0.956698 0.949608 21754
Classification report for turbine 20, turbine category 4
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 0.970170 0.979770 0.974946 20415
20 0.689109 0.669875 0.679356 1039
avg / total 0.943367 0.951457 0.947384 21754
Classification report for turbine 20, turbine category 5
precision recall f1-score support
19 0.983271 0.985885 0.984576 20687
20 0.711462 0.674789 0.692641 1067
avg / total 0.969939 0.970626 0.970257 21754
Classification report for turbine 20, turbine category 6
precision recall f1-score support
10 0.150000 0.091837 0.113924 98
11 0.000000 0.000000 0.000000 89
12 0.025641 0.041667 0.031746 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 0.959681 0.944216 0.951886 20167
20 0.637895 0.624742 0.631250 970
avg / total 0.918875 0.903742 0.911209 21754
Classification report for turbine 20, turbine category 7
precision recall f1-score support
19 0.983271 0.985885 0.984576 20687
20 0.711462 0.674789 0.692641 1067
avg / total 0.969939 0.970626 0.970257 21754
Classification report for turbine 20, turbine category 8
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 0.028090 0.138889 0.046729 36
15 0.000000 0.000000 0.000000 36
16 0.017699 0.055556 0.026846 36
17 0.025974 0.055556 0.035398 36
18 0.000000 0.000000 0.000000 36
19 0.968429 0.921555 0.944411 20371
20 0.698361 0.601695 0.646434 1062
avg / total 0.941074 0.892755 0.916109 21754
Classification report for turbine 20, turbine category 9
precision recall f1-score support
10 0.056180 0.026316 0.035842 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 0.027027 0.009259 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 108
19 0.942375 0.974540 0.958188 19835
20 0.540130 0.575723 0.557359 865
avg / total 0.881347 0.911740 0.896206 21754
Classification report for turbine 20, turbine category 10
precision recall f1-score support
19 0.983271 0.985885 0.984576 20687
20 0.711462 0.674789 0.692641 1067
avg / total 0.969939 0.970626 0.970257 21754
Classification report for turbine 20, turbine category 11
precision recall f1-score support
10 0.120000 0.057692 0.077922 52
11 0.000000 0.000000 0.000000 288
12 0.000000 0.000000 0.000000 288
13 0.016393 0.010417 0.012739 288
14 0.000000 0.000000 0.000000 288
15 0.031579 0.010417 0.015666 288
16 0.033058 0.013889 0.019560 288
17 0.008621 0.003472 0.004950 288
18 0.014563 0.010417 0.012146 288
19 0.887607 0.947670 0.916656 18517
20 0.605870 0.656073 0.629973 881
avg / total 0.781735 0.834008 0.806818 21754
Classification report for turbine 20, turbine category 12
precision recall f1-score support
19 0.983271 0.985885 0.984576 20687
20 0.711462 0.674789 0.692641 1067
avg / total 0.969939 0.970626 0.970257 21754
Classification report for turbine 20, turbine category 13
precision recall f1-score support
19 0.983271 0.985885 0.984576 20687
20 0.711462 0.674789 0.692641 1067
avg / total 0.969939 0.970626 0.970257 21754
------------------------------------------------------------------------
Classification report for turbine 20, turbine category 0
precision recall f1-score support
10 0.020408 0.090909 0.033333 11
11 0.000000 0.000000 0.000000 36
12 0.000000 0.000000 0.000000 36
13 0.017544 0.027778 0.021505 36
14 0.006711 0.027778 0.010811 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 0.017857 0.027778 0.021739 36
19 0.958592 0.953028 0.955802 16712
20 0.921771 0.904280 0.912942 4743
avg / total 0.937468 0.929484 0.933426 21754
Classification report for turbine 20, turbine category 1
precision recall f1-score support
10 0.018868 0.086957 0.031008 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 0.027397 0.055556 0.036697 36
16 0.000000 0.000000 0.000000 36
17 0.007634 0.027778 0.011976 36
18 0.000000 0.000000 0.000000 36
19 0.959301 0.924771 0.941719 16669
20 0.925651 0.871616 0.897821 4728
avg / total 0.936362 0.898455 0.916903 21754
Classification report for turbine 20, turbine category 2
precision recall f1-score support
19 0.975783 0.978998 0.977388 16998
20 0.924043 0.913162 0.918570 4756
avg / total 0.964471 0.964604 0.964529 21754
Classification report for turbine 20, turbine category 3
precision recall f1-score support
10.0 0.000000 0.000000 0.000000 0
11.0 0.000000 0.000000 0.000000 0
12.0 0.000000 0.000000 0.000000 0
13.0 0.000000 0.000000 0.000000 0
14.0 0.000000 0.000000 0.000000 0
15.0 0.000000 0.000000 0.000000 0
16.0 0.000000 0.000000 0.000000 0
17.0 0.000000 0.000000 0.000000 0
18.0 0.000000 0.000000 0.000000 0
19.0 0.975566 0.970114 0.972833 16998
20.0 0.920649 0.870900 0.895084 4756
avg / total 0.963560 0.948423 0.955835 21754
Classification report for turbine 20, turbine category 4
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 0.025641 0.027778 0.026667 36
17 0.000000 0.000000 0.000000 36
18 0.000000 0.000000 0.000000 36
19 0.959222 0.968580 0.963878 16709
20 0.913025 0.896156 0.904512 4709
avg / total 0.934449 0.937988 0.936184 21754
Classification report for turbine 20, turbine category 5
precision recall f1-score support
19 0.975783 0.978998 0.977388 16998
20 0.924043 0.913162 0.918570 4756
avg / total 0.964471 0.964604 0.964529 21754
Classification report for turbine 20, turbine category 6
precision recall f1-score support
10 0.000000 0.000000 0.000000 602
11 0.000000 0.000000 0.000000 36
12 0.012048 0.027778 0.016807 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 0.965515 0.946833 0.956083 16796
20 0.788134 0.852262 0.818944 4068
avg / total 0.892864 0.890457 0.891350 21754
Classification report for turbine 20, turbine category 7
precision recall f1-score support
19 0.975783 0.978998 0.977388 16998
20 0.924043 0.913162 0.918570 4756
avg / total 0.964471 0.964604 0.964529 21754
Classification report for turbine 20, turbine category 8
precision recall f1-score support
10 0.035714 0.110092 0.053933 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 0.973839 0.936267 0.954683 16977
20 0.820813 0.842093 0.831317 4243
avg / total 0.920266 0.895468 0.907457 21754
Classification report for turbine 20, turbine category 9
precision recall f1-score support
10 0.939156 0.568957 0.708620 3988
11 0.015152 0.001880 0.003344 532
12 0.028169 0.004988 0.008475 401
13 0.028169 0.005814 0.009639 344
14 0.023622 0.010417 0.014458 288
15 0.027778 0.003472 0.006173 288
16 0.016667 0.004184 0.006689 239
17 0.000000 0.000000 0.000000 216
18 0.000000 0.000000 0.000000 216
19 0.837084 0.954182 0.891806 14383
20 0.263824 0.727590 0.387237 859
avg / total 0.738237 0.764365 0.735565 21754
Classification report for turbine 20, turbine category 10
precision recall f1-score support
19 0.975783 0.978998 0.977388 16998
20 0.924043 0.913162 0.918570 4756
avg / total 0.964471 0.964604 0.964529 21754
Classification report for turbine 20, turbine category 11
precision recall f1-score support
10 0.029851 0.166667 0.050633 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 0.033285 0.319444 0.060288 72
15 0.005556 0.013889 0.007937 72
16 0.000000 0.000000 0.000000 72
17 0.000000 0.000000 0.000000 72
18 0.031496 0.055556 0.040201 72
19 0.949144 0.869005 0.907308 16451
20 0.923913 0.847296 0.883947 4715
avg / total 0.918269 0.842190 0.878108 21754
Classification report for turbine 20, turbine category 12
precision recall f1-score support
19 0.975783 0.978998 0.977388 16998
20 0.924043 0.913162 0.918570 4756
avg / total 0.964471 0.964604 0.964529 21754
Classification report for turbine 20, turbine category 13
precision recall f1-score support
19 0.975783 0.978998 0.977388 16998
20 0.924043 0.913162 0.918570 4756
avg / total 0.964471 0.964604 0.964529 21754
------------------------------------------------------------------------
Classification report for turbine 20, turbine category 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 0.942677 0.966566 0.954472 15942
20 0.911840 0.928243 0.919968 5003
avg / total 0.900528 0.921807 0.911042 21754
Classification report for turbine 20, turbine category 1
precision recall f1-score support
10 0.017045 0.109091 0.029484 55
11 0.000000 0.000000 0.000000 271
12 0.055118 0.027778 0.036939 252
13 0.000000 0.000000 0.000000 250
14 0.006579 0.005814 0.006173 172
15 0.031915 0.020833 0.025210 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 0.908862 0.935938 0.922201 15407
20 0.868822 0.872826 0.870819 4773
avg / total 0.835261 0.855153 0.844920 21754
Classification report for turbine 20, turbine category 2
precision recall f1-score support
19 0.979368 0.983094 0.981228 16562
20 0.945408 0.933937 0.939638 5192
avg / total 0.971263 0.971362 0.971301 21754
Classification report for turbine 20, turbine category 3
precision recall f1-score support
10.0 0.000000 0.000000 0.000000 0
11.0 0.000000 0.000000 0.000000 0
12.0 0.000000 0.000000 0.000000 0
13.0 0.000000 0.000000 0.000000 0
14.0 0.000000 0.000000 0.000000 0
15.0 0.000000 0.000000 0.000000 0
16.0 0.000000 0.000000 0.000000 0
17.0 0.000000 0.000000 0.000000 0
18.0 0.000000 0.000000 0.000000 0
19.0 0.979328 0.978263 0.978795 16562
20.0 0.944709 0.918143 0.931237 5192
avg / total 0.971065 0.963915 0.967445 21754
Classification report for turbine 20, turbine category 4
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 0.978138 0.962591 0.970302 16547
20 0.892612 0.926755 0.909363 4915
avg / total 0.945685 0.941574 0.943510 21754
Classification report for turbine 20, turbine category 5
precision recall f1-score support
19 0.979368 0.983094 0.981228 16562
20 0.945408 0.933937 0.939638 5192
avg / total 0.971263 0.971362 0.971301 21754
Classification report for turbine 20, turbine category 6
precision recall f1-score support
10 0.002079 0.083333 0.004057 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 0.017442 0.029703 0.021978 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 0.952239 0.953365 0.952802 16061
20 0.899555 0.818938 0.857355 4932
avg / total 0.907065 0.889721 0.897936 21754
Classification report for turbine 20, turbine category 7
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 0.923609 0.982783 0.952278 15624
20 0.841100 0.932555 0.884470 4626
avg / total 0.842208 0.904156 0.872021 21754
Classification report for turbine 20, turbine category 8
precision recall f1-score support
10 0.059524 0.013429 0.021914 1117
11 0.012903 0.007752 0.009685 258
12 0.000000 0.000000 0.000000 216
13 0.000000 0.000000 0.000000 202
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 173
18 0.000000 0.000000 0.000000 144
19 0.898733 0.956822 0.926868 15193
20 0.672666 0.659422 0.665978 3911
avg / total 0.751818 0.787579 0.768297 21754
Classification report for turbine 20, turbine category 9
precision recall f1-score support
10 0.122379 0.763441 0.210943 558
11 0.011737 0.034014 0.017452 147
12 0.000000 0.000000 0.000000 108
13 0.005747 0.009259 0.007092 108
14 0.003257 0.009259 0.004819 108
15 0.004032 0.018519 0.006623 108
16 0.013636 0.027778 0.018293 108
17 0.002985 0.009259 0.004515 108
18 0.005650 0.009259 0.007018 108
19 0.946418 0.812743 0.874502 15930
20 0.809547 0.388723 0.525240 4363
avg / total 0.858799 0.693344 0.751491 21754
Classification report for turbine 20, turbine category 10
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 0.963068 0.983235 0.973047 16284
20 0.943654 0.935085 0.939350 5176
avg / total 0.945433 0.958490 0.951879 21754
Classification report for turbine 20, turbine category 11
precision recall f1-score support
10 0.012048 0.076923 0.020833 13
11 0.017857 0.041667 0.025000 72
12 0.000000 0.000000 0.000000 72
13 0.007299 0.013889 0.009569 72
14 0.016807 0.027778 0.020942 72
15 0.000000 0.000000 0.000000 72
16 0.007752 0.013889 0.009950 72
17 0.000000 0.000000 0.000000 72
18 0.016667 0.041667 0.023810 72
19 0.946790 0.920180 0.933295 16011
20 0.942677 0.867870 0.903728 5154
avg / total 0.920408 0.883378 0.901329 21754
Classification report for turbine 20, turbine category 12
precision recall f1-score support
19 0.979368 0.983094 0.981228 16562
20 0.945408 0.933937 0.939638 5192
avg / total 0.971263 0.971362 0.971301 21754
Classification report for turbine 20, turbine category 13
precision recall f1-score support
19 0.979368 0.983094 0.981228 16562
20 0.945408 0.933937 0.939638 5192
avg / total 0.971263 0.971362 0.971301 21754
------------------------------------------------------------------------
Classification report for turbine 20, turbine category 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 0.936749 0.968235 0.952232 19487
20 0.863900 0.454084 0.595278 1971
avg / total 0.917403 0.908477 0.906934 21754
Classification report for turbine 20, turbine category 1
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 0.942164 0.945281 0.943720 19646
20 0.863590 0.464424 0.604017 1813
avg / total 0.922839 0.892388 0.902612 21754
Classification report for turbine 20, turbine category 2
precision recall f1-score support
19 0.949284 0.992770 0.970540 19778
20 0.866355 0.469130 0.608667 1976
avg / total 0.941752 0.945205 0.937670 21754
Classification report for turbine 20, turbine category 3
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 0.936734 0.990574 0.962902 19521
20 0.834425 0.460982 0.593875 1935
avg / total 0.914802 0.929898 0.916887 21754
Classification report for turbine 20, turbine category 4
precision recall f1-score support
10.0 0.000000 0.000000 0.000000 0
11.0 0.000000 0.000000 0.000000 0
12.0 0.000000 0.000000 0.000000 0
13.0 0.000000 0.000000 0.000000 0
14.0 0.000000 0.000000 0.000000 0
15.0 0.000000 0.000000 0.000000 0
16.0 0.000000 0.000000 0.000000 0
17.0 0.000000 0.000000 0.000000 0
18.0 0.000000 0.000000 0.000000 0
19.0 0.950879 0.984629 0.967460 19778
20.0 0.841871 0.382591 0.526096 1976
avg / total 0.940977 0.929944 0.927369 21754
Classification report for turbine 20, turbine category 5
precision recall f1-score support
19 0.949284 0.992770 0.970540 19778
20 0.866355 0.469130 0.608667 1976
avg / total 0.941752 0.945205 0.937670 21754
Classification report for turbine 20, turbine category 6
precision recall f1-score support
10 0.016667 0.045455 0.024390 22
11 0.000000 0.000000 0.000000 123
12 0.000000 0.000000 0.000000 108
13 0.016667 0.009259 0.011905 108
14 0.012346 0.012048 0.012195 83
15 0.027027 0.027778 0.027397 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 0.916695 0.970548 0.942854 19116
20 0.802817 0.420221 0.551676 1899
avg / total 0.875850 0.889767 0.876898 21754
Classification report for turbine 20, turbine category 7
precision recall f1-score support
10 0.117647 0.044944 0.065041 89
11 0.025000 0.041667 0.031250 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 0.935547 0.976129 0.955408 19480
20 0.747114 0.384449 0.507665 1852
avg / total 0.901921 0.907144 0.899125 21754
Classification report for turbine 20, turbine category 8
precision recall f1-score support
10.0 0.000000 0.000000 0.000000 0
11.0 0.000000 0.000000 0.000000 0
12.0 0.000000 0.000000 0.000000 0
13.0 0.000000 0.000000 0.000000 0
14.0 0.000000 0.000000 0.000000 0
15.0 0.000000 0.000000 0.000000 0
16.0 0.000000 0.000000 0.000000 0
17.0 0.000000 0.000000 0.000000 0
18.0 0.000000 0.000000 0.000000 0
19.0 0.948339 0.964354 0.956280 19778
20.0 0.869611 0.418522 0.565084 1976
avg / total 0.941188 0.914774 0.920746 21754
Classification report for turbine 20, turbine category 9
precision recall f1-score support
10.0 0.000000 0.000000 0.000000 0
11.0 0.000000 0.000000 0.000000 0
12.0 0.000000 0.000000 0.000000 0
13.0 0.000000 0.000000 0.000000 0
14.0 0.000000 0.000000 0.000000 0
15.0 0.000000 0.000000 0.000000 0
16.0 0.000000 0.000000 0.000000 0
17.0 0.000000 0.000000 0.000000 0
18.0 0.000000 0.000000 0.000000 0
19.0 0.952642 0.931641 0.942025 19778
20.0 0.850508 0.296559 0.439775 1976
avg / total 0.943365 0.873954 0.896403 21754
Classification report for turbine 20, turbine category 10
precision recall f1-score support
11.0 0.000000 0.000000 0.000000 0
12.0 0.000000 0.000000 0.000000 0
13.0 0.000000 0.000000 0.000000 0
14.0 0.000000 0.000000 0.000000 0
15.0 0.000000 0.000000 0.000000 0
16.0 0.000000 0.000000 0.000000 0
17.0 0.000000 0.000000 0.000000 0
18.0 0.000000 0.000000 0.000000 0
19.0 0.948811 0.982152 0.965193 19778
20.0 0.865979 0.467611 0.607295 1976
avg / total 0.941287 0.935414 0.932684 21754
Classification report for turbine 20, turbine category 11
precision recall f1-score support
10 0.000000 0.000000 0.000000 16
11 0.006211 0.009259 0.007435 108
12 0.005076 0.009259 0.006557 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 0.010000 0.009259 0.009615 108
17 0.000000 0.000000 0.000000 108
18 0.000000 0.000000 0.000000 108
19 0.913743 0.934557 0.924033 19009
20 0.834314 0.456300 0.589948 1865
avg / total 0.870076 0.855889 0.858130 21754
Classification report for turbine 20, turbine category 12
precision recall f1-score support
19 0.949284 0.992770 0.970540 19778
20 0.866355 0.469130 0.608667 1976
avg / total 0.941752 0.945205 0.937670 21754
Classification report for turbine 20, turbine category 13
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 0.936279 0.993026 0.963818 19502
20 0.841121 0.462250 0.596619 1947
avg / total 0.914636 0.931599 0.917441 21754
------------------------------------------------------------------------
Classification report for turbine 20, turbine category 0
precision recall f1-score support
10 0.000000 0.000000 0.000000 6
11 0.000000 0.000000 0.000000 36
12 0.002370 0.027778 0.004367 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 0.966157 0.964381 0.965268 15778
20 0.934177 0.844245 0.886937 5682
avg / total 0.944750 0.920015 0.931770 21754
Classification report for turbine 20, turbine category 1
precision recall f1-score support
10 0.188406 0.081250 0.113537 160
11 0.000000 0.000000 0.000000 108
12 0.000000 0.000000 0.000000 108
13 0.017857 0.009259 0.012195 108
14 0.000000 0.000000 0.000000 108
15 0.025641 0.009259 0.013605 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 0.929879 0.967508 0.948320 15173
20 0.908729 0.822386 0.863404 5557
avg / total 0.882307 0.885584 0.882953 21754
Classification report for turbine 20, turbine category 2
precision recall f1-score support
19 0.967979 0.993415 0.980532 15793
20 0.981248 0.912934 0.945859 5961
avg / total 0.971615 0.971362 0.971031 21754
Classification report for turbine 20, turbine category 3
precision recall f1-score support
10 0.933333 0.022082 0.043143 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 0.949148 0.985732 0.967094 15489
20 0.874345 0.905109 0.889461 5343
avg / total 0.917749 0.924795 0.908296 21754
Classification report for turbine 20, turbine category 4
precision recall f1-score support
10.0 0.000000 0.000000 0.000000 0
11.0 0.000000 0.000000 0.000000 0
12.0 0.000000 0.000000 0.000000 0
13.0 0.000000 0.000000 0.000000 0
14.0 0.000000 0.000000 0.000000 0
15.0 0.000000 0.000000 0.000000 0
16.0 0.000000 0.000000 0.000000 0
17.0 0.000000 0.000000 0.000000 0
18.0 0.000000 0.000000 0.000000 0
19.0 0.967840 0.988982 0.978297 15793
20.0 0.981080 0.887267 0.931818 5961
avg / total 0.971468 0.961111 0.965561 21754
Classification report for turbine 20, turbine category 5
precision recall f1-score support
19 0.967979 0.993415 0.980532 15793
20 0.981248 0.912934 0.945859 5961
avg / total 0.971615 0.971362 0.971031 21754
Classification report for turbine 20, turbine category 6
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 0.000000 0.000000 0.000000 108
16 0.016129 0.009259 0.011765 108
17 0.000000 0.000000 0.000000 108
18 0.000000 0.000000 0.000000 108
19 0.928916 0.964354 0.946303 15177
20 0.939262 0.905981 0.922321 5701
avg / total 0.894301 0.910269 0.901971 21754
Classification report for turbine 20, turbine category 7
precision recall f1-score support
10 0.260870 0.074074 0.115385 81
11 0.002101 0.005556 0.003049 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 0.035714 0.006944 0.011628 144
17 0.058824 0.013889 0.022472 144
18 0.000000 0.000000 0.000000 144
19 0.901971 0.975299 0.937202 14736
20 0.938735 0.836415 0.884626 5679
avg / total 0.857665 0.879470 0.866471 21754
Classification report for turbine 20, turbine category 8
precision recall f1-score support
10.0 0.000000 0.000000 0.000000 0
11.0 0.000000 0.000000 0.000000 0
12.0 0.000000 0.000000 0.000000 0
13.0 0.000000 0.000000 0.000000 0
14.0 0.000000 0.000000 0.000000 0
15.0 0.000000 0.000000 0.000000 0
16.0 0.000000 0.000000 0.000000 0
17.0 0.000000 0.000000 0.000000 0
18.0 0.000000 0.000000 0.000000 0
19.0 0.967388 0.971063 0.969222 15793
20.0 0.983409 0.904882 0.942513 5961
avg / total 0.971778 0.952928 0.961903 21754
Classification report for turbine 20, turbine category 9
precision recall f1-score support
10 0.046759 0.500000 0.085520 88
11 0.012195 0.013889 0.012987 72
12 0.000000 0.000000 0.000000 72
13 0.013514 0.013889 0.013699 72
14 0.054545 0.041667 0.047244 72
15 0.016129 0.013889 0.014925 72
16 0.000000 0.000000 0.000000 72
17 0.000000 0.000000 0.000000 72
18 0.014599 0.027778 0.019139 72
19 0.945045 0.952894 0.948953 15412
20 0.948407 0.770518 0.850258 5678
avg / total 0.917633 0.878597 0.894931 21754
Classification report for turbine 20, turbine category 10
precision recall f1-score support
10.0 0.000000 0.000000 0.000000 0
11.0 0.000000 0.000000 0.000000 0
12.0 0.000000 0.000000 0.000000 0
13.0 0.000000 0.000000 0.000000 0
14.0 0.000000 0.000000 0.000000 0
15.0 0.000000 0.000000 0.000000 0
16.0 0.000000 0.000000 0.000000 0
17.0 0.000000 0.000000 0.000000 0
18.0 0.000000 0.000000 0.000000 0
19.0 0.967870 0.989932 0.978777 15793
20.0 0.981425 0.912934 0.945941 5961
avg / total 0.971584 0.968833 0.969779 21754
Classification report for turbine 20, turbine category 11
precision recall f1-score support
10 0.031746 0.105263 0.048780 19
11 0.069767 0.055556 0.061856 108
12 0.028571 0.027778 0.028169 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 0.007092 0.009259 0.008032 108
18 0.019802 0.018519 0.019139 108
19 0.922028 0.942715 0.932257 15065
20 0.958087 0.893731 0.924791 5806
avg / total 0.894876 0.892020 0.893048 21754
Classification report for turbine 20, turbine category 12
precision recall f1-score support
19 0.967979 0.993415 0.980532 15793
20 0.981248 0.912934 0.945859 5961
avg / total 0.971615 0.971362 0.971031 21754
Classification report for turbine 20, turbine category 13
precision recall f1-score support
10.0 0.000000 0.000000 0.000000 0
11.0 0.000000 0.000000 0.000000 0
12.0 0.000000 0.000000 0.000000 0
13.0 0.000000 0.000000 0.000000 0
14.0 0.000000 0.000000 0.000000 0
15.0 0.000000 0.000000 0.000000 0
16.0 0.000000 0.000000 0.000000 0
17.0 0.000000 0.000000 0.000000 0
18.0 0.000000 0.000000 0.000000 0
19.0 0.967730 0.985500 0.976534 15793
20.0 0.981347 0.909076 0.943830 5961
avg / total 0.971461 0.964558 0.967573 21754
------------------------------------------------------------------------
Classification report for turbine 21, turbine category 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 0.980193 0.972476 0.976319 15114
20 0.611722 0.899058 0.728065 743
avg / total 0.949161 0.955181 0.950895 16087
Classification report for turbine 21, turbine category 1
precision recall f1-score support
19 0.994865 0.972680 0.983648 15337
20 0.616300 0.897333 0.730727 750
avg / total 0.977216 0.969168 0.971856 16087
Classification report for turbine 21, turbine category 2
precision recall f1-score support
19 0.994865 0.972680 0.983648 15337
20 0.616300 0.897333 0.730727 750
avg / total 0.977216 0.969168 0.971856 16087
Classification report for turbine 21, turbine category 3
precision recall f1-score support
10.0 0.000000 0.000000 0.000000 0
11.0 0.000000 0.000000 0.000000 0
12.0 0.000000 0.000000 0.000000 0
13.0 0.000000 0.000000 0.000000 0
14.0 0.000000 0.000000 0.000000 0
15.0 0.000000 0.000000 0.000000 0
16.0 0.000000 0.000000 0.000000 0
17.0 0.000000 0.000000 0.000000 0
18.0 0.000000 0.000000 0.000000 0
19.0 0.994908 0.942688 0.968094 15337
20.0 0.605138 0.848000 0.706274 750
avg / total 0.976736 0.938273 0.955888 16087
Classification report for turbine 21, turbine category 4
precision recall f1-score support
10.0 0.000000 0.000000 0.000000 0
11.0 0.000000 0.000000 0.000000 0
12.0 0.000000 0.000000 0.000000 0
13.0 0.000000 0.000000 0.000000 0
14.0 0.000000 0.000000 0.000000 0
15.0 0.000000 0.000000 0.000000 0
16.0 0.000000 0.000000 0.000000 0
18.0 0.000000 0.000000 0.000000 0
19.0 0.994924 0.958401 0.976321 15337
20.0 0.616162 0.894667 0.729744 750
avg / total 0.977265 0.955430 0.964825 16087
Classification report for turbine 21, turbine category 5
precision recall f1-score support
19 0.994865 0.972680 0.983648 15337
20 0.616300 0.897333 0.730727 750
avg / total 0.977216 0.969168 0.971856 16087
Classification report for turbine 21, turbine category 6
precision recall f1-score support
10.0 0.000000 0.000000 0.000000 0
11.0 0.000000 0.000000 0.000000 0
12.0 0.000000 0.000000 0.000000 0
13.0 0.000000 0.000000 0.000000 0
14.0 0.000000 0.000000 0.000000 0
15.0 0.000000 0.000000 0.000000 0
16.0 0.000000 0.000000 0.000000 0
17.0 0.000000 0.000000 0.000000 0
18.0 0.000000 0.000000 0.000000 0
19.0 0.994838 0.942492 0.967958 15337
20.0 0.608083 0.862667 0.713341 750
avg / total 0.976807 0.938770 0.956087 16087
Classification report for turbine 21, turbine category 7
precision recall f1-score support
19 0.994865 0.972680 0.983648 15337
20 0.616300 0.897333 0.730727 750
avg / total 0.977216 0.969168 0.971856 16087
Classification report for turbine 21, turbine category 8
precision recall f1-score support
10 0.418006 0.760234 0.539419 171
11 0.007792 0.034091 0.012685 88
12 0.008475 0.051282 0.014545 78
13 0.004662 0.024390 0.007828 82
14 0.015453 0.094595 0.026565 74
15 0.003745 0.012658 0.005780 79
16 0.005510 0.026316 0.009112 76
17 0.006452 0.012821 0.008584 78
18 0.000000 0.000000 0.000000 82
19 0.959167 0.810996 0.878881 14714
20 0.411160 0.495575 0.449438 565
avg / total 0.896442 0.768509 0.825803 16087
Classification report for turbine 21, turbine category 9
precision recall f1-score support
19 0.994865 0.972680 0.983648 15337
20 0.616300 0.897333 0.730727 750
avg / total 0.977216 0.969168 0.971856 16087
Classification report for turbine 21, turbine category 10
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 0.964646 0.964127 0.964387 14886
20 0.560953 0.906667 0.693092 675
avg / total 0.916166 0.930192 0.921470 16087
Classification report for turbine 21, turbine category 11
precision recall f1-score support
10 0.052632 0.117647 0.072727 17
11 0.010949 0.029703 0.016000 101
12 0.000000 0.000000 0.000000 103
13 0.003195 0.009709 0.004808 103
14 0.005348 0.008621 0.006601 116
15 0.000000 0.000000 0.000000 105
16 0.000000 0.000000 0.000000 106
17 0.013441 0.045872 0.020790 109
18 0.006116 0.017857 0.009112 112
19 0.943211 0.850048 0.894210 14498
20 0.578838 0.778243 0.663891 717
avg / total 0.876161 0.801641 0.835934 16087
Classification report for turbine 21, turbine category 12
precision recall f1-score support
19 0.994865 0.972680 0.983648 15337
20 0.616300 0.897333 0.730727 750
avg / total 0.977216 0.969168 0.971856 16087
Classification report for turbine 21, turbine category 13
precision recall f1-score support
19 0.994865 0.972680 0.983648 15337
20 0.616300 0.897333 0.730727 750
avg / total 0.977216 0.969168 0.971856 16087
------------------------------------------------------------------------
Classification report for turbine 21, turbine category 0
precision recall f1-score support
10.0 0.000000 0.000000 0.000000 0
11.0 0.000000 0.000000 0.000000 0
12.0 0.000000 0.000000 0.000000 0
13.0 0.000000 0.000000 0.000000 0
14.0 0.000000 0.000000 0.000000 0
15.0 0.000000 0.000000 0.000000 0
17.0 0.000000 0.000000 0.000000 0
18.0 0.000000 0.000000 0.000000 0
19.0 0.993333 0.987902 0.990610 14630
20.0 0.897555 0.932052 0.914478 1457
avg / total 0.984659 0.982843 0.983715 16087
Classification report for turbine 21, turbine category 1
precision recall f1-score support
19 0.993275 0.989405 0.991337 14630
20 0.897622 0.932739 0.914843 1457
avg / total 0.984612 0.984273 0.984409 16087
Classification report for turbine 21, turbine category 2
precision recall f1-score support
19 0.993275 0.989405 0.991337 14630
20 0.897622 0.932739 0.914843 1457
avg / total 0.984612 0.984273 0.984409 16087
Classification report for turbine 21, turbine category 3
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 0.992536 0.973187 0.982766 14620
20 0.679540 0.684603 0.682062 1208
avg / total 0.953053 0.935849 0.944363 16087
Classification report for turbine 21, turbine category 4
precision recall f1-score support
10.0 0.000000 0.000000 0.000000 0
11.0 0.000000 0.000000 0.000000 0
12.0 0.000000 0.000000 0.000000 0
13.0 0.000000 0.000000 0.000000 0
14.0 0.000000 0.000000 0.000000 0
15.0 0.000000 0.000000 0.000000 0
16.0 0.000000 0.000000 0.000000 0
17.0 0.000000 0.000000 0.000000 0
18.0 0.000000 0.000000 0.000000 0
19.0 0.993218 0.980930 0.987035 14630
20.0 0.896156 0.912148 0.904082 1457
avg / total 0.984427 0.974700 0.979522 16087
Classification report for turbine 21, turbine category 5
precision recall f1-score support
19 0.993275 0.989405 0.991337 14630
20 0.897622 0.932739 0.914843 1457
avg / total 0.984612 0.984273 0.984409 16087
Classification report for turbine 21, turbine category 6
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 0.153846 0.023529 0.040816 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 0.968261 0.979392 0.973794 14266
20 0.659589 0.919519 0.768161 1081
avg / total 0.903792 0.930441 0.915398 16087
Classification report for turbine 21, turbine category 7
precision recall f1-score support
19 0.993275 0.989405 0.991337 14630
20 0.897622 0.932739 0.914843 1457
avg / total 0.984612 0.984273 0.984409 16087
Classification report for turbine 21, turbine category 8
precision recall f1-score support
10 0.003125 0.125000 0.006098 8
11 0.000000 0.000000 0.000000 29
12 0.012195 0.066667 0.020619 30
13 0.000000 0.000000 0.000000 28
14 0.004255 0.033333 0.007547 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 0.978592 0.865816 0.918756 14413
20 0.872008 0.577931 0.695147 1450
avg / total 0.955391 0.828060 0.885863 16087
Classification report for turbine 21, turbine category 9
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 0.930557 0.989565 0.959154 13704
20 0.544914 0.912611 0.682382 904
avg / total 0.823332 0.894262 0.855419 16087
Classification report for turbine 21, turbine category 10
precision recall f1-score support
10 0.102326 0.594595 0.174603 37
11 0.009009 0.012987 0.010638 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 0.964675 0.960527 0.962597 14187
20 0.870968 0.866619 0.868788 1402
avg / total 0.926924 0.924038 0.925075 16087
Classification report for turbine 21, turbine category 11
precision recall f1-score support
10 0.058824 0.125000 0.080000 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 0.016667 0.018182 0.017391 55
16 0.011905 0.021277 0.015267 47
17 0.004132 0.019608 0.006826 51
18 0.006623 0.014925 0.009174 67
19 0.966478 0.938220 0.952140 14228
20 0.883805 0.852241 0.867736 1428
avg / total 0.933408 0.905762 0.919342 16087
Classification report for turbine 21, turbine category 12
precision recall f1-score support
19 0.993275 0.989405 0.991337 14630
20 0.897622 0.932739 0.914843 1457
avg / total 0.984612 0.984273 0.984409 16087
Classification report for turbine 21, turbine category 13
precision recall f1-score support
19 0.993275 0.989405 0.991337 14630
20 0.897622 0.932739 0.914843 1457
avg / total 0.984612 0.984273 0.984409 16087
------------------------------------------------------------------------
Classification report for turbine 21, turbine category 0
precision recall f1-score support
10.0 0.000000 0.000000 0.000000 0
11.0 0.000000 0.000000 0.000000 0
13.0 0.000000 0.000000 0.000000 0
14.0 0.000000 0.000000 0.000000 0
15.0 0.000000 0.000000 0.000000 0
17.0 0.000000 0.000000 0.000000 0
19.0 0.979565 0.994702 0.987076 13590
20.0 0.975341 0.887064 0.929111 2497
avg / total 0.978910 0.977995 0.978078 16087
Classification report for turbine 21, turbine category 1
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 0.962580 0.995807 0.978911 13355
20 0.940995 0.886354 0.912858 2411
avg / total 0.940137 0.959533 0.949479 16087
Classification report for turbine 21, turbine category 2
precision recall f1-score support
19 0.979589 0.995879 0.987667 13590
20 0.975341 0.887064 0.929111 2497
avg / total 0.978930 0.978989 0.978578 16087
Classification report for turbine 21, turbine category 3
precision recall f1-score support
10 0.007491 0.181818 0.014388 11
11 0.000000 0.000000 0.000000 62
12 0.000000 0.000000 0.000000 52
13 0.000000 0.000000 0.000000 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 0.948561 0.985950 0.966894 13167
20 0.958476 0.680258 0.795750 2477
avg / total 0.923971 0.911854 0.913926 16087
Classification report for turbine 21, turbine category 4
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 0.969600 0.990932 0.980150 13454
20 0.939312 0.860224 0.898030 2411
avg / total 0.951680 0.957668 0.954316 16087
Classification report for turbine 21, turbine category 5
precision recall f1-score support
19 0.979589 0.995879 0.987667 13590
20 0.975341 0.887064 0.929111 2497
avg / total 0.978930 0.978989 0.978578 16087
Classification report for turbine 21, turbine category 6
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 0.963605 0.976071 0.969798 13373
20 0.966154 0.760905 0.851333 2476
avg / total 0.949742 0.928514 0.937217 16087
Classification report for turbine 21, turbine category 7
precision recall f1-score support
19 0.979589 0.995879 0.987667 13590
20 0.975341 0.887064 0.929111 2497
avg / total 0.978930 0.978989 0.978578 16087
Classification report for turbine 21, turbine category 8
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 0.000000 0.000000 0.000000 57
14 0.019355 0.058824 0.029126 51
15 0.000000 0.000000 0.000000 61
16 0.000000 0.000000 0.000000 56
17 0.008065 0.018182 0.011173 55
18 0.017241 0.035088 0.023121 57
19 0.950242 0.906915 0.928073 13203
20 0.959291 0.820229 0.884327 2442
avg / total 0.925657 0.869211 0.896146 16087
Classification report for turbine 21, turbine category 9
precision recall f1-score support
10.0 0.000000 0.000000 0.000000 0
11.0 0.000000 0.000000 0.000000 0
12.0 0.000000 0.000000 0.000000 0
13.0 0.000000 0.000000 0.000000 0
14.0 0.000000 0.000000 0.000000 0
15.0 0.000000 0.000000 0.000000 0
16.0 0.000000 0.000000 0.000000 0
17.0 0.000000 0.000000 0.000000 0
18.0 0.000000 0.000000 0.000000 0
19.0 0.979317 0.968580 0.973919 13590
20.0 0.968037 0.679215 0.798305 2497
avg / total 0.977566 0.923665 0.946660 16087
Classification report for turbine 21, turbine category 10
precision recall f1-score support
10 0.000000 0.000000 0.000000 19
11 0.000000 0.000000 0.000000 29
12 0.000000 0.000000 0.000000 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 0.000000 0.000000 0.000000 26
19 0.963486 0.975382 0.969397 13364
20 0.970680 0.881048 0.923695 2480
avg / total 0.950041 0.946106 0.947709 16087
Classification report for turbine 21, turbine category 11
precision recall f1-score support
10 0.011111 0.052632 0.018349 19
11 0.019231 0.019802 0.019512 101
12 0.006944 0.008696 0.007722 115
13 0.015748 0.018182 0.016878 110
14 0.000000 0.000000 0.000000 116
15 0.011976 0.018018 0.014388 111
16 0.000000 0.000000 0.000000 106
17 0.016393 0.018868 0.017544 106
18 0.008264 0.011494 0.009615 87
19 0.918988 0.931749 0.925324 12747
20 0.965737 0.799109 0.874557 2469
avg / total 0.876933 0.861627 0.868014 16087
Classification report for turbine 21, turbine category 12
precision recall f1-score support
19 0.979589 0.995879 0.987667 13590
20 0.975341 0.887064 0.929111 2497
avg / total 0.978930 0.978989 0.978578 16087
Classification report for turbine 21, turbine category 13
precision recall f1-score support
19 0.979589 0.995879 0.987667 13590
20 0.975341 0.887064 0.929111 2497
avg / total 0.978930 0.978989 0.978578 16087
------------------------------------------------------------------------
Classification report for turbine 21, turbine category 0
precision recall f1-score support
10.0 0.000000 0.000000 0.000000 0
11.0 0.000000 0.000000 0.000000 0
19.0 0.995988 0.994876 0.995432 15223
20.0 0.914481 0.928241 0.921310 864
avg / total 0.991611 0.991297 0.991451 16087
Classification report for turbine 21, turbine category 1
precision recall f1-score support
10.0 0.000000 0.000000 0.000000 0
11.0 0.000000 0.000000 0.000000 0
12.0 0.000000 0.000000 0.000000 0
13.0 0.000000 0.000000 0.000000 0
14.0 0.000000 0.000000 0.000000 0
15.0 0.000000 0.000000 0.000000 0
16.0 0.000000 0.000000 0.000000 0
17.0 0.000000 0.000000 0.000000 0
18.0 0.000000 0.000000 0.000000 0
19.0 0.995965 0.989030 0.992485 15223
20.0 0.913194 0.913194 0.913194 864
avg / total 0.991519 0.984957 0.988227 16087
Classification report for turbine 21, turbine category 2
precision recall f1-score support
19 0.995989 0.995073 0.995531 15223
20 0.914579 0.929398 0.921929 864
avg / total 0.991617 0.991546 0.991578 16087
Classification report for turbine 21, turbine category 3
precision recall f1-score support
10 0.028571 0.017544 0.021739 57
11 0.000000 0.000000 0.000000 108
12 0.000000 0.000000 0.000000 108
13 0.010989 0.009259 0.010050 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 0.940213 0.970298 0.955018 14376
20 0.819539 0.757842 0.787484 797
avg / total 0.880990 0.904768 0.892602 16087
Classification report for turbine 21, turbine category 4
precision recall f1-score support
10.0 0.000000 0.000000 0.000000 0
11.0 0.000000 0.000000 0.000000 0
12.0 0.000000 0.000000 0.000000 0
13.0 0.000000 0.000000 0.000000 0
14.0 0.000000 0.000000 0.000000 0
15.0 0.000000 0.000000 0.000000 0
16.0 0.000000 0.000000 0.000000 0
17.0 0.000000 0.000000 0.000000 0
18.0 0.000000 0.000000 0.000000 0
19.0 0.995964 0.988833 0.992386 15223
20.0 0.912281 0.902778 0.907504 864
avg / total 0.991470 0.984211 0.987827 16087
Classification report for turbine 21, turbine category 5
precision recall f1-score support
19 0.995989 0.995073 0.995531 15223
20 0.914579 0.929398 0.921929 864
avg / total 0.991617 0.991546 0.991578 16087
Classification report for turbine 21, turbine category 6
precision recall f1-score support
10 0.000000 0.000000 0.000000 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 0.000000 0.000000 0.000000 36
18 0.000000 0.000000 0.000000 36
19 0.977689 0.982992 0.980333 14934
20 0.783851 0.834656 0.808456 756
avg / total 0.944452 0.951762 0.948063 16087
Classification report for turbine 21, turbine category 7
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 0.979354 0.994990 0.987110 14970
20 0.766515 0.923182 0.837586 729
avg / total 0.946088 0.967738 0.956526 16087
Classification report for turbine 21, turbine category 8
precision recall f1-score support
10.0 0.247059 0.120690 0.162162 174
11.0 0.268966 0.330508 0.296578 118
12.0 0.006849 0.019231 0.010101 52
13.0 0.000000 0.000000 0.000000 51
14.0 0.000000 0.000000 0.000000 28
15.0 0.000000 0.000000 0.000000 9
16.0 0.000000 0.000000 0.000000 0
17.0 0.000000 0.000000 0.000000 0
18.0 0.000000 0.000000 0.000000 0
19.0 0.981549 0.939863 0.960253 14999
20.0 0.693750 0.676829 0.685185 656
avg / total 0.948121 0.907689 0.927212 16087
Classification report for turbine 21, turbine category 9
precision recall f1-score support
10 0.000000 0.000000 0.000000 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 0.000000 0.000000 0.000000 36
17 0.000000 0.000000 0.000000 36
18 0.000000 0.000000 0.000000 36
19 0.977169 0.974421 0.975793 14934
20 0.844828 0.776829 0.809403 820
avg / total 0.950196 0.944179 0.947113 16087
Classification report for turbine 21, turbine category 10
precision recall f1-score support
10.0 0.000000 0.000000 0.000000 0
11.0 0.000000 0.000000 0.000000 0
12.0 0.000000 0.000000 0.000000 0
13.0 0.000000 0.000000 0.000000 0
14.0 0.000000 0.000000 0.000000 0
15.0 0.000000 0.000000 0.000000 0
16.0 0.000000 0.000000 0.000000 0
17.0 0.000000 0.000000 0.000000 0
18.0 0.000000 0.000000 0.000000 0
19.0 0.996099 0.972870 0.984347 15223
20.0 0.912260 0.878472 0.895047 864
avg / total 0.991596 0.967800 0.979551 16087
Classification report for turbine 21, turbine category 11
precision recall f1-score support
10 0.285714 0.090909 0.137931 22
11 0.010638 0.008696 0.009569 115
12 0.000000 0.000000 0.000000 118
13 0.017699 0.016807 0.017241 119
14 0.000000 0.000000 0.000000 107
15 0.022388 0.027027 0.024490 111
16 0.007299 0.009259 0.008163 108
17 0.000000 0.000000 0.000000 116
18 0.000000 0.000000 0.000000 119
19 0.939920 0.938741 0.939331 14349
20 0.863248 0.880448 0.871763 803
avg / total 0.882265 0.881830 0.881971 16087
Classification report for turbine 21, turbine category 12
precision recall f1-score support
19 0.995989 0.995073 0.995531 15223
20 0.914579 0.929398 0.921929 864
avg / total 0.991617 0.991546 0.991578 16087
Classification report for turbine 21, turbine category 13
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 0.982510 0.995205 0.988817 15015
20 0.898633 0.929329 0.913723 849
avg / total 0.964464 0.977932 0.971147 16087
------------------------------------------------------------------------
Classification report for turbine 21, turbine category 0
precision recall f1-score support
11.0 0.000000 0.000000 0.000000 0
15.0 0.000000 0.000000 0.000000 0
17.0 0.000000 0.000000 0.000000 0
19.0 0.995197 0.995994 0.995596 14979
20.0 0.952074 0.932310 0.942088 1108
avg / total 0.992227 0.991608 0.991910 16087
Classification report for turbine 21, turbine category 1
precision recall f1-score support
10.0 0.000000 0.000000 0.000000 0
11.0 0.000000 0.000000 0.000000 0
12.0 0.000000 0.000000 0.000000 0
13.0 0.000000 0.000000 0.000000 0
14.0 0.000000 0.000000 0.000000 0
16.0 0.000000 0.000000 0.000000 0
17.0 0.000000 0.000000 0.000000 0
18.0 0.000000 0.000000 0.000000 0
19.0 0.995183 0.993057 0.994119 14979
20.0 0.952030 0.931408 0.941606 1108
avg / total 0.992211 0.988811 0.990502 16087
Classification report for turbine 21, turbine category 2
precision recall f1-score support
19 0.995200 0.996528 0.995864 14979
20 0.952206 0.935018 0.943534 1108
avg / total 0.992238 0.992292 0.992259 16087
Classification report for turbine 21, turbine category 3
precision recall f1-score support
10 0.020619 0.400000 0.039216 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 0.000000 0.000000 0.000000 36
18 0.000000 0.000000 0.000000 36
19 0.990449 0.953042 0.971386 14907
20 0.797468 0.817297 0.807261 925
avg / total 0.963659 0.930254 0.946563 16087
Classification report for turbine 21, turbine category 4
precision recall f1-score support
10.0 0.000000 0.000000 0.000000 0
11.0 0.000000 0.000000 0.000000 0
12.0 0.000000 0.000000 0.000000 0
13.0 0.000000 0.000000 0.000000 0
14.0 0.000000 0.000000 0.000000 0
15.0 0.000000 0.000000 0.000000 0
16.0 0.000000 0.000000 0.000000 0
17.0 0.000000 0.000000 0.000000 0
18.0 0.000000 0.000000 0.000000 0
19.0 0.995302 0.990053 0.992670 14979
20.0 0.951985 0.930505 0.941123 1108
avg / total 0.992319 0.985951 0.989120 16087
Classification report for turbine 21, turbine category 5
precision recall f1-score support
19 0.995200 0.996528 0.995864 14979
20 0.952206 0.935018 0.943534 1108
avg / total 0.992238 0.992292 0.992259 16087
Classification report for turbine 21, turbine category 6
precision recall f1-score support
10 0.000000 0.000000 0.000000 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 0.000000 0.000000 0.000000 135
19 0.914042 0.980882 0.946283 13757
20 0.788386 0.879254 0.831344 911
avg / total 0.826300 0.888606 0.856305 16087
Classification report for turbine 21, turbine category 7
precision recall f1-score support
10.0 0.000000 0.000000 0.000000 0
11.0 0.000000 0.000000 0.000000 0
12.0 0.000000 0.000000 0.000000 0
13.0 0.000000 0.000000 0.000000 0
14.0 0.000000 0.000000 0.000000 0
15.0 0.000000 0.000000 0.000000 0
16.0 0.000000 0.000000 0.000000 0
17.0 0.000000 0.000000 0.000000 0
18.0 0.000000 0.000000 0.000000 0
19.0 0.995188 0.994125 0.994656 14979
20.0 0.948104 0.857401 0.900474 1108
avg / total 0.991945 0.984708 0.988169 16087
Classification report for turbine 21, turbine category 8
precision recall f1-score support
10 0.000000 0.000000 0.000000 8
11 0.011364 0.013889 0.012500 72
12 0.018750 0.041667 0.025862 72
13 0.000000 0.000000 0.000000 72
14 0.000000 0.000000 0.000000 72
15 0.010753 0.013889 0.012121 72
16 0.016393 0.014085 0.015152 71
17 0.010204 0.014085 0.011834 71
18 0.000000 0.000000 0.000000 71
19 0.959072 0.957608 0.958339 14413
20 0.925570 0.705398 0.800623 1093
avg / total 0.922458 0.906322 0.913357 16087
Classification report for turbine 21, turbine category 9
precision recall f1-score support
10 0.480519 0.080435 0.137803 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 0.033333 0.009709 0.015038 103
16 0.000000 0.000000 0.000000 108
17 0.000000 0.000000 0.000000 107
18 0.000000 0.000000 0.000000 94
19 0.939609 0.972839 0.955936 14138
20 0.515454 0.892919 0.653603 579
avg / total 0.858278 0.889476 0.867681 16087
Classification report for turbine 21, turbine category 10
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 0.076923 0.027778 0.040816 36
18 0.000000 0.000000 0.000000 36
19 0.976321 0.982369 0.979336 14690
20 0.930476 0.899632 0.914794 1086
avg / total 0.954524 0.957854 0.956137 16087
Classification report for turbine 21, turbine category 11
precision recall f1-score support
10 0.125000 0.142857 0.133333 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 0.000000 0.000000 0.000000 36
16 0.006329 0.027778 0.010309 36
17 0.027027 0.111111 0.043478 36
18 0.000000 0.000000 0.000000 36
19 0.977380 0.931959 0.954129 14697
20 0.942995 0.890511 0.916002 1096
avg / total 0.957304 0.912476 0.934273 16087
Classification report for turbine 21, turbine category 12
precision recall f1-score support
19 0.995200 0.996528 0.995864 14979
20 0.952206 0.935018 0.943534 1108
avg / total 0.992238 0.992292 0.992259 16087
Classification report for turbine 21, turbine category 13
precision recall f1-score support
10.0 0.000000 0.000000 0.000000 0
11.0 0.000000 0.000000 0.000000 0
12.0 0.000000 0.000000 0.000000 0
13.0 0.000000 0.000000 0.000000 0
15.0 0.000000 0.000000 0.000000 0
16.0 0.000000 0.000000 0.000000 0
17.0 0.000000 0.000000 0.000000 0
18.0 0.000000 0.000000 0.000000 0
19.0 0.995190 0.994526 0.994858 14979
20.0 0.952074 0.932310 0.942088 1108
avg / total 0.992220 0.990241 0.991223 16087
------------------------------------------------------------------------
Classification report for turbine 22, turbine category 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 0.950816 0.983811 0.967032 14207
20 0.806736 0.913196 0.856671 1705
avg / total 0.894993 0.934095 0.913966 16630
Classification report for turbine 22, turbine category 1
precision recall f1-score support
10.0 0.000000 0.000000 0.000000 0
11.0 0.000000 0.000000 0.000000 0
12.0 0.000000 0.000000 0.000000 0
13.0 0.000000 0.000000 0.000000 0
14.0 0.000000 0.000000 0.000000 0
15.0 0.000000 0.000000 0.000000 0
16.0 0.000000 0.000000 0.000000 0
17.0 0.000000 0.000000 0.000000 0
18.0 0.000000 0.000000 0.000000 0
19.0 0.989258 0.971595 0.980347 14786
20.0 0.867006 0.830803 0.848518 1844
avg / total 0.975702 0.955983 0.965729 16630
Classification report for turbine 22, turbine category 2
precision recall f1-score support
19 0.989388 0.983633 0.986502 14786
20 0.874611 0.915401 0.894542 1844
avg / total 0.976661 0.976067 0.976305 16630
Classification report for turbine 22, turbine category 3
precision recall f1-score support
10.0 0.000000 0.000000 0.000000 0
11.0 0.000000 0.000000 0.000000 0
12.0 0.000000 0.000000 0.000000 0
13.0 0.000000 0.000000 0.000000 0
14.0 0.000000 0.000000 0.000000 0
15.0 0.000000 0.000000 0.000000 0
16.0 0.000000 0.000000 0.000000 0
17.0 0.000000 0.000000 0.000000 0
18.0 0.000000 0.000000 0.000000 0
19.0 0.992032 0.934600 0.962460 14786
20.0 0.885285 0.799349 0.840125 1844
avg / total 0.980195 0.919603 0.948895 16630
Classification report for turbine 22, turbine category 4
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 0.980843 0.978032 0.979436 14658
20 0.745989 0.869159 0.802878 1605
avg / total 0.936531 0.945941 0.940781 16630
Classification report for turbine 22, turbine category 5
precision recall f1-score support
19 0.989388 0.983633 0.986502 14786
20 0.874611 0.915401 0.894542 1844
avg / total 0.976661 0.976067 0.976305 16630
Classification report for turbine 22, turbine category 6
precision recall f1-score support
10 0.601297 0.634188 0.617304 585
11 0.001427 0.006849 0.002361 146
12 0.019178 0.053435 0.028226 131
13 0.000000 0.000000 0.000000 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 0.935679 0.877618 0.905719 13940
20 0.633358 0.748914 0.686306 1151
avg / total 0.849479 0.810283 0.828673 16630
Classification report for turbine 22, turbine category 7
precision recall f1-score support
19 0.989388 0.983633 0.986502 14786
20 0.874611 0.915401 0.894542 1844
avg / total 0.976661 0.976067 0.976305 16630
Classification report for turbine 22, turbine category 8
precision recall f1-score support
10 0.110187 0.122685 0.116101 432
11 0.047228 0.095833 0.063274 240
12 0.007843 0.010204 0.008869 196
13 0.067227 0.132597 0.089219 181
14 0.000000 0.000000 0.000000 157
15 0.002653 0.018519 0.004640 108
16 0.017647 0.050000 0.026087 120
17 0.015924 0.043478 0.023310 115
18 0.007092 0.009524 0.008130 105
19 0.931960 0.759962 0.837219 13752
20 0.611834 0.768791 0.681390 1224
avg / total 0.820374 0.692002 0.747916 16630
Classification report for turbine 22, turbine category 9
precision recall f1-score support
10 0.058278 0.309859 0.098105 142
11 0.040541 0.056250 0.047120 160
12 0.047297 0.047297 0.047297 148
13 0.007463 0.007353 0.007407 136
14 0.017467 0.032520 0.022727 123
15 0.005000 0.009009 0.006431 111
16 0.019048 0.017699 0.018349 113
17 0.014085 0.008547 0.010638 117
18 0.026738 0.043478 0.033113 115
19 0.941808 0.905704 0.923403 13956
20 0.708981 0.544069 0.615673 1509
avg / total 0.856649 0.813891 0.833203 16630
Classification report for turbine 22, turbine category 10
precision recall f1-score support
10 0.000000 0.000000 0.000000 101
11 0.000000 0.000000 0.000000 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 0.000000 0.000000 0.000000 66
17 0.000000 0.000000 0.000000 55
18 0.000000 0.000000 0.000000 57
19 0.955167 0.950011 0.952582 14263
20 0.833515 0.867497 0.850166 1766
avg / total 0.907729 0.906915 0.907280 16630
Classification report for turbine 22, turbine category 11
precision recall f1-score support
10 0.083333 0.050000 0.062500 20
11 0.000000 0.000000 0.000000 112
12 0.000000 0.000000 0.000000 101
13 0.000000 0.000000 0.000000 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 0.935337 0.953575 0.944368 14001
20 0.810094 0.913732 0.858798 1704
avg / total 0.870578 0.896512 0.883147 16630
Classification report for turbine 22, turbine category 12
precision recall f1-score support
19 0.989388 0.983633 0.986502 14786
20 0.874611 0.915401 0.894542 1844
avg / total 0.976661 0.976067 0.976305 16630
Classification report for turbine 22, turbine category 13
precision recall f1-score support
19 0.989388 0.983633 0.986502 14786
20 0.874611 0.915401 0.894542 1844
avg / total 0.976661 0.976067 0.976305 16630
------------------------------------------------------------------------
Classification report for turbine 22, turbine category 0
precision recall f1-score support
10.0 0.000000 0.000000 0.000000 0
11.0 0.000000 0.000000 0.000000 0
12.0 0.000000 0.000000 0.000000 0
13.0 0.000000 0.000000 0.000000 0
14.0 0.000000 0.000000 0.000000 0
15.0 0.000000 0.000000 0.000000 0
16.0 0.000000 0.000000 0.000000 0
17.0 0.000000 0.000000 0.000000 0
18.0 0.000000 0.000000 0.000000 0
19.0 0.995262 0.970776 0.982867 15364
20.0 0.835578 0.931280 0.880837 1266
avg / total 0.983106 0.967769 0.975099 16630
Classification report for turbine 22, turbine category 1
precision recall f1-score support
10 0.000000 0.000000 0.000000 2
11 0.058824 0.033333 0.042553 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 0.982890 0.976350 0.979609 15180
20 0.801310 0.898776 0.847249 1225
avg / total 0.956322 0.957486 0.956682 16630
Classification report for turbine 22, turbine category 2
precision recall f1-score support
19 0.994937 0.984770 0.989827 15364
20 0.835559 0.939179 0.884344 1266
avg / total 0.982804 0.981299 0.981797 16630
Classification report for turbine 22, turbine category 3
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 0.980451 0.973589 0.977008 15145
20 0.833461 0.864501 0.848697 1262
avg / total 0.956149 0.952255 0.954169 16630
Classification report for turbine 22, turbine category 4
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 0.000000 0.000000 0.000000 32
14 0.000000 0.000000 0.000000 27
15 0.000000 0.000000 0.000000 28
16 0.032258 0.033333 0.032787 30
17 0.000000 0.000000 0.000000 27
18 0.000000 0.000000 0.000000 29
19 0.981026 0.969497 0.975227 15146
20 0.771719 0.670683 0.717662 1245
avg / total 0.951316 0.933253 0.941988 16630
Classification report for turbine 22, turbine category 5
precision recall f1-score support
19 0.994937 0.984770 0.989827 15364
20 0.835559 0.939179 0.884344 1266
avg / total 0.982804 0.981299 0.981797 16630
Classification report for turbine 22, turbine category 6
precision recall f1-score support
10.0 0.000000 0.000000 0.000000 0
11.0 0.072464 0.161290 0.100000 31
12.0 0.000000 0.000000 0.000000 27
13.0 0.000000 0.000000 0.000000 33
14.0 0.000000 0.000000 0.000000 32
15.0 0.008032 0.080000 0.014599 25
16.0 0.017544 0.066667 0.027778 30
17.0 0.000000 0.000000 0.000000 25
18.0 0.000000 0.000000 0.000000 26
19.0 0.987345 0.928773 0.957164 15205
20.0 0.805041 0.908027 0.853438 1196
avg / total 0.960817 0.915033 0.936782 16630
Classification report for turbine 22, turbine category 7
precision recall f1-score support
19 0.994937 0.984770 0.989827 15364
20 0.835559 0.939179 0.884344 1266
avg / total 0.982804 0.981299 0.981797 16630
Classification report for turbine 22, turbine category 8
precision recall f1-score support
10.0 0.000000 0.000000 0.000000 0
11.0 0.000000 0.000000 0.000000 0
12.0 0.000000 0.000000 0.000000 0
13.0 0.000000 0.000000 0.000000 0
14.0 0.000000 0.000000 0.000000 0
15.0 0.000000 0.000000 0.000000 0
16.0 0.000000 0.000000 0.000000 0
17.0 0.000000 0.000000 0.000000 0
18.0 0.000000 0.000000 0.000000 0
19.0 0.994984 0.916753 0.954268 15364
20.0 0.771820 0.488942 0.598646 1266
avg / total 0.977996 0.884185 0.927196 16630
Classification report for turbine 22, turbine category 9
precision recall f1-score support
10 0.169557 0.282051 0.211793 312
11 0.015974 0.014045 0.014948 356
12 0.011204 0.015094 0.012862 265
13 0.005435 0.005263 0.005348 190
14 0.009434 0.007752 0.008511 129
15 0.000000 0.000000 0.000000 112
16 0.012295 0.026786 0.016854 112
17 0.006579 0.008403 0.007380 119
18 0.000000 0.000000 0.000000 112
19 0.897202 0.858669 0.877513 13854
20 0.696567 0.588400 0.637931 1069
avg / total 0.796178 0.759351 0.776831 16630
Classification report for turbine 22, turbine category 10
precision recall f1-score support
10 0.000000 0.000000 0.000000 263
11 0.000000 0.000000 0.000000 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 0.871741 0.956958 0.912364 13452
20 0.644746 0.915736 0.756711 985
avg / total 0.743339 0.828322 0.782831 16630
Classification report for turbine 22, turbine category 11
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 0.980419 0.942474 0.961072 15141
20 0.829893 0.926868 0.875704 1258
avg / total 0.955414 0.928202 0.941265 16630
Classification report for turbine 22, turbine category 12
precision recall f1-score support
19 0.994937 0.984770 0.989827 15364
20 0.835559 0.939179 0.884344 1266
avg / total 0.982804 0.981299 0.981797 16630
Classification report for turbine 22, turbine category 13
precision recall f1-score support
19 0.994937 0.984770 0.989827 15364
20 0.835559 0.939179 0.884344 1266
avg / total 0.982804 0.981299 0.981797 16630
------------------------------------------------------------------------
Classification report for turbine 22, turbine category 0
precision recall f1-score support
10.0 0.000000 0.000000 0.000000 0
11.0 0.000000 0.000000 0.000000 0
12.0 0.000000 0.000000 0.000000 0
13.0 0.000000 0.000000 0.000000 0
14.0 0.000000 0.000000 0.000000 0
15.0 0.000000 0.000000 0.000000 0
16.0 0.000000 0.000000 0.000000 0
17.0 0.000000 0.000000 0.000000 0
18.0 0.000000 0.000000 0.000000 0
19.0 0.992156 0.980958 0.986526 14442
20.0 0.952471 0.915905 0.933830 2188
avg / total 0.986935 0.972399 0.979592 16630
Classification report for turbine 22, turbine category 1
precision recall f1-score support
10.0 0.000000 0.000000 0.000000 0
11.0 0.000000 0.000000 0.000000 0
12.0 0.000000 0.000000 0.000000 0
13.0 0.000000 0.000000 0.000000 0
14.0 0.000000 0.000000 0.000000 0
15.0 0.000000 0.000000 0.000000 0
16.0 0.000000 0.000000 0.000000 0
17.0 0.000000 0.000000 0.000000 0
18.0 0.000000 0.000000 0.000000 0
19.0 0.990885 0.978535 0.984671 14442
20.0 0.947395 0.847806 0.894838 2188
avg / total 0.985163 0.961335 0.972852 16630
Classification report for turbine 22, turbine category 2
precision recall f1-score support
19 0.991015 0.992868 0.991941 14442
20 0.952337 0.940585 0.946424 2188
avg / total 0.985926 0.985989 0.985952 16630
Classification report for turbine 22, turbine category 3
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 0.974998 0.975067 0.975033 14198
20 0.954751 0.869108 0.909919 2185
avg / total 0.957857 0.946663 0.951995 16630
Classification report for turbine 22, turbine category 4
precision recall f1-score support
10.0 0.000000 0.000000 0.000000 0
11.0 0.000000 0.000000 0.000000 0
12.0 0.000000 0.000000 0.000000 0
13.0 0.000000 0.000000 0.000000 0
14.0 0.000000 0.000000 0.000000 0
15.0 0.000000 0.000000 0.000000 0
16.0 0.000000 0.000000 0.000000 0
17.0 0.000000 0.000000 0.000000 0
18.0 0.000000 0.000000 0.000000 0
19.0 0.990850 0.974796 0.982757 14442
20.0 0.949076 0.868830 0.907182 2188
avg / total 0.985354 0.960854 0.972814 16630
Classification report for turbine 22, turbine category 5
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 0.967171 0.992975 0.979903 14093
20 0.911152 0.939408 0.925065 2096
avg / total 0.934463 0.959892 0.947006 16630
Classification report for turbine 22, turbine category 6
precision recall f1-score support
10.0 0.000000 0.000000 0.000000 0
11.0 0.000000 0.000000 0.000000 0
12.0 0.000000 0.000000 0.000000 0
13.0 0.000000 0.000000 0.000000 0
14.0 0.000000 0.000000 0.000000 0
15.0 0.000000 0.000000 0.000000 0
16.0 0.000000 0.000000 0.000000 0
17.0 0.000000 0.000000 0.000000 0
18.0 0.000000 0.000000 0.000000 0
19.0 0.990930 0.968287 0.979477 14442
20.0 0.950455 0.859232 0.902544 2188
avg / total 0.985604 0.953939 0.969355 16630
Classification report for turbine 22, turbine category 7
precision recall f1-score support
19 0.991015 0.992868 0.991941 14442
20 0.952337 0.940585 0.946424 2188
avg / total 0.985926 0.985989 0.985952 16630
Classification report for turbine 22, turbine category 8
precision recall f1-score support
10.0 0.000000 0.000000 0.000000 0
11.0 0.000000 0.000000 0.000000 0
12.0 0.000000 0.000000 0.000000 0
13.0 0.000000 0.000000 0.000000 0
14.0 0.000000 0.000000 0.000000 0
15.0 0.000000 0.000000 0.000000 0
16.0 0.000000 0.000000 0.000000 0
17.0 0.000000 0.000000 0.000000 0
18.0 0.000000 0.000000 0.000000 0
19.0 0.991831 0.924803 0.957145 14442
20.0 0.930775 0.565356 0.703440 2188
avg / total 0.983798 0.877511 0.923765 16630
Classification report for turbine 22, turbine category 9
precision recall f1-score support
10 0.058737 0.769231 0.109141 52
11 0.000000 0.000000 0.000000 54
12 0.006289 0.018519 0.009390 54
13 0.006897 0.016129 0.009662 62
14 0.000000 0.000000 0.000000 56
15 0.000000 0.000000 0.000000 55
16 0.000000 0.000000 0.000000 56
17 0.000000 0.000000 0.000000 64
18 0.007782 0.035088 0.012739 57
19 0.963064 0.909182 0.935348 13995
20 0.922259 0.530353 0.673439 2125
avg / total 0.928571 0.835538 0.873647 16630
Classification report for turbine 22, turbine category 10
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 0.005128 0.023810 0.008439 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 0.969493 0.914969 0.941442 14136
20 0.949102 0.873278 0.909613 2178
avg / total 0.948413 0.892183 0.919406 16630
Classification report for turbine 22, turbine category 11
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 0.012346 0.011364 0.011834 88
14 0.000000 0.000000 0.000000 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 0.947939 0.961934 0.954885 13818
20 0.921354 0.913516 0.917418 2116
avg / total 0.904948 0.915574 0.910216 16630
Classification report for turbine 22, turbine category 12
precision recall f1-score support
19 0.991015 0.992868 0.991941 14442
20 0.952337 0.940585 0.946424 2188
avg / total 0.985926 0.985989 0.985952 16630
Classification report for turbine 22, turbine category 13
precision recall f1-score support
19 0.991015 0.992868 0.991941 14442
20 0.952337 0.940585 0.946424 2188
avg / total 0.985926 0.985989 0.985952 16630
------------------------------------------------------------------------
Classification report for turbine 22, turbine category 0
precision recall f1-score support
10.0 0.000000 0.000000 0.000000 0
11.0 0.000000 0.000000 0.000000 0
12.0 0.000000 0.000000 0.000000 0
13.0 0.000000 0.000000 0.000000 0
14.0 0.000000 0.000000 0.000000 0
15.0 0.000000 0.000000 0.000000 0
16.0 0.000000 0.000000 0.000000 0
17.0 0.000000 0.000000 0.000000 0
18.0 0.000000 0.000000 0.000000 0
19.0 0.996261 0.987253 0.991737 15925
20.0 0.863329 0.904965 0.883657 705
avg / total 0.990626 0.983764 0.987155 16630
Classification report for turbine 22, turbine category 1
precision recall f1-score support
11.0 0.000000 0.000000 0.000000 0
12.0 0.000000 0.000000 0.000000 0
13.0 0.000000 0.000000 0.000000 0
14.0 0.000000 0.000000 0.000000 0
15.0 0.000000 0.000000 0.000000 0
16.0 0.000000 0.000000 0.000000 0
17.0 0.000000 0.000000 0.000000 0
18.0 0.000000 0.000000 0.000000 0
19.0 0.996187 0.984364 0.990240 15925
20.0 0.863014 0.893617 0.878049 705
avg / total 0.990541 0.980517 0.985484 16630
Classification report for turbine 22, turbine category 2
precision recall f1-score support
19 0.996160 0.993658 0.994907 15925
20 0.864430 0.913475 0.888276 705
avg / total 0.990575 0.990259 0.990387 16630
Classification report for turbine 22, turbine category 3
precision recall f1-score support
10 0.000000 0.000000 0.000000 39
11 0.012346 0.027778 0.017094 36
12 0.000000 0.000000 0.000000 36
13 0.000000 0.000000 0.000000 36
14 0.045455 0.027778 0.034483 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 0.978733 0.973915 0.976318 15641
20 0.784893 0.722054 0.752164 662
avg / total 0.951897 0.944859 0.948309 16630
Classification report for turbine 22, turbine category 4
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 0.000000 0.000000 0.000000 35
18 0.000000 0.000000 0.000000 36
19 0.978534 0.978910 0.978722 15647
20 0.849108 0.894509 0.871217 692
avg / total 0.956026 0.958268 0.957122 16630
Classification report for turbine 22, turbine category 5
precision recall f1-score support
10.0 0.000000 0.000000 0.000000 0
11.0 0.000000 0.000000 0.000000 0
12.0 0.000000 0.000000 0.000000 0
13.0 0.000000 0.000000 0.000000 0
14.0 0.000000 0.000000 0.000000 0
15.0 0.000000 0.000000 0.000000 0
16.0 0.000000 0.000000 0.000000 0
17.0 0.000000 0.000000 0.000000 0
18.0 0.000000 0.000000 0.000000 0
19.0 0.996382 0.985808 0.991067 15925
20.0 0.866397 0.910638 0.887967 705
avg / total 0.990872 0.982622 0.986696 16630
Classification report for turbine 22, turbine category 6
precision recall f1-score support
10.0 0.000000 0.000000 0.000000 0
11.0 0.000000 0.000000 0.000000 0
12.0 0.000000 0.000000 0.000000 0
13.0 0.000000 0.000000 0.000000 0
14.0 0.000000 0.000000 0.000000 0
15.0 0.000000 0.000000 0.000000 0
16.0 0.000000 0.000000 0.000000 0
17.0 0.000000 0.000000 0.000000 0
18.0 0.000000 0.000000 0.000000 0
19.0 0.996162 0.977896 0.986945 15925
20.0 0.855556 0.764539 0.807491 705
avg / total 0.990201 0.968851 0.979337 16630
Classification report for turbine 22, turbine category 7
precision recall f1-score support
19 0.996160 0.993658 0.994907 15925
20 0.864430 0.913475 0.888276 705
avg / total 0.990575 0.990259 0.990387 16630
Classification report for turbine 22, turbine category 8
precision recall f1-score support
10 0.023256 0.004049 0.006897 247
11 0.000000 0.000000 0.000000 57
12 0.026786 0.056604 0.036364 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 0.981268 0.959046 0.970029 15676
20 0.417614 0.801090 0.549020 367
avg / total 0.934623 0.921948 0.926717 16630
Classification report for turbine 22, turbine category 9
precision recall f1-score support
10 0.087209 0.111940 0.098039 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 0.982372 0.911417 0.945565 15714
20 0.670051 0.692308 0.680997 572
avg / total 0.952011 0.885929 0.917695 16630
Classification report for turbine 22, turbine category 10
precision recall f1-score support
10 0.126866 0.395349 0.192090 43
11 0.000000 0.000000 0.000000 68
12 0.010101 0.014286 0.011834 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 0.007143 0.027778 0.011364 36
17 0.000000 0.000000 0.000000 36
18 0.006757 0.027778 0.010870 36
19 0.969489 0.931130 0.949923 15493
20 0.837793 0.745536 0.788976 672
avg / total 0.937460 0.898797 0.917452 16630
Classification report for turbine 22, turbine category 11
precision recall f1-score support
10 0.111111 0.052632 0.071429 19
11 0.000000 0.000000 0.000000 86
12 0.000000 0.000000 0.000000 89
13 0.000000 0.000000 0.000000 90
14 0.011494 0.011236 0.011364 89
15 0.000000 0.000000 0.000000 82
16 0.000000 0.000000 0.000000 97
17 0.036364 0.023256 0.028369 86
18 0.011628 0.010204 0.010870 98
19 0.951548 0.958243 0.954884 15207
20 0.845109 0.905386 0.874209 687
avg / total 0.905483 0.913951 0.909643 16630
Classification report for turbine 22, turbine category 12
precision recall f1-score support
19 0.996160 0.993658 0.994907 15925
20 0.864430 0.913475 0.888276 705
avg / total 0.990575 0.990259 0.990387 16630
Classification report for turbine 22, turbine category 13
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 0.983821 0.993768 0.988770 15726
20 0.852349 0.913669 0.881944 695
avg / total 0.965962 0.977931 0.971879 16630
------------------------------------------------------------------------
Classification report for turbine 22, turbine category 0
precision recall f1-score support
10.0 0.000000 0.000000 0.000000 0
11.0 0.000000 0.000000 0.000000 0
12.0 0.000000 0.000000 0.000000 0
13.0 0.000000 0.000000 0.000000 0
14.0 0.000000 0.000000 0.000000 0
15.0 0.000000 0.000000 0.000000 0
16.0 0.000000 0.000000 0.000000 0
17.0 0.000000 0.000000 0.000000 0
18.0 0.000000 0.000000 0.000000 0
19.0 0.997265 0.991105 0.994175 16188
20.0 0.813665 0.889140 0.849730 442
avg / total 0.992385 0.988394 0.990336 16630
Classification report for turbine 22, turbine category 1
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 0.982581 0.986647 0.984610 15951
20 0.699789 0.848718 0.767092 390
avg / total 0.958874 0.966266 0.962398 16630
Classification report for turbine 22, turbine category 2
precision recall f1-score support
19 0.997150 0.994379 0.995763 16188
20 0.813142 0.895928 0.852530 442
avg / total 0.992260 0.991762 0.991956 16630
Classification report for turbine 22, turbine category 3
precision recall f1-score support
10.0 0.000000 0.000000 0.000000 0
11.0 0.000000 0.000000 0.000000 0
12.0 0.000000 0.000000 0.000000 0
13.0 0.000000 0.000000 0.000000 0
14.0 0.000000 0.000000 0.000000 0
15.0 0.000000 0.000000 0.000000 0
16.0 0.000000 0.000000 0.000000 0
17.0 0.000000 0.000000 0.000000 0
18.0 0.000000 0.000000 0.000000 0
19.0 0.997079 0.969854 0.983278 16188
20.0 0.804054 0.807692 0.805869 442
avg / total 0.991948 0.965544 0.978563 16630
Classification report for turbine 22, turbine category 4
precision recall f1-score support
10 0.486486 0.428571 0.455696 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 0.000000 0.000000 0.000000 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 0.961988 0.974063 0.967988 15615
20 0.713626 0.855956 0.778338 361
avg / total 0.921223 0.935358 0.928106 16630
Classification report for turbine 22, turbine category 5
precision recall f1-score support
10.0 0.000000 0.000000 0.000000 0
11.0 0.000000 0.000000 0.000000 0
12.0 0.000000 0.000000 0.000000 0
13.0 0.000000 0.000000 0.000000 0
14.0 0.000000 0.000000 0.000000 0
15.0 0.000000 0.000000 0.000000 0
16.0 0.000000 0.000000 0.000000 0
17.0 0.000000 0.000000 0.000000 0
18.0 0.000000 0.000000 0.000000 0
19.0 0.997137 0.989622 0.993365 16188
20.0 0.814433 0.893665 0.852211 442
avg / total 0.992281 0.987072 0.989614 16630
Classification report for turbine 22, turbine category 6
precision recall f1-score support
10 0.000000 0.000000 0.000000 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 0.961373 0.987374 0.974200 15603
20 0.767816 0.799043 0.783118 418
avg / total 0.921302 0.946482 0.933721 16630
Classification report for turbine 22, turbine category 7
precision recall f1-score support
19 0.997150 0.994379 0.995763 16188
20 0.813142 0.895928 0.852530 442
avg / total 0.992260 0.991762 0.991956 16630
Classification report for turbine 22, turbine category 8
precision recall f1-score support
10.0 0.000000 0.000000 0.000000 0
11.0 0.000000 0.000000 0.000000 0
12.0 0.000000 0.000000 0.000000 0
13.0 0.000000 0.000000 0.000000 0
14.0 0.000000 0.000000 0.000000 0
15.0 0.000000 0.000000 0.000000 0
16.0 0.000000 0.000000 0.000000 0
17.0 0.000000 0.000000 0.000000 0
18.0 0.000000 0.000000 0.000000 0
19.0 0.997134 0.967198 0.981938 16188
20.0 0.789873 0.705882 0.745520 442
avg / total 0.991625 0.960253 0.975654 16630
Classification report for turbine 22, turbine category 9
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 35
13 0.021053 0.057143 0.030769 35
14 0.042735 0.138889 0.065359 36
15 0.000000 0.000000 0.000000 35
16 0.000000 0.000000 0.000000 36
17 0.010417 0.027778 0.015152 36
18 0.018349 0.055556 0.027586 36
19 0.980685 0.938687 0.959226 15902
20 0.810298 0.681093 0.740099 439
avg / total 0.959343 0.916176 0.937071 16630
Classification report for turbine 22, turbine category 10
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 0.011364 0.027778 0.016129 36
14 0.000000 0.000000 0.000000 35
15 0.016949 0.028571 0.021277 35
16 0.000000 0.000000 0.000000 36
17 0.010417 0.027778 0.015152 36
18 0.008547 0.027778 0.013072 36
19 0.980614 0.954342 0.967300 15901
20 0.810870 0.851598 0.830735 438
avg / total 0.959085 0.935177 0.946918 16630
Classification report for turbine 22, turbine category 11
precision recall f1-score support
10.0 0.000000 0.000000 0.000000 0
11.0 0.000000 0.000000 0.000000 0
12.0 0.000000 0.000000 0.000000 0
13.0 0.000000 0.000000 0.000000 0
14.0 0.000000 0.000000 0.000000 0
15.0 0.000000 0.000000 0.000000 0
16.0 0.000000 0.000000 0.000000 0
17.0 0.000000 0.000000 0.000000 0
18.0 0.000000 0.000000 0.000000 0
19.0 0.997288 0.954164 0.975249 16188
20.0 0.823276 0.864253 0.843267 442
avg / total 0.992663 0.951774 0.971742 16630
Classification report for turbine 22, turbine category 12
precision recall f1-score support
19 0.997150 0.994379 0.995763 16188
20 0.813142 0.895928 0.852530 442
avg / total 0.992260 0.991762 0.991956 16630
Classification report for turbine 22, turbine category 13
precision recall f1-score support
11.0 0.000000 0.000000 0.000000 0
12.0 0.000000 0.000000 0.000000 0
13.0 0.000000 0.000000 0.000000 0
15.0 0.000000 0.000000 0.000000 0
16.0 0.000000 0.000000 0.000000 0
17.0 0.000000 0.000000 0.000000 0
18.0 0.000000 0.000000 0.000000 0
19.0 0.997147 0.993081 0.995110 16188
20.0 0.812371 0.891403 0.850054 442
avg / total 0.992236 0.990379 0.991255 16630
------------------------------------------------------------------------
Classification report for turbine 23, turbine category 0
precision recall f1-score support
19 0.983736 0.987487 0.985608 14945
20 0.836681 0.797005 0.816361 1202
avg / total 0.972789 0.973308 0.973009 16147
Classification report for turbine 23, turbine category 1
precision recall f1-score support
19 0.983736 0.987487 0.985608 14945
20 0.836681 0.797005 0.816361 1202
avg / total 0.972789 0.973308 0.973009 16147
Classification report for turbine 23, turbine category 2
precision recall f1-score support
19 0.983736 0.987487 0.985608 14945
20 0.836681 0.797005 0.816361 1202
avg / total 0.972789 0.973308 0.973009 16147
Classification report for turbine 23, turbine category 3
precision recall f1-score support
19 0.983736 0.987487 0.985608 14945
20 0.836681 0.797005 0.816361 1202
avg / total 0.972789 0.973308 0.973009 16147
Classification report for turbine 23, turbine category 4
precision recall f1-score support
19 0.983736 0.987487 0.985608 14945
20 0.836681 0.797005 0.816361 1202
avg / total 0.972789 0.973308 0.973009 16147
Classification report for turbine 23, turbine category 5
precision recall f1-score support
10.0 0.000000 0.000000 0.000000 0
11.0 0.000000 0.000000 0.000000 0
12.0 0.000000 0.000000 0.000000 0
13.0 0.000000 0.000000 0.000000 0
14.0 0.000000 0.000000 0.000000 0
15.0 0.000000 0.000000 0.000000 0
16.0 0.000000 0.000000 0.000000 0
17.0 0.000000 0.000000 0.000000 0
18.0 0.000000 0.000000 0.000000 0
19.0 0.984072 0.963198 0.973523 14945
20.0 0.839539 0.787854 0.812876 1202
avg / total 0.973312 0.950146 0.961564 16147
Classification report for turbine 23, turbine category 6
precision recall f1-score support
19 0.983736 0.987487 0.985608 14945
20 0.836681 0.797005 0.816361 1202
avg / total 0.972789 0.973308 0.973009 16147
Classification report for turbine 23, turbine category 7
precision recall f1-score support
19 0.983736 0.987487 0.985608 14945
20 0.836681 0.797005 0.816361 1202
avg / total 0.972789 0.973308 0.973009 16147
Classification report for turbine 23, turbine category 8
precision recall f1-score support
10 0.492492 0.304833 0.376579 538
11 0.014815 0.025000 0.018605 240
12 0.030837 0.043750 0.036176 160
13 0.012605 0.044776 0.019672 134
14 0.009132 0.017241 0.011940 116
15 0.012346 0.032967 0.017964 91
16 0.003436 0.012346 0.005376 81
17 0.000000 0.000000 0.000000 58
18 0.000000 0.000000 0.000000 52
19 0.934739 0.873325 0.902989 13957
20 0.550725 0.475000 0.510067 720
avg / total 0.849711 0.787762 0.816821 16147
Classification report for turbine 23, turbine category 9
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 0.970502 0.969580 0.970041 14727
20 0.705479 0.597101 0.646782 1035
avg / total 0.930375 0.922586 0.926191 16147
Classification report for turbine 23, turbine category 10
precision recall f1-score support
12.0 0.000000 0.000000 0.000000 0
13.0 0.000000 0.000000 0.000000 0
14.0 0.000000 0.000000 0.000000 0
15.0 0.000000 0.000000 0.000000 0
16.0 0.000000 0.000000 0.000000 0
18.0 0.000000 0.000000 0.000000 0
19.0 0.983623 0.980596 0.982107 14945
20.0 0.836538 0.796173 0.815857 1202
avg / total 0.972674 0.966867 0.969731 16147
Classification report for turbine 23, turbine category 11
precision recall f1-score support
10 0.119048 0.238095 0.158730 21
11 0.023256 0.067227 0.034557 119
12 0.018405 0.027027 0.021898 111
13 0.006250 0.008696 0.007273 115
14 0.004386 0.008850 0.005865 113
15 0.008130 0.008475 0.008299 118
16 0.000000 0.000000 0.000000 106
17 0.039370 0.045455 0.042194 110
18 0.029851 0.033613 0.031621 119
19 0.935176 0.901452 0.918004 14115
20 0.783203 0.729091 0.755179 1100
avg / total 0.871920 0.839413 0.855211 16147
Classification report for turbine 23, turbine category 12
precision recall f1-score support
19 0.983736 0.987487 0.985608 14945
20 0.836681 0.797005 0.816361 1202
avg / total 0.972789 0.973308 0.973009 16147
Classification report for turbine 23, turbine category 13
precision recall f1-score support
19 0.983736 0.987487 0.985608 14945
20 0.836681 0.797005 0.816361 1202
avg / total 0.972789 0.973308 0.973009 16147
------------------------------------------------------------------------
Classification report for turbine 23, turbine category 0
precision recall f1-score support
19 0.987652 0.989814 0.988732 11879
20 0.971476 0.965558 0.968508 4268
avg / total 0.983376 0.983402 0.983386 16147
Classification report for turbine 23, turbine category 1
precision recall f1-score support
19 0.987652 0.989814 0.988732 11879
20 0.971476 0.965558 0.968508 4268
avg / total 0.983376 0.983402 0.983386 16147
Classification report for turbine 23, turbine category 2
precision recall f1-score support
19 0.987652 0.989814 0.988732 11879
20 0.971476 0.965558 0.968508 4268
avg / total 0.983376 0.983402 0.983386 16147
Classification report for turbine 23, turbine category 3
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 0.908190 0.989385 0.947050 10928
20 0.936587 0.968552 0.952301 4102
avg / total 0.852578 0.915650 0.882870 16147
Classification report for turbine 23, turbine category 4
precision recall f1-score support
19 0.987652 0.989814 0.988732 11879
20 0.971476 0.965558 0.968508 4268
avg / total 0.983376 0.983402 0.983386 16147
Classification report for turbine 23, turbine category 5
precision recall f1-score support
10.0 0.000000 0.000000 0.000000 0
11.0 0.000000 0.000000 0.000000 0
12.0 0.000000 0.000000 0.000000 0
13.0 0.000000 0.000000 0.000000 0
14.0 0.000000 0.000000 0.000000 0
15.0 0.000000 0.000000 0.000000 0
16.0 0.000000 0.000000 0.000000 0
17.0 0.000000 0.000000 0.000000 0
18.0 0.000000 0.000000 0.000000 0
19.0 0.987603 0.979123 0.983345 11879
20.0 0.970843 0.944002 0.957234 4268
avg / total 0.983173 0.969840 0.976443 16147
Classification report for turbine 23, turbine category 6
precision recall f1-score support
19 0.987652 0.989814 0.988732 11879
20 0.971476 0.965558 0.968508 4268
avg / total 0.983376 0.983402 0.983386 16147
Classification report for turbine 23, turbine category 7
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 0.972449 0.989741 0.981019 11697
20 0.946252 0.965368 0.955714 4158
avg / total 0.948117 0.965566 0.956762 16147
Classification report for turbine 23, turbine category 8
precision recall f1-score support
10 0.000696 0.200000 0.001388 5
11 0.000000 0.000000 0.000000 30
12 0.000000 0.000000 0.000000 34
13 0.000000 0.000000 0.000000 34
14 0.000000 0.000000 0.000000 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 0.971487 0.935880 0.953351 11650
20 0.952354 0.398452 0.561839 4264
avg / total 0.952416 0.780517 0.836207 16147
Classification report for turbine 23, turbine category 9
precision recall f1-score support
10 0.750424 0.133656 0.226899 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 0.000000 0.000000 0.000000 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 0.959099 0.900564 0.928910 11535
20 0.248665 0.800905 0.379503 1105
avg / total 0.855864 0.725522 0.736030 16147
Classification report for turbine 23, turbine category 10
precision recall f1-score support
10 0.074627 0.080645 0.077519 62
11 0.000000 0.000000 0.000000 102
12 0.181818 0.018519 0.033613 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 0.919808 0.985366 0.951459 11070
20 0.956647 0.952995 0.954817 4191
avg / total 0.880401 0.923329 0.900646 16147
Classification report for turbine 23, turbine category 11
precision recall f1-score support
10 0.000000 0.000000 0.000000 7
11 0.000000 0.000000 0.000000 29
12 0.000000 0.000000 0.000000 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 0.013514 0.040000 0.020202 25
19 0.971416 0.943369 0.957187 11672
20 0.968553 0.830675 0.894332 4264
avg / total 0.957987 0.901344 0.928112 16147
Classification report for turbine 23, turbine category 12
precision recall f1-score support
19 0.987652 0.989814 0.988732 11879
20 0.971476 0.965558 0.968508 4268
avg / total 0.983376 0.983402 0.983386 16147
Classification report for turbine 23, turbine category 13
precision recall f1-score support
19 0.987652 0.989814 0.988732 11879
20 0.971476 0.965558 0.968508 4268
avg / total 0.983376 0.983402 0.983386 16147
------------------------------------------------------------------------
Classification report for turbine 23, turbine category 0
precision recall f1-score support
19 0.972850 0.991002 0.981842 13559
20 0.947752 0.855100 0.899045 2588
avg / total 0.968827 0.969220 0.968572 16147
Classification report for turbine 23, turbine category 1
precision recall f1-score support
19 0.972850 0.991002 0.981842 13559
20 0.947752 0.855100 0.899045 2588
avg / total 0.968827 0.969220 0.968572 16147
Classification report for turbine 23, turbine category 2
precision recall f1-score support
19 0.972850 0.991002 0.981842 13559
20 0.947752 0.855100 0.899045 2588
avg / total 0.968827 0.969220 0.968572 16147
Classification report for turbine 23, turbine category 3
precision recall f1-score support
10 0.333333 0.022422 0.042017 223
11 0.000000 0.000000 0.000000 105
12 0.000000 0.000000 0.000000 104
13 0.012048 0.009091 0.010363 110
14 0.000000 0.000000 0.000000 104
15 0.000000 0.000000 0.000000 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 0.916381 0.961903 0.938590 12783
20 0.859490 0.839882 0.849573 2367
avg / total 0.856145 0.884994 0.868238 16147
Classification report for turbine 23, turbine category 4
precision recall f1-score support
19 0.972850 0.991002 0.981842 13559
20 0.947752 0.855100 0.899045 2588
avg / total 0.968827 0.969220 0.968572 16147
Classification report for turbine 23, turbine category 5
precision recall f1-score support
10.0 0.000000 0.000000 0.000000 0
11.0 0.000000 0.000000 0.000000 0
12.0 0.000000 0.000000 0.000000 0
13.0 0.000000 0.000000 0.000000 0
14.0 0.000000 0.000000 0.000000 0
15.0 0.000000 0.000000 0.000000 0
16.0 0.000000 0.000000 0.000000 0
17.0 0.000000 0.000000 0.000000 0
18.0 0.000000 0.000000 0.000000 0
19.0 0.972692 0.985102 0.978857 13559
20.0 0.947755 0.848145 0.895188 2588
avg / total 0.968695 0.963151 0.965447 16147
Classification report for turbine 23, turbine category 6
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 0.942948 0.990720 0.966244 13146
20 0.939615 0.854361 0.894962 2568
avg / total 0.917132 0.942466 0.928996 16147
Classification report for turbine 23, turbine category 7
precision recall f1-score support
10.0 0.000000 0.000000 0.000000 0
11.0 0.000000 0.000000 0.000000 0
12.0 0.000000 0.000000 0.000000 0
13.0 0.000000 0.000000 0.000000 0
14.0 0.000000 0.000000 0.000000 0
15.0 0.000000 0.000000 0.000000 0
16.0 0.000000 0.000000 0.000000 0
17.0 0.000000 0.000000 0.000000 0
18.0 0.000000 0.000000 0.000000 0
19.0 0.972762 0.985102 0.978893 13559
20.0 0.948155 0.833849 0.887336 2588
avg / total 0.968818 0.960860 0.964219 16147
Classification report for turbine 23, turbine category 8
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 0.011111 0.047619 0.018018 21
19 0.961057 0.914782 0.937349 13354
20 0.945245 0.634921 0.759611 2583
avg / total 0.946043 0.858178 0.896749 16147
Classification report for turbine 23, turbine category 9
precision recall f1-score support
10 0.000000 0.000000 0.000000 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 0.076923 0.043478 0.055556 23
19 0.967656 0.973009 0.970325 13375
20 0.871681 0.387186 0.536200 2544
avg / total 0.938981 0.867034 0.888306 16147
Classification report for turbine 23, turbine category 10
precision recall f1-score support
10.0 0.000000 0.000000 0.000000 0
11.0 0.000000 0.000000 0.000000 0
12.0 0.000000 0.000000 0.000000 0
13.0 0.000000 0.000000 0.000000 0
14.0 0.000000 0.000000 0.000000 0
15.0 0.000000 0.000000 0.000000 0
16.0 0.000000 0.000000 0.000000 0
17.0 0.000000 0.000000 0.000000 0
18.0 0.000000 0.000000 0.000000 0
19.0 0.971833 0.951693 0.961657 13559
20.0 0.948024 0.852782 0.897884 2588
avg / total 0.968017 0.935839 0.951436 16147
Classification report for turbine 23, turbine category 11
precision recall f1-score support
10 0.000000 0.000000 0.000000 16
11 0.014815 0.022472 0.017857 89
12 0.013605 0.025974 0.017857 77
13 0.010204 0.011905 0.010989 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 0.930817 0.947218 0.938946 12940
20 0.938397 0.792335 0.859203 2557
avg / total 0.894747 0.884870 0.888761 16147
Classification report for turbine 23, turbine category 12
precision recall f1-score support
19 0.972850 0.991002 0.981842 13559
20 0.947752 0.855100 0.899045 2588
avg / total 0.968827 0.969220 0.968572 16147
Classification report for turbine 23, turbine category 13
precision recall f1-score support
19 0.972850 0.991002 0.981842 13559
20 0.947752 0.855100 0.899045 2588
avg / total 0.968827 0.969220 0.968572 16147
------------------------------------------------------------------------
Classification report for turbine 23, turbine category 0
precision recall f1-score support
19 0.995975 0.994704 0.995339 15672
20 0.832323 0.867368 0.849485 475
avg / total 0.991161 0.990958 0.991048 16147
Classification report for turbine 23, turbine category 1
precision recall f1-score support
19 0.995975 0.994704 0.995339 15672
20 0.832323 0.867368 0.849485 475
avg / total 0.991161 0.990958 0.991048 16147
Classification report for turbine 23, turbine category 2
precision recall f1-score support
19 0.995975 0.994704 0.995339 15672
20 0.832323 0.867368 0.849485 475
avg / total 0.991161 0.990958 0.991048 16147
Classification report for turbine 23, turbine category 3
precision recall f1-score support
10 0.088710 0.098214 0.093220 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 0.008696 0.014925 0.010989 67
16 0.031088 0.090909 0.046332 66
17 0.000000 0.000000 0.000000 64
18 0.000000 0.000000 0.000000 63
19 0.962007 0.929739 0.945598 15115
20 0.703431 0.719298 0.711276 399
avg / total 0.918683 0.889205 0.903619 16147
Classification report for turbine 23, turbine category 4
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 0.985305 0.994647 0.989954 15505
20 0.549495 0.811940 0.655422 335
avg / total 0.957530 0.971945 0.964192 16147
Classification report for turbine 23, turbine category 5
precision recall f1-score support
10.0 0.000000 0.000000 0.000000 0
11.0 0.000000 0.000000 0.000000 0
12.0 0.000000 0.000000 0.000000 0
13.0 0.000000 0.000000 0.000000 0
14.0 0.000000 0.000000 0.000000 0
16.0 0.000000 0.000000 0.000000 0
17.0 0.000000 0.000000 0.000000 0
18.0 0.000000 0.000000 0.000000 0
19.0 0.995961 0.991194 0.993572 15672
20.0 0.831984 0.865263 0.848297 475
avg / total 0.991137 0.987490 0.989298 16147
Classification report for turbine 23, turbine category 6
precision recall f1-score support
11.0 0.000000 0.000000 0.000000 0
12.0 0.000000 0.000000 0.000000 0
13.0 0.000000 0.000000 0.000000 0
14.0 0.000000 0.000000 0.000000 0
15.0 0.000000 0.000000 0.000000 0
16.0 0.000000 0.000000 0.000000 0
17.0 0.000000 0.000000 0.000000 0
18.0 0.000000 0.000000 0.000000 0
19.0 0.995953 0.989216 0.992573 15672
20.0 0.831643 0.863158 0.847107 475
avg / total 0.991119 0.985508 0.988294 16147
Classification report for turbine 23, turbine category 7
precision recall f1-score support
10.0 0.000000 0.000000 0.000000 0
11.0 0.000000 0.000000 0.000000 0
12.0 0.000000 0.000000 0.000000 0
13.0 0.000000 0.000000 0.000000 0
14.0 0.000000 0.000000 0.000000 0
15.0 0.000000 0.000000 0.000000 0
16.0 0.000000 0.000000 0.000000 0
17.0 0.000000 0.000000 0.000000 0
18.0 0.000000 0.000000 0.000000 0
19.0 0.995964 0.991960 0.993958 15672
20.0 0.831984 0.865263 0.848297 475
avg / total 0.991140 0.988233 0.989673 16147
Classification report for turbine 23, turbine category 8
precision recall f1-score support
10 0.000000 0.000000 0.000000 4
11 0.000000 0.000000 0.000000 36
12 0.011765 0.030303 0.016949 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 0.978615 0.959930 0.969182 15398
20 0.799020 0.705628 0.749425 462
avg / total 0.956106 0.935654 0.945703 16147
Classification report for turbine 23, turbine category 9
precision recall f1-score support
10.0 0.000000 0.000000 0.000000 0
11.0 0.000000 0.000000 0.000000 0
12.0 0.000000 0.000000 0.000000 0
13.0 0.000000 0.000000 0.000000 0
14.0 0.000000 0.000000 0.000000 0
15.0 0.000000 0.000000 0.000000 0
16.0 0.000000 0.000000 0.000000 0
17.0 0.000000 0.000000 0.000000 0
18.0 0.000000 0.000000 0.000000 0
19.0 0.995943 0.971286 0.983460 15672
20.0 0.816038 0.728421 0.769744 475
avg / total 0.990651 0.964142 0.977173 16147
Classification report for turbine 23, turbine category 10
precision recall f1-score support
10 0.000000 0.000000 0.000000 4
11 0.083333 0.027778 0.041667 36
12 0.019231 0.027778 0.022727 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 34
18 0.000000 0.000000 0.000000 36
19 0.978030 0.974979 0.976502 15387
20 0.821501 0.861702 0.841121 470
avg / total 0.956137 0.954295 0.955167 16147
Classification report for turbine 23, turbine category 11
precision recall f1-score support
10 0.000000 0.000000 0.000000 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 0.000000 0.000000 0.000000 104
18 0.000000 0.000000 0.000000 102
19 0.947076 0.959855 0.953422 14896
20 0.786177 0.825397 0.805310 441
avg / total 0.895172 0.908032 0.901550 16147
Classification report for turbine 23, turbine category 12
precision recall f1-score support
19 0.995975 0.994704 0.995339 15672
20 0.832323 0.867368 0.849485 475
avg / total 0.991161 0.990958 0.991048 16147
Classification report for turbine 23, turbine category 13
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 0.982239 0.994695 0.988427 15456
20 0.808081 0.863931 0.835073 463
avg / total 0.963375 0.976900 0.970073 16147
------------------------------------------------------------------------
Classification report for turbine 23, turbine category 0
precision recall f1-score support
19 0.994411 0.992540 0.993474 15415
20 0.848883 0.882514 0.865372 732
avg / total 0.987813 0.987552 0.987667 16147
Classification report for turbine 23, turbine category 1
precision recall f1-score support
19 0.994411 0.992540 0.993474 15415
20 0.848883 0.882514 0.865372 732
avg / total 0.987813 0.987552 0.987667 16147
Classification report for turbine 23, turbine category 2
precision recall f1-score support
19 0.994411 0.992540 0.993474 15415
20 0.848883 0.882514 0.865372 732
avg / total 0.987813 0.987552 0.987667 16147
Classification report for turbine 23, turbine category 3
precision recall f1-score support
10.0 0.000000 0.000000 0.000000 0
11.0 0.000000 0.000000 0.000000 0
12.0 0.000000 0.000000 0.000000 0
13.0 0.000000 0.000000 0.000000 0
14.0 0.000000 0.000000 0.000000 0
15.0 0.000000 0.000000 0.000000 0
16.0 0.000000 0.000000 0.000000 0
17.0 0.000000 0.000000 0.000000 0
18.0 0.000000 0.000000 0.000000 0
19.0 0.994245 0.941421 0.967112 15415
20.0 0.840708 0.778689 0.808511 732
avg / total 0.987285 0.934043 0.959922 16147
Classification report for turbine 23, turbine category 4
precision recall f1-score support
10.0 0.000000 0.000000 0.000000 0
11.0 0.000000 0.000000 0.000000 0
12.0 0.000000 0.000000 0.000000 0
13.0 0.000000 0.000000 0.000000 0
14.0 0.000000 0.000000 0.000000 0
15.0 0.000000 0.000000 0.000000 0
16.0 0.000000 0.000000 0.000000 0
17.0 0.000000 0.000000 0.000000 0
18.0 0.000000 0.000000 0.000000 0
19.0 0.994456 0.989166 0.991804 15415
20.0 0.844595 0.853825 0.849185 732
avg / total 0.987663 0.983031 0.985339 16147
Classification report for turbine 23, turbine category 5
precision recall f1-score support
10.0 0.000000 0.000000 0.000000 0
12.0 0.000000 0.000000 0.000000 0
13.0 0.000000 0.000000 0.000000 0
14.0 0.000000 0.000000 0.000000 0
16.0 0.000000 0.000000 0.000000 0
17.0 0.000000 0.000000 0.000000 0
18.0 0.000000 0.000000 0.000000 0
19.0 0.994393 0.989491 0.991936 15415
20.0 0.847074 0.870219 0.858491 732
avg / total 0.987715 0.984084 0.985886 16147
Classification report for turbine 23, turbine category 6
precision recall f1-score support
10 0.000000 0.000000 0.000000 11
11 0.000000 0.000000 0.000000 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 0.000000 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 0.939479 0.988053 0.963154 14564
20 0.821918 0.845070 0.833333 710
avg / total 0.883516 0.928346 0.905372 16147
Classification report for turbine 23, turbine category 7
precision recall f1-score support
10.0 0.000000 0.000000 0.000000 0
11.0 0.000000 0.000000 0.000000 0
12.0 0.000000 0.000000 0.000000 0
13.0 0.000000 0.000000 0.000000 0
14.0 0.000000 0.000000 0.000000 0
15.0 0.000000 0.000000 0.000000 0
16.0 0.000000 0.000000 0.000000 0
17.0 0.000000 0.000000 0.000000 0
18.0 0.000000 0.000000 0.000000 0
19.0 0.994392 0.989166 0.991772 15415
20.0 0.847074 0.870219 0.858491 732
avg / total 0.987713 0.983774 0.985730 16147
Classification report for turbine 23, turbine category 8
precision recall f1-score support
10.0 0.000000 0.000000 0.000000 0
11.0 0.000000 0.000000 0.000000 0
12.0 0.000000 0.000000 0.000000 0
13.0 0.000000 0.000000 0.000000 0
14.0 0.000000 0.000000 0.000000 0
15.0 0.000000 0.000000 0.000000 0
16.0 0.000000 0.000000 0.000000 0
17.0 0.000000 0.000000 0.000000 0
18.0 0.000000 0.000000 0.000000 0
19.0 0.994615 0.958612 0.976282 15415
20.0 0.846264 0.804645 0.824930 732
avg / total 0.987890 0.951632 0.969420 16147
Classification report for turbine 23, turbine category 9
precision recall f1-score support
10 0.066176 0.041096 0.050704 219
11 0.000000 0.000000 0.000000 287
12 0.033333 0.006969 0.011527 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 0.035714 0.003472 0.006329 288
18 0.000000 0.000000 0.000000 287
19 0.845036 0.970059 0.903242 13126
20 0.519135 0.615385 0.563177 507
avg / total 0.705362 0.808633 0.752940 16147
Classification report for turbine 23, turbine category 10
precision recall f1-score support
10.0 0.000000 0.000000 0.000000 0
11.0 0.000000 0.000000 0.000000 0
12.0 0.000000 0.000000 0.000000 0
13.0 0.000000 0.000000 0.000000 0
14.0 0.000000 0.000000 0.000000 0
15.0 0.000000 0.000000 0.000000 0
16.0 0.000000 0.000000 0.000000 0
17.0 0.000000 0.000000 0.000000 0
18.0 0.000000 0.000000 0.000000 0
19.0 0.994314 0.975543 0.984839 15415
20.0 0.849333 0.870219 0.859649 732
avg / total 0.987741 0.970769 0.979164 16147
Classification report for turbine 23, turbine category 11
precision recall f1-score support
10 0.000000 0.000000 0.000000 14
11 0.035294 0.042254 0.038462 71
12 0.013158 0.014085 0.013605 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 0.017857 0.013889 0.015625 72
18 0.000000 0.000000 0.000000 72
19 0.959043 0.951494 0.955253 14864
20 0.823609 0.870875 0.846583 697
avg / total 0.918684 0.913792 0.916193 16147
Classification report for turbine 23, turbine category 12
precision recall f1-score support
19 0.994411 0.992540 0.993474 15415
20 0.848883 0.882514 0.865372 732
avg / total 0.987813 0.987552 0.987667 16147
Classification report for turbine 23, turbine category 13
precision recall f1-score support
10.0 0.000000 0.000000 0.000000 0
11.0 0.000000 0.000000 0.000000 0
12.0 0.000000 0.000000 0.000000 0
13.0 0.000000 0.000000 0.000000 0
14.0 0.000000 0.000000 0.000000 0
15.0 0.000000 0.000000 0.000000 0
16.0 0.000000 0.000000 0.000000 0
17.0 0.000000 0.000000 0.000000 0
18.0 0.000000 0.000000 0.000000 0
19.0 0.994389 0.988712 0.991543 15415
20.0 0.848883 0.882514 0.865372 732
avg / total 0.987793 0.983898 0.985823 16147
------------------------------------------------------------------------
Classification report for turbine 24, turbine category 0
precision recall f1-score support
19 0.968821 0.992797 0.980663 16244
20 0.867045 0.595164 0.705828 1282
avg / total 0.961377 0.963711 0.960559 17526
Classification report for turbine 24, turbine category 1
precision recall f1-score support
19 0.968821 0.992797 0.980663 16244
20 0.867045 0.595164 0.705828 1282
avg / total 0.961377 0.963711 0.960559 17526
Classification report for turbine 24, turbine category 2
precision recall f1-score support
19 0.968821 0.992797 0.980663 16244
20 0.867045 0.595164 0.705828 1282
avg / total 0.961377 0.963711 0.960559 17526
Classification report for turbine 24, turbine category 3
precision recall f1-score support
10 0.033557 0.030120 0.031746 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 0.000000 0.000000 0.000000 148
17 0.000000 0.000000 0.000000 144
18 0.000000 0.000000 0.000000 147
19 0.901880 0.973103 0.936139 15132
20 0.657064 0.471921 0.549312 1015
avg / total 0.817057 0.867796 0.840379 17526
Classification report for turbine 24, turbine category 4
precision recall f1-score support
11.0 0.000000 0.000000 0.000000 0
12.0 0.000000 0.000000 0.000000 0
13.0 0.000000 0.000000 0.000000 0
14.0 0.000000 0.000000 0.000000 0
15.0 0.000000 0.000000 0.000000 0
18.0 0.000000 0.000000 0.000000 0
19.0 0.968776 0.991320 0.979918 16244
20.0 0.865128 0.555382 0.676485 1282
avg / total 0.961195 0.959432 0.957723 17526
Classification report for turbine 24, turbine category 5
precision recall f1-score support
19 0.968821 0.992797 0.980663 16244
20 0.867045 0.595164 0.705828 1282
avg / total 0.961377 0.963711 0.960559 17526
Classification report for turbine 24, turbine category 6
precision recall f1-score support
10 0.571429 0.156863 0.246154 306
11 0.000000 0.000000 0.000000 52
12 0.031746 0.067797 0.043243 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 0.940745 0.977405 0.958725 15756
20 0.795115 0.541590 0.644310 1082
avg / total 0.904909 0.915098 0.906122 17526
Classification report for turbine 24, turbine category 7
precision recall f1-score support
19 0.968821 0.992797 0.980663 16244
20 0.867045 0.595164 0.705828 1282
avg / total 0.961377 0.963711 0.960559 17526
Classification report for turbine 24, turbine category 8
precision recall f1-score support
10 0.148454 0.296296 0.197802 243
11 0.018433 0.026846 0.021858 149
12 0.008000 0.006849 0.007380 146
13 0.029412 0.054054 0.038095 148
14 0.020619 0.013245 0.016129 151
15 0.000000 0.000000 0.000000 155
16 0.000000 0.000000 0.000000 155
17 0.000000 0.000000 0.000000 158
18 0.003289 0.006993 0.004474 143
19 0.889301 0.882984 0.886131 14921
20 0.785235 0.404494 0.533942 1157
avg / total 0.811692 0.783465 0.793156 17526
Classification report for turbine 24, turbine category 9
precision recall f1-score support
10 0.015385 0.001340 0.002466 746
11 0.000000 0.000000 0.000000 333
12 0.009259 0.005291 0.006734 189
13 0.000000 0.000000 0.000000 181
14 0.037037 0.005556 0.009662 180
15 0.000000 0.000000 0.000000 174
16 0.000000 0.000000 0.000000 183
17 0.010526 0.005747 0.007435 174
18 0.000000 0.000000 0.000000 169
19 0.865861 0.950107 0.906030 14471
20 0.488704 0.566116 0.524569 726
avg / total 0.736414 0.808171 0.770178 17526
Classification report for turbine 24, turbine category 10
precision recall f1-score support
10 0.163043 0.113636 0.133929 132
11 0.033058 0.021622 0.026144 185
12 0.000000 0.000000 0.000000 173
13 0.006369 0.006369 0.006369 157
14 0.038462 0.013423 0.019900 149
15 0.018182 0.014286 0.016000 140
16 0.020619 0.013605 0.016393 147
17 0.000000 0.000000 0.000000 143
18 0.013605 0.014184 0.013889 141
19 0.892138 0.943877 0.917278 14967
20 0.786845 0.541946 0.641828 1192
avg / total 0.817780 0.844517 0.828886 17526
Classification report for turbine 24, turbine category 11
precision recall f1-score support
10 0.061069 0.222222 0.095808 36
11 0.010101 0.009174 0.009615 218
12 0.010000 0.004950 0.006623 202
13 0.081871 0.065728 0.072917 213
14 0.022140 0.027523 0.024540 218
15 0.008403 0.004608 0.005952 217
16 0.009259 0.004545 0.006098 220
17 0.000000 0.000000 0.000000 195
18 0.014493 0.005376 0.007843 186
19 0.883503 0.930212 0.906256 14716
20 0.781481 0.572851 0.661097 1105
avg / total 0.793131 0.819126 0.804452 17526
Classification report for turbine 24, turbine category 12
precision recall f1-score support
19 0.968821 0.992797 0.980663 16244
20 0.867045 0.595164 0.705828 1282
avg / total 0.961377 0.963711 0.960559 17526
Classification report for turbine 24, turbine category 13
precision recall f1-score support
19 0.968821 0.992797 0.980663 16244
20 0.867045 0.595164 0.705828 1282
avg / total 0.961377 0.963711 0.960559 17526
------------------------------------------------------------------------
Classification report for turbine 24, turbine category 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 0.963389 0.991814 0.977395 11727
20 0.955804 0.943519 0.949622 5524
avg / total 0.945882 0.961029 0.953305 17526
Classification report for turbine 24, turbine category 1
precision recall f1-score support
19 0.973163 0.991812 0.982399 11846
20 0.982212 0.942958 0.962184 5680
avg / total 0.976096 0.975979 0.975848 17526
Classification report for turbine 24, turbine category 2
precision recall f1-score support
19 0.973163 0.991812 0.982399 11846
20 0.982212 0.942958 0.962184 5680
avg / total 0.976096 0.975979 0.975848 17526
Classification report for turbine 24, turbine category 3
precision recall f1-score support
10 0.523810 0.016634 0.032245 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 0.048193 0.044199 0.046110 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 0.797292 0.964157 0.872821 9709
20 0.287753 0.861432 0.431401 1732
avg / total 0.608965 0.624101 0.535148 17526
Classification report for turbine 24, turbine category 4
precision recall f1-score support
10 0.000000 0.000000 0.000000 26
11 0.012821 0.016949 0.014599 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 0.942554 0.979603 0.960721 11423
20 0.974697 0.844262 0.904803 5612
avg / total 0.926483 0.908878 0.915950 17526
Classification report for turbine 24, turbine category 5
precision recall f1-score support
19 0.973163 0.991812 0.982399 11846
20 0.982212 0.942958 0.962184 5680
avg / total 0.976096 0.975979 0.975848 17526
Classification report for turbine 24, turbine category 6
precision recall f1-score support
10 0.112260 0.095960 0.103472 792
11 0.000000 0.000000 0.000000 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 0.016949 0.010309 0.012821 97
17 0.000000 0.000000 0.000000 99
18 0.000000 0.000000 0.000000 94
19 0.946236 0.960986 0.953554 11483
20 0.775746 0.792835 0.784197 4494
avg / total 0.824054 0.837327 0.830596 17526
Classification report for turbine 24, turbine category 7
precision recall f1-score support
19 0.973163 0.991812 0.982399 11846
20 0.982212 0.942958 0.962184 5680
avg / total 0.976096 0.975979 0.975848 17526
Classification report for turbine 24, turbine category 8
precision recall f1-score support
10 0.000851 0.080000 0.001684 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 0.010101 0.010309 0.010204 97
16 0.006135 0.010870 0.007843 92
17 0.000000 0.000000 0.000000 96
18 0.000000 0.000000 0.000000 82
19 0.937069 0.880434 0.907869 11433
20 0.880102 0.519187 0.653100 5316
avg / total 0.878335 0.732055 0.790443 17526
Classification report for turbine 24, turbine category 9
precision recall f1-score support
10 0.039827 0.245562 0.068538 338
11 0.000000 0.000000 0.000000 64
12 0.000000 0.000000 0.000000 60
13 0.028169 0.031746 0.029851 63
14 0.000000 0.000000 0.000000 59
15 0.015625 0.015625 0.015625 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 0.946122 0.912279 0.928893 11434
20 0.916476 0.608316 0.731256 5267
avg / total 0.893603 0.782894 0.827259 17526
Classification report for turbine 24, turbine category 10
precision recall f1-score support
10 0.017094 0.043478 0.024540 92
11 0.000000 0.000000 0.000000 90
12 0.000000 0.000000 0.000000 83
13 0.019608 0.023256 0.021277 86
14 0.040000 0.034483 0.037037 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 0.024390 0.010417 0.014599 96
19 0.912518 0.953484 0.932552 11093
20 0.972885 0.906584 0.938565 5620
avg / total 0.890064 0.894785 0.891718 17526
Classification report for turbine 24, turbine category 11
precision recall f1-score support
10 0.000000 0.000000 0.000000 10
11 0.000000 0.000000 0.000000 60
12 0.000000 0.000000 0.000000 57
13 0.000000 0.000000 0.000000 61
14 0.035714 0.062500 0.045455 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 0.948114 0.937071 0.942560 11505
20 0.954946 0.885559 0.918944 5505
avg / total 0.922476 0.893530 0.907557 17526
Classification report for turbine 24, turbine category 12
precision recall f1-score support
19 0.973163 0.991812 0.982399 11846
20 0.982212 0.942958 0.962184 5680
avg / total 0.976096 0.975979 0.975848 17526
Classification report for turbine 24, turbine category 13
precision recall f1-score support
19 0.973163 0.991812 0.982399 11846
20 0.982212 0.942958 0.962184 5680
avg / total 0.976096 0.975979 0.975848 17526
------------------------------------------------------------------------
Classification report for turbine 24, turbine category 0
precision recall f1-score support
10.0 0.000000 0.000000 0.000000 0
11.0 0.000000 0.000000 0.000000 0
12.0 0.000000 0.000000 0.000000 0
14.0 0.000000 0.000000 0.000000 0
15.0 0.000000 0.000000 0.000000 0
19.0 0.927638 0.978661 0.952467 7545
20.0 0.984821 0.929566 0.956396 9981
avg / total 0.960204 0.950702 0.954705 17526
Classification report for turbine 24, turbine category 1
precision recall f1-score support
19 0.927801 0.981047 0.953682 7545
20 0.985023 0.942290 0.963183 9981
avg / total 0.960389 0.958975 0.959093 17526
Classification report for turbine 24, turbine category 2
precision recall f1-score support
19 0.927801 0.981047 0.953682 7545
20 0.985023 0.942290 0.963183 9981
avg / total 0.960389 0.958975 0.959093 17526
Classification report for turbine 24, turbine category 3
precision recall f1-score support
10 0.994798 0.540235 0.700213 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 0.000000 0.000000 0.000000 28
17 0.000000 0.000000 0.000000 34
18 0.000000 0.000000 0.000000 27
19 0.632130 0.948835 0.758760 3948
20 0.033161 0.726190 0.063426 168
avg / total 0.886174 0.624444 0.694832 17526
Classification report for turbine 24, turbine category 4
precision recall f1-score support
12.0 0.000000 0.000000 0.000000 0
14.0 0.000000 0.000000 0.000000 0
15.0 0.000000 0.000000 0.000000 0
16.0 0.000000 0.000000 0.000000 0
17.0 0.000000 0.000000 0.000000 0
18.0 0.000000 0.000000 0.000000 0
19.0 0.927527 0.975348 0.950837 7545
20.0 0.985020 0.942090 0.963077 9981
avg / total 0.960269 0.956408 0.957807 17526
Classification report for turbine 24, turbine category 5
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 0.798822 0.979256 0.879884 6508
20 0.974445 0.942177 0.958039 9875
avg / total 0.845679 0.894500 0.866537 17526
Classification report for turbine 24, turbine category 6
precision recall f1-score support
10.0 0.000000 0.000000 0.000000 0
11.0 0.000000 0.000000 0.000000 0
12.0 0.000000 0.000000 0.000000 0
13.0 0.000000 0.000000 0.000000 0
14.0 0.000000 0.000000 0.000000 0
15.0 0.000000 0.000000 0.000000 0
16.0 0.000000 0.000000 0.000000 0
17.0 0.000000 0.000000 0.000000 0
18.0 0.000000 0.000000 0.000000 0
19.0 0.926662 0.964612 0.945256 7545
20.0 0.983069 0.744615 0.847386 9981
avg / total 0.958785 0.839324 0.889520 17526
Classification report for turbine 24, turbine category 7
precision recall f1-score support
19 0.927801 0.981047 0.953682 7545
20 0.985023 0.942290 0.963183 9981
avg / total 0.960389 0.958975 0.959093 17526
Classification report for turbine 24, turbine category 8
precision recall f1-score support
10 0.011176 0.139706 0.020697 136
11 0.000000 0.000000 0.000000 78
12 0.142857 0.060000 0.084507 100
13 0.012821 0.010526 0.011561 95
14 0.000000 0.000000 0.000000 84
15 0.054054 0.023529 0.032787 85
16 0.000000 0.000000 0.000000 95
17 0.022727 0.010526 0.014388 95
18 0.000000 0.000000 0.000000 66
19 0.862093 0.862579 0.862336 7095
20 0.947512 0.829530 0.884605 9597
avg / total 0.869200 0.805090 0.834437 17526
Classification report for turbine 24, turbine category 9
precision recall f1-score support
10.0 0.000000 0.000000 0.000000 0
11.0 0.000000 0.000000 0.000000 0
12.0 0.000000 0.000000 0.000000 0
13.0 0.000000 0.000000 0.000000 0
14.0 0.000000 0.000000 0.000000 0
15.0 0.000000 0.000000 0.000000 0
16.0 0.000000 0.000000 0.000000 0
17.0 0.000000 0.000000 0.000000 0
18.0 0.000000 0.000000 0.000000 0
19.0 0.928040 0.909344 0.918597 7545
20.0 0.982130 0.688308 0.809378 9981
avg / total 0.958844 0.783465 0.856397 17526
Classification report for turbine 24, turbine category 10
precision recall f1-score support
10.0 0.000000 0.000000 0.000000 0
11.0 0.000000 0.000000 0.000000 0
12.0 0.000000 0.000000 0.000000 0
13.0 0.000000 0.000000 0.000000 0
14.0 0.000000 0.000000 0.000000 0
15.0 0.000000 0.000000 0.000000 0
16.0 0.000000 0.000000 0.000000 0
17.0 0.000000 0.000000 0.000000 0
18.0 0.000000 0.000000 0.000000 0
19.0 0.925486 0.928429 0.926955 7545
20.0 0.985128 0.935778 0.959819 9981
avg / total 0.959452 0.932614 0.945671 17526
Classification report for turbine 24, turbine category 11
precision recall f1-score support
10.0 0.000000 0.000000 0.000000 0
11.0 0.000000 0.000000 0.000000 0
12.0 0.000000 0.000000 0.000000 0
13.0 0.000000 0.000000 0.000000 0
14.0 0.000000 0.000000 0.000000 0
15.0 0.000000 0.000000 0.000000 0
16.0 0.000000 0.000000 0.000000 0
17.0 0.000000 0.000000 0.000000 0
18.0 0.000000 0.000000 0.000000 0
19.0 0.937681 0.903380 0.920211 7545
20.0 0.984869 0.926060 0.954560 9981
avg / total 0.964554 0.916296 0.939772 17526
Classification report for turbine 24, turbine category 12
precision recall f1-score support
19 0.927801 0.981047 0.953682 7545
20 0.985023 0.942290 0.963183 9981
avg / total 0.960389 0.958975 0.959093 17526
Classification report for turbine 24, turbine category 13
precision recall f1-score support
19 0.927801 0.981047 0.953682 7545
20 0.985023 0.942290 0.963183 9981
avg / total 0.960389 0.958975 0.959093 17526
------------------------------------------------------------------------
Classification report for turbine 24, turbine category 0
precision recall f1-score support
10.0 0.000000 0.000000 0.000000 0
11.0 0.000000 0.000000 0.000000 0
12.0 0.000000 0.000000 0.000000 0
13.0 0.000000 0.000000 0.000000 0
14.0 0.000000 0.000000 0.000000 0
15.0 0.000000 0.000000 0.000000 0
16.0 0.000000 0.000000 0.000000 0
19.0 0.995537 0.990761 0.993143 16885
20.0 0.855162 0.865835 0.860465 641
avg / total 0.990403 0.986192 0.988291 17526
Classification report for turbine 24, turbine category 1
precision recall f1-score support
19 0.995553 0.994433 0.994993 16885
20 0.857576 0.882995 0.870100 641
avg / total 0.990507 0.990357 0.990425 17526
Classification report for turbine 24, turbine category 2
precision recall f1-score support
19 0.995553 0.994433 0.994993 16885
20 0.857576 0.882995 0.870100 641
avg / total 0.990507 0.990357 0.990425 17526
Classification report for turbine 24, turbine category 3
precision recall f1-score support
10 0.027363 0.126437 0.044990 87
11 0.046296 0.027933 0.034843 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 0.006944 0.007576 0.007246 132
19 0.935596 0.945075 0.940311 15694
20 0.794258 0.559865 0.656775 593
avg / total 0.865333 0.866199 0.864876 17526
Classification report for turbine 24, turbine category 4
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 0.981373 0.984321 0.982844 16646
20 0.768760 0.862543 0.812955 582
avg / total 0.957626 0.963540 0.960491 17526
Classification report for turbine 24, turbine category 5
precision recall f1-score support
10 0.080000 0.200000 0.114286 10
11 0.037736 0.062500 0.047059 32
12 0.022222 0.038462 0.028169 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 0.982892 0.968563 0.975675 16668
20 0.805599 0.857616 0.830794 604
avg / total 0.962685 0.950987 0.956734 17526
Classification report for turbine 24, turbine category 6
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 0.024096 0.021739 0.022857 92
14 0.000000 0.000000 0.000000 100
15 0.000000 0.000000 0.000000 92
16 0.039216 0.020408 0.026846 98
17 0.040000 0.010526 0.016667 95
18 0.020408 0.010526 0.013889 95
19 0.952474 0.969224 0.960776 16149
20 0.771757 0.821678 0.795936 572
avg / total 0.903500 0.920233 0.911702 17526
Classification report for turbine 24, turbine category 7
precision recall f1-score support
19 0.995553 0.994433 0.994993 16885
20 0.857576 0.882995 0.870100 641
avg / total 0.990507 0.990357 0.990425 17526
Classification report for turbine 24, turbine category 8
precision recall f1-score support
10 0.008403 0.038462 0.013793 26
11 0.004505 0.032258 0.007905 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 0.004926 0.028571 0.008403 35
16 0.000000 0.000000 0.000000 27
17 0.000000 0.000000 0.000000 33
18 0.014634 0.083333 0.024896 36
19 0.981190 0.906876 0.942570 16623
20 0.845703 0.687302 0.758319 630
avg / total 0.961096 0.885199 0.921367 17526
Classification report for turbine 24, turbine category 9
precision recall f1-score support
10.0 0.000000 0.000000 0.000000 0
11.0 0.000000 0.000000 0.000000 0
12.0 0.000000 0.000000 0.000000 0
13.0 0.000000 0.000000 0.000000 0
14.0 0.000000 0.000000 0.000000 0
15.0 0.000000 0.000000 0.000000 0
16.0 0.000000 0.000000 0.000000 0
17.0 0.000000 0.000000 0.000000 0
18.0 0.000000 0.000000 0.000000 0
19.0 0.996096 0.951969 0.973533 16885
20.0 0.838521 0.672387 0.746320 641
avg / total 0.990333 0.941744 0.965223 17526
Classification report for turbine 24, turbine category 10
precision recall f1-score support
10 0.000000 0.000000 0.000000 98
11 0.017699 0.018692 0.018182 107
12 0.000000 0.000000 0.000000 82
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 71
17 0.000000 0.000000 0.000000 72
18 0.000000 0.000000 0.000000 71
19 0.958828 0.949161 0.953970 16267
20 0.731942 0.841328 0.782833 542
avg / total 0.912729 0.907166 0.909805 17526
Classification report for turbine 24, turbine category 11
precision recall f1-score support
10 0.000000 0.000000 0.000000 6
11 0.010363 0.055556 0.017467 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 0.000000 0.000000 0.000000 29
18 0.000000 0.000000 0.000000 28
19 0.980634 0.941286 0.960557 16623
20 0.855519 0.826019 0.840510 638
avg / total 0.961273 0.922972 0.941699 17526
Classification report for turbine 24, turbine category 12
precision recall f1-score support
19 0.995553 0.994433 0.994993 16885
20 0.857576 0.882995 0.870100 641
avg / total 0.990507 0.990357 0.990425 17526
Classification report for turbine 24, turbine category 13
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 0.836364 0.881789 0.858476 626
avg / total 0.962935 0.976435 0.969626 17526
------------------------------------------------------------------------
Classification report for turbine 24, turbine category 0
precision recall f1-score support
10.0 0.000000 0.000000 0.000000 0
11.0 0.000000 0.000000 0.000000 0
12.0 0.000000 0.000000 0.000000 0
13.0 0.000000 0.000000 0.000000 0
14.0 0.000000 0.000000 0.000000 0
15.0 0.000000 0.000000 0.000000 0
19.0 0.995420 0.992813 0.994115 16418
20.0 0.937153 0.915162 0.926027 1108
avg / total 0.991736 0.987904 0.989810 17526
Classification report for turbine 24, turbine category 1
precision recall f1-score support
19 0.995433 0.995736 0.995585 16418
20 0.936537 0.932310 0.934419 1108
avg / total 0.991710 0.991727 0.991718 17526
Classification report for turbine 24, turbine category 2
precision recall f1-score support
19 0.995433 0.995736 0.995585 16418
20 0.936537 0.932310 0.934419 1108
avg / total 0.991710 0.991727 0.991718 17526
Classification report for turbine 24, turbine category 3
precision recall f1-score support
10.0 0.000000 0.000000 0.000000 0
11.0 0.000000 0.000000 0.000000 0
12.0 0.000000 0.000000 0.000000 0
13.0 0.000000 0.000000 0.000000 0
14.0 0.000000 0.000000 0.000000 0
15.0 0.000000 0.000000 0.000000 0
16.0 0.000000 0.000000 0.000000 0
17.0 0.000000 0.000000 0.000000 0
18.0 0.000000 0.000000 0.000000 0
19.0 0.996090 0.946583 0.970706 16418
20.0 0.904523 0.487365 0.633431 1108
avg / total 0.990301 0.917551 0.949383 17526
Classification report for turbine 24, turbine category 4
precision recall f1-score support
10 0.000000 0.000000 0.000000 13
11 0.000000 0.000000 0.000000 72
12 0.027027 0.013889 0.018349 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 0.027778 0.013889 0.018519 72
19 0.962627 0.983368 0.972887 15873
20 0.901761 0.910196 0.905959 1069
avg / total 0.927063 0.946251 0.936538 17526
Classification report for turbine 24, turbine category 5
precision recall f1-score support
10 0.051282 0.200000 0.081633 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 0.000000 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 30
19 0.980099 0.977977 0.979037 16165
20 0.910546 0.902894 0.906704 1071
avg / total 0.959661 0.957321 0.958463 17526
Classification report for turbine 24, turbine category 6
precision recall f1-score support
10 0.228916 0.036893 0.063545 515
11 0.000000 0.000000 0.000000 561
12 0.044304 0.013109 0.020231 534
13 0.018182 0.005597 0.008559 536
14 0.013889 0.002016 0.003521 496
15 0.030612 0.006024 0.010067 498
16 0.018868 0.003992 0.006590 501
17 0.268817 0.049702 0.083893 503
18 0.000000 0.000000 0.000000 502
19 0.750686 0.951561 0.839271 12366
20 0.466019 0.840467 0.599584 514
avg / total 0.561486 0.699475 0.615485 17526
Classification report for turbine 24, turbine category 7
precision recall f1-score support
19 0.995433 0.995736 0.995585 16418
20 0.936537 0.932310 0.934419 1108
avg / total 0.991710 0.991727 0.991718 17526
Classification report for turbine 24, turbine category 8
precision recall f1-score support
10 0.016949 0.032258 0.022222 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 0.024390 0.041667 0.030769 72
16 0.000000 0.000000 0.000000 72
17 0.000000 0.000000 0.000000 70
18 0.008403 0.013889 0.010471 72
19 0.967437 0.936576 0.951756 15956
20 0.805637 0.860852 0.832329 963
avg / total 0.925205 0.900262 0.912439 17526
Classification report for turbine 24, turbine category 9
precision recall f1-score support
10 0.054545 0.047244 0.050633 127
11 0.000000 0.000000 0.000000 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 0.000000 0.000000 0.000000 105
16 0.000000 0.000000 0.000000 106
17 0.000000 0.000000 0.000000 107
18 0.068966 0.018519 0.029197 108
19 0.948907 0.979167 0.963799 15648
20 0.742349 0.835556 0.786200 900
avg / total 0.886168 0.917608 0.901443 17526
Classification report for turbine 24, turbine category 10
precision recall f1-score support
10 0.222222 0.063694 0.099010 157
11 0.000000 0.000000 0.000000 108
12 0.000000 0.000000 0.000000 107
13 0.000000 0.000000 0.000000 107
14 0.013158 0.009346 0.010929 107
15 0.000000 0.000000 0.000000 108
16 0.000000 0.000000 0.000000 97
17 0.021505 0.018519 0.019900 108
18 0.000000 0.000000 0.000000 107
19 0.941214 0.948304 0.944746 15533
20 0.839695 0.891591 0.864865 987
avg / total 0.883674 0.891418 0.887094 17526
Classification report for turbine 24, turbine category 11
precision recall f1-score support
10 0.000000 0.000000 0.000000 19
11 0.025000 0.018692 0.021390 107
12 0.018182 0.009346 0.012346 107
13 0.127273 0.072165 0.092105 97
14 0.012048 0.009346 0.010526 107
15 0.016393 0.009709 0.012195 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 0.949978 0.967404 0.958612 15646
20 0.868121 0.893555 0.880654 1024
avg / total 0.899935 0.916524 0.908088 17526
Classification report for turbine 24, turbine category 12
precision recall f1-score support
19 0.995433 0.995736 0.995585 16418
20 0.936537 0.932310 0.934419 1108
avg / total 0.991710 0.991727 0.991718 17526
Classification report for turbine 24, turbine category 13
precision recall f1-score support
10.0 0.000000 0.000000 0.000000 0
11.0 0.000000 0.000000 0.000000 0
12.0 0.000000 0.000000 0.000000 0
13.0 0.000000 0.000000 0.000000 0
14.0 0.000000 0.000000 0.000000 0
15.0 0.000000 0.000000 0.000000 0
16.0 0.000000 0.000000 0.000000 0
17.0 0.000000 0.000000 0.000000 0
18.0 0.000000 0.000000 0.000000 0
19.0 0.995424 0.993665 0.994544 16418
20.0 0.936073 0.925090 0.930549 1108
avg / total 0.991672 0.989330 0.990498 17526
------------------------------------------------------------------------
Classification report for turbine 25, turbine category 0
precision recall f1-score support
19 0.991755 0.987260 0.989503 16327
20 0.765502 0.835178 0.798824 813
avg / total 0.981023 0.980047 0.980458 17140
Classification report for turbine 25, turbine category 1
precision recall f1-score support
10.0 0.000000 0.000000 0.000000 0
11.0 0.000000 0.000000 0.000000 0
12.0 0.000000 0.000000 0.000000 0
13.0 0.000000 0.000000 0.000000 0
14.0 0.000000 0.000000 0.000000 0
15.0 0.000000 0.000000 0.000000 0
16.0 0.000000 0.000000 0.000000 0
17.0 0.000000 0.000000 0.000000 0
18.0 0.000000 0.000000 0.000000 0
19.0 0.991697 0.980217 0.985923 16327
20.0 0.764172 0.829028 0.795280 813
avg / total 0.980904 0.973046 0.976881 17140
Classification report for turbine 25, turbine category 2
precision recall f1-score support
19 0.991755 0.987260 0.989503 16327
20 0.765502 0.835178 0.798824 813
avg / total 0.981023 0.980047 0.980458 17140
Classification report for turbine 25, turbine category 3
precision recall f1-score support
10.0 0.000000 0.000000 0.000000 0
11.0 0.000000 0.000000 0.000000 0
12.0 0.000000 0.000000 0.000000 0
13.0 0.000000 0.000000 0.000000 0
14.0 0.000000 0.000000 0.000000 0
15.0 0.000000 0.000000 0.000000 0
16.0 0.000000 0.000000 0.000000 0
17.0 0.000000 0.000000 0.000000 0
18.0 0.000000 0.000000 0.000000 0
19.0 0.991547 0.962761 0.976942 16327
20.0 0.760694 0.809348 0.784267 813
avg / total 0.980597 0.955484 0.967803 17140
Classification report for turbine 25, turbine category 4
precision recall f1-score support
11.0 0.000000 0.000000 0.000000 0
12.0 0.000000 0.000000 0.000000 0
13.0 0.000000 0.000000 0.000000 0
14.0 0.000000 0.000000 0.000000 0
15.0 0.000000 0.000000 0.000000 0
16.0 0.000000 0.000000 0.000000 0
17.0 0.000000 0.000000 0.000000 0
18.0 0.000000 0.000000 0.000000 0
19.0 0.991729 0.969376 0.980425 16327
20.0 0.760694 0.809348 0.784267 813
avg / total 0.980770 0.961785 0.971121 17140
Classification report for turbine 25, turbine category 5
precision recall f1-score support
19 0.991755 0.987260 0.989503 16327
20 0.765502 0.835178 0.798824 813
avg / total 0.981023 0.980047 0.980458 17140
Classification report for turbine 25, turbine category 6
precision recall f1-score support
10.0 0.000000 0.000000 0.000000 0
11.0 0.000000 0.000000 0.000000 0
12.0 0.000000 0.000000 0.000000 0
13.0 0.000000 0.000000 0.000000 0
14.0 0.000000 0.000000 0.000000 0
15.0 0.000000 0.000000 0.000000 0
16.0 0.000000 0.000000 0.000000 0
17.0 0.000000 0.000000 0.000000 0
18.0 0.000000 0.000000 0.000000 0
19.0 0.991900 0.840081 0.909700 16327
20.0 0.762397 0.453875 0.569005 813
avg / total 0.981014 0.821762 0.893540 17140
Classification report for turbine 25, turbine category 7
precision recall f1-score support
10.0 0.000000 0.000000 0.000000 0
11.0 0.000000 0.000000 0.000000 0
12.0 0.000000 0.000000 0.000000 0
13.0 0.000000 0.000000 0.000000 0
14.0 0.000000 0.000000 0.000000 0
15.0 0.000000 0.000000 0.000000 0
16.0 0.000000 0.000000 0.000000 0
17.0 0.000000 0.000000 0.000000 0
18.0 0.000000 0.000000 0.000000 0
19.0 0.991678 0.970662 0.981057 16327
20.0 0.764368 0.817958 0.790255 813
avg / total 0.980896 0.963419 0.972007 17140
Classification report for turbine 25, turbine category 8
precision recall f1-score support
10 0.204545 0.047872 0.077586 188
11 0.000000 0.000000 0.000000 147
12 0.005747 0.006757 0.006211 148
13 0.018634 0.019608 0.019108 153
14 0.019231 0.013986 0.016194 143
15 0.012821 0.006623 0.008734 151
16 0.019608 0.014815 0.016878 135
17 0.044776 0.041096 0.042857 146
18 0.000000 0.000000 0.000000 131
19 0.923067 0.925989 0.924526 15160
20 0.583229 0.730408 0.648573 638
avg / total 0.841413 0.847608 0.843652 17140
Classification report for turbine 25, turbine category 9
precision recall f1-score support
10 0.500000 0.005376 0.010638 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 0.975528 0.982694 0.979098 16064
20 0.506229 0.785589 0.615702 569
avg / total 0.936519 0.947141 0.938188 17140
Classification report for turbine 25, turbine category 10
precision recall f1-score support
10.0 0.000000 0.000000 0.000000 0
11.0 0.000000 0.000000 0.000000 0
12.0 0.000000 0.000000 0.000000 0
13.0 0.000000 0.000000 0.000000 0
14.0 0.000000 0.000000 0.000000 0
15.0 0.000000 0.000000 0.000000 0
16.0 0.000000 0.000000 0.000000 0
17.0 0.000000 0.000000 0.000000 0
18.0 0.000000 0.000000 0.000000 0
19.0 0.992207 0.951430 0.971391 16327
20.0 0.762573 0.801968 0.781775 813
avg / total 0.981315 0.944341 0.962397 17140
Classification report for turbine 25, turbine category 11
precision recall f1-score support
10 0.012346 0.052632 0.020000 19
11 0.000000 0.000000 0.000000 108
12 0.012270 0.016129 0.013937 124
13 0.011429 0.016393 0.013468 122
14 0.006410 0.007752 0.007018 129
15 0.005952 0.007812 0.006757 128
16 0.013333 0.015504 0.014337 129
17 0.000000 0.000000 0.000000 115
18 0.008065 0.015873 0.010695 126
19 0.938449 0.904827 0.921331 15435
20 0.648101 0.726241 0.684950 705
avg / total 0.872191 0.845333 0.858364 17140
Classification report for turbine 25, turbine category 12
precision recall f1-score support
19 0.991755 0.987260 0.989503 16327
20 0.765502 0.835178 0.798824 813
avg / total 0.981023 0.980047 0.980458 17140
Classification report for turbine 25, turbine category 13
precision recall f1-score support
19 0.991755 0.987260 0.989503 16327
20 0.765502 0.835178 0.798824 813
avg / total 0.981023 0.980047 0.980458 17140
------------------------------------------------------------------------
Classification report for turbine 25, turbine category 0
precision recall f1-score support
19 0.994050 0.991540 0.992793 15839
20 0.900075 0.927748 0.913702 1301
avg / total 0.986917 0.986698 0.986790 17140
Classification report for turbine 25, turbine category 1
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 0.977974 0.987657 0.982792 15555
20 0.752817 0.922652 0.829127 1086
avg / total 0.935236 0.954784 0.944443 17140
Classification report for turbine 25, turbine category 2
precision recall f1-score support
19 0.994050 0.991540 0.992793 15839
20 0.900075 0.927748 0.913702 1301
avg / total 0.986917 0.986698 0.986790 17140
Classification report for turbine 25, turbine category 3
precision recall f1-score support
10 0.000000 0.000000 0.000000 92
11 0.000000 0.000000 0.000000 96
12 0.000000 0.000000 0.000000 85
13 0.000000 0.000000 0.000000 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 0.962789 0.976430 0.969561 15316
20 0.699700 0.920039 0.794883 1013
avg / total 0.901684 0.926896 0.913362 17140
Classification report for turbine 25, turbine category 4
precision recall f1-score support
11.0 0.000000 0.000000 0.000000 0
12.0 0.000000 0.000000 0.000000 0
13.0 0.000000 0.000000 0.000000 0
14.0 0.000000 0.000000 0.000000 0
15.0 0.000000 0.000000 0.000000 0
16.0 0.000000 0.000000 0.000000 0
17.0 0.000000 0.000000 0.000000 0
18.0 0.000000 0.000000 0.000000 0
19.0 0.994009 0.984595 0.989279 15839
20.0 0.900000 0.920061 0.909920 1301
avg / total 0.986873 0.979697 0.983256 17140
Classification report for turbine 25, turbine category 5
precision recall f1-score support
19 0.994050 0.991540 0.992793 15839
20 0.900075 0.927748 0.913702 1301
avg / total 0.986917 0.986698 0.986790 17140
Classification report for turbine 25, turbine category 6
precision recall f1-score support
10.0 0.000000 0.000000 0.000000 0
11.0 0.000000 0.000000 0.000000 0
12.0 0.000000 0.000000 0.000000 0
13.0 0.000000 0.000000 0.000000 0
14.0 0.000000 0.000000 0.000000 0
15.0 0.000000 0.000000 0.000000 0
16.0 0.000000 0.000000 0.000000 0
17.0 0.000000 0.000000 0.000000 0
18.0 0.000000 0.000000 0.000000 0
19.0 0.994499 0.878843 0.933101 15839
20.0 0.877720 0.651038 0.747573 1301
avg / total 0.985635 0.861552 0.919019 17140
Classification report for turbine 25, turbine category 7
precision recall f1-score support
10.0 0.000000 0.000000 0.000000 0
11.0 0.000000 0.000000 0.000000 0
12.0 0.000000 0.000000 0.000000 0
13.0 0.000000 0.000000 0.000000 0
14.0 0.000000 0.000000 0.000000 0
15.0 0.000000 0.000000 0.000000 0
16.0 0.000000 0.000000 0.000000 0
17.0 0.000000 0.000000 0.000000 0
18.0 0.000000 0.000000 0.000000 0
19.0 0.993995 0.982322 0.988124 15839
20.0 0.900075 0.927748 0.913702 1301
avg / total 0.986866 0.978180 0.982475 17140
Classification report for turbine 25, turbine category 8
precision recall f1-score support
10 0.051780 0.065844 0.057971 243
11 0.000000 0.000000 0.000000 54
12 0.027972 0.072727 0.040404 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 0.011765 0.020408 0.014925 49
18 0.000000 0.000000 0.000000 55
19 0.964537 0.935622 0.949860 15378
20 0.762277 0.635349 0.693049 1075
avg / total 0.914049 0.880513 0.896675 17140
Classification report for turbine 25, turbine category 9
precision recall f1-score support
10.0 0.000000 0.000000 0.000000 0
11.0 0.000000 0.000000 0.000000 0
12.0 0.000000 0.000000 0.000000 0
13.0 0.000000 0.000000 0.000000 0
14.0 0.000000 0.000000 0.000000 0
15.0 0.000000 0.000000 0.000000 0
16.0 0.000000 0.000000 0.000000 0
17.0 0.000000 0.000000 0.000000 0
18.0 0.000000 0.000000 0.000000 0
19.0 0.994527 0.963697 0.978869 15839
20.0 0.904571 0.867025 0.885400 1301
avg / total 0.987699 0.956359 0.971775 17140
Classification report for turbine 25, turbine category 10
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 0.980267 0.976564 0.978412 15617
20 0.881589 0.906520 0.893881 1273
avg / total 0.958641 0.957118 0.957863 17140
Classification report for turbine 25, turbine category 11
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 0.000000 0.000000 0.000000 55
17 0.033333 0.066667 0.044444 60
18 0.000000 0.000000 0.000000 58
19 0.968257 0.942374 0.955140 15375
20 0.897959 0.890272 0.894099 1285
avg / total 0.935988 0.912310 0.923971 17140
Classification report for turbine 25, turbine category 12
precision recall f1-score support
19 0.994050 0.991540 0.992793 15839
20 0.900075 0.927748 0.913702 1301
avg / total 0.986917 0.986698 0.986790 17140
Classification report for turbine 25, turbine category 13
precision recall f1-score support
19 0.994050 0.991540 0.992793 15839
20 0.900075 0.927748 0.913702 1301
avg / total 0.986917 0.986698 0.986790 17140
------------------------------------------------------------------------
Classification report for turbine 25, turbine category 0
precision recall f1-score support
19 0.979481 0.993559 0.986470 14750
20 0.956382 0.871548 0.911996 2390
avg / total 0.976260 0.976546 0.976086 17140
Classification report for turbine 25, turbine category 1
precision recall f1-score support
10.0 0.000000 0.000000 0.000000 0
11.0 0.000000 0.000000 0.000000 0
12.0 0.000000 0.000000 0.000000 0
13.0 0.000000 0.000000 0.000000 0
14.0 0.000000 0.000000 0.000000 0
15.0 0.000000 0.000000 0.000000 0
16.0 0.000000 0.000000 0.000000 0
17.0 0.000000 0.000000 0.000000 0
18.0 0.000000 0.000000 0.000000 0
19.0 0.979372 0.984949 0.982153 14750
20.0 0.956804 0.861925 0.906890 2390
avg / total 0.976225 0.967795 0.971658 17140
Classification report for turbine 25, turbine category 2
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 0.963909 0.993593 0.978526 14515
20 0.950872 0.870900 0.909131 2378
avg / total 0.948209 0.962252 0.954797 17140
Classification report for turbine 25, turbine category 3
precision recall f1-score support
10.0 0.000000 0.000000 0.000000 0
11.0 0.000000 0.000000 0.000000 0
12.0 0.000000 0.000000 0.000000 0
13.0 0.000000 0.000000 0.000000 0
14.0 0.000000 0.000000 0.000000 0
15.0 0.000000 0.000000 0.000000 0
16.0 0.000000 0.000000 0.000000 0
17.0 0.000000 0.000000 0.000000 0
18.0 0.000000 0.000000 0.000000 0
19.0 0.979083 0.974237 0.976654 14750
20.0 0.953181 0.783682 0.860161 2390
avg / total 0.975471 0.947666 0.960410 17140
Classification report for turbine 25, turbine category 4
precision recall f1-score support
11.0 0.000000 0.000000 0.000000 0
12.0 0.000000 0.000000 0.000000 0
13.0 0.000000 0.000000 0.000000 0
15.0 0.000000 0.000000 0.000000 0
16.0 0.000000 0.000000 0.000000 0
17.0 0.000000 0.000000 0.000000 0
18.0 0.000000 0.000000 0.000000 0
19.0 0.979403 0.989695 0.984522 14750
20.0 0.957682 0.871130 0.912358 2390
avg / total 0.976374 0.973162 0.974459 17140
Classification report for turbine 25, turbine category 5
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 0.959163 0.993424 0.975993 14446
20 0.885675 0.863087 0.874235 2235
avg / total 0.923895 0.949825 0.936587 17140
Classification report for turbine 25, turbine category 6
precision recall f1-score support
10 0.008920 0.290323 0.017308 31
11 0.000000 0.000000 0.000000 99
12 0.013514 0.024691 0.017467 81
13 0.000000 0.000000 0.000000 92
14 0.044643 0.063291 0.052356 79
15 0.000000 0.000000 0.000000 90
16 0.010870 0.010989 0.010929 91
17 0.000000 0.000000 0.000000 93
18 0.012048 0.011236 0.011628 89
19 0.930927 0.933314 0.932119 14036
20 0.933333 0.480712 0.634583 2359
avg / total 0.891201 0.831505 0.851127 17140
Classification report for turbine 25, turbine category 7
precision recall f1-score support
10.0 0.000000 0.000000 0.000000 0
11.0 0.000000 0.000000 0.000000 0
12.0 0.000000 0.000000 0.000000 0
13.0 0.000000 0.000000 0.000000 0
14.0 0.000000 0.000000 0.000000 0
15.0 0.000000 0.000000 0.000000 0
16.0 0.000000 0.000000 0.000000 0
17.0 0.000000 0.000000 0.000000 0
18.0 0.000000 0.000000 0.000000 0
19.0 0.979361 0.984407 0.981877 14750
20.0 0.958967 0.870293 0.912481 2390
avg / total 0.976517 0.968495 0.972201 17140
Classification report for turbine 25, turbine category 8
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 0.962609 0.951065 0.956802 14509
20 0.941528 0.594130 0.728535 2385
avg / total 0.945860 0.887748 0.911307 17140
Classification report for turbine 25, turbine category 9
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 0.963241 0.990072 0.976472 14504
20 0.949286 0.811448 0.874972 2376
avg / total 0.946695 0.950292 0.947590 17140
Classification report for turbine 25, turbine category 10
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 0.960584 0.976646 0.968549 14473
20 0.951276 0.862432 0.904678 2377
avg / total 0.943041 0.944282 0.943304 17140
Classification report for turbine 25, turbine category 11
precision recall f1-score support
10 0.000000 0.000000 0.000000 6
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 30
15 0.000000 0.000000 0.000000 30
16 0.000000 0.000000 0.000000 29
17 0.011765 0.032258 0.017241 31
18 0.000000 0.000000 0.000000 26
19 0.962911 0.944337 0.953534 14516
20 0.957176 0.852473 0.901796 2386
avg / total 0.948763 0.918495 0.933122 17140
Classification report for turbine 25, turbine category 12
precision recall f1-score support
19 0.979481 0.993559 0.986470 14750
20 0.956382 0.871548 0.911996 2390
avg / total 0.976260 0.976546 0.976086 17140
Classification report for turbine 25, turbine category 13
precision recall f1-score support
19 0.979481 0.993559 0.986470 14750
20 0.956382 0.871548 0.911996 2390
avg / total 0.976260 0.976546 0.976086 17140
------------------------------------------------------------------------
Classification report for turbine 25, turbine category 0
precision recall f1-score support
19 0.989799 0.991916 0.990856 14967
20 0.943484 0.929590 0.936486 2173
avg / total 0.983928 0.984014 0.983963 17140
Classification report for turbine 25, turbine category 1
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 0.937316 0.985966 0.961026 14180
20 0.590426 0.888000 0.709265 1375
avg / total 0.822810 0.886931 0.851959 17140
Classification report for turbine 25, turbine category 2
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 0.970902 0.990806 0.980753 14683
20 0.938289 0.928737 0.933488 2161
avg / total 0.950023 0.965869 0.957857 17140
Classification report for turbine 25, turbine category 3
precision recall f1-score support
10 0.098592 0.184211 0.128440 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 0.970365 0.976975 0.973659 14680
20 0.927981 0.893627 0.910480 2134
avg / total 0.946851 0.948425 0.947559 17140
Classification report for turbine 25, turbine category 4
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 0.960321 0.988294 0.974107 14522
20 0.924122 0.930222 0.927162 2121
avg / total 0.927996 0.952450 0.940052 17140
Classification report for turbine 25, turbine category 5
precision recall f1-score support
10.0 0.000000 0.000000 0.000000 0
11.0 0.000000 0.000000 0.000000 0
12.0 0.000000 0.000000 0.000000 0
13.0 0.000000 0.000000 0.000000 0
14.0 0.000000 0.000000 0.000000 0
15.0 0.000000 0.000000 0.000000 0
16.0 0.000000 0.000000 0.000000 0
17.0 0.000000 0.000000 0.000000 0
18.0 0.000000 0.000000 0.000000 0
19.0 0.989948 0.973809 0.981812 14967
20.0 0.922780 0.659917 0.769520 2173
avg / total 0.981432 0.934014 0.954898 17140
Classification report for turbine 25, turbine category 6
precision recall f1-score support
10 0.000000 0.000000 0.000000 5
11 0.000000 0.000000 0.000000 36
12 0.007519 0.027778 0.011834 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 0.015152 0.027778 0.019608 36
19 0.975247 0.930695 0.952450 14732
20 0.936785 0.812382 0.870159 2116
avg / total 0.953932 0.900350 0.926131 17140
Classification report for turbine 25, turbine category 7
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 0.978107 0.987628 0.982844 14792
20 0.893975 0.930481 0.911863 2057
avg / total 0.951404 0.964002 0.957639 17140
Classification report for turbine 25, turbine category 8
precision recall f1-score support
10 0.009677 0.068182 0.016949 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 0.956735 0.958719 0.957726 14462
20 0.923077 0.755994 0.831223 2127
avg / total 0.921827 0.902917 0.911283 17140
Classification report for turbine 25, turbine category 9
precision recall f1-score support
10 0.489796 0.047059 0.085868 510
11 0.028571 0.005236 0.008850 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 0.000000 0.000000 0.000000 143
17 0.000000 0.000000 0.000000 154
18 0.000000 0.000000 0.000000 150
19 0.904145 0.990084 0.945165 13614
20 0.764188 0.911851 0.831515 1713
avg / total 0.809413 0.878996 0.836485 17140
Classification report for turbine 25, turbine category 10
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 0.105263 0.028986 0.045455 69
17 0.017241 0.014085 0.015504 71
18 0.000000 0.000000 0.000000 72
19 0.950821 0.975910 0.963202 14363
20 0.914122 0.918945 0.916527 2085
avg / total 0.908464 0.929755 0.918884 17140
Classification report for turbine 25, turbine category 11
precision recall f1-score support
10 0.023810 0.071429 0.035714 14
11 0.033333 0.053571 0.041096 56
12 0.009615 0.016667 0.012195 60
13 0.000000 0.000000 0.000000 63
14 0.000000 0.000000 0.000000 85
15 0.015873 0.020619 0.017937 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 0.951261 0.941999 0.946607 14379
20 0.910345 0.883365 0.896652 2092
avg / total 0.909389 0.898483 0.903870 17140
Classification report for turbine 25, turbine category 12
precision recall f1-score support
19 0.989799 0.991916 0.990856 14967
20 0.943484 0.929590 0.936486 2173
avg / total 0.983928 0.984014 0.983963 17140
Classification report for turbine 25, turbine category 13
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 0.910727 0.995119 0.951055 13727
20 0.796357 0.938877 0.861764 1816
avg / total 0.813754 0.896441 0.852981 17140
------------------------------------------------------------------------
Classification report for turbine 25, turbine category 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 0.978793 0.994264 0.986468 15690
20 0.858569 0.914083 0.885457 1129
avg / total 0.952543 0.970362 0.961339 17140
Classification report for turbine 25, turbine category 1
precision recall f1-score support
10.0 0.000000 0.000000 0.000000 0
11.0 0.000000 0.000000 0.000000 0
12.0 0.000000 0.000000 0.000000 0
13.0 0.000000 0.000000 0.000000 0
14.0 0.000000 0.000000 0.000000 0
15.0 0.000000 0.000000 0.000000 0
16.0 0.000000 0.000000 0.000000 0
17.0 0.000000 0.000000 0.000000 0
18.0 0.000000 0.000000 0.000000 0
19.0 0.993424 0.976465 0.984872 15934
20.0 0.922014 0.774461 0.841821 1206
avg / total 0.988399 0.962252 0.974806 17140
Classification report for turbine 25, turbine category 2
precision recall f1-score support
10.0 0.000000 0.000000 0.000000 0
11.0 0.000000 0.000000 0.000000 0
12.0 0.000000 0.000000 0.000000 0
13.0 0.000000 0.000000 0.000000 0
14.0 0.000000 0.000000 0.000000 0
15.0 0.000000 0.000000 0.000000 0
16.0 0.000000 0.000000 0.000000 0
17.0 0.000000 0.000000 0.000000 0
18.0 0.000000 0.000000 0.000000 0
19.0 0.993391 0.971570 0.982359 15934
20.0 0.913924 0.898010 0.905897 1206
avg / total 0.987799 0.966394 0.976979 17140
Classification report for turbine 25, turbine category 3
precision recall f1-score support
10 0.090909 0.037975 0.053571 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 0.076923 0.027778 0.040816 72
15 0.000000 0.000000 0.000000 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 0.963712 0.978185 0.970894 15448
20 0.799488 0.900096 0.846814 1041
avg / total 0.917877 0.936581 0.926901 17140
Classification report for turbine 25, turbine category 4
precision recall f1-score support
10.0 0.000000 0.000000 0.000000 0
11.0 0.000000 0.000000 0.000000 0
12.0 0.000000 0.000000 0.000000 0
13.0 0.000000 0.000000 0.000000 0
14.0 0.000000 0.000000 0.000000 0
15.0 0.000000 0.000000 0.000000 0
16.0 0.000000 0.000000 0.000000 0
17.0 0.000000 0.000000 0.000000 0
18.0 0.000000 0.000000 0.000000 0
19.0 0.993377 0.988452 0.990909 15934
20.0 0.915552 0.907960 0.911740 1206
avg / total 0.987902 0.982789 0.985338 17140
Classification report for turbine 25, turbine category 5
precision recall f1-score support
10.0 0.000000 0.000000 0.000000 0
11.0 0.000000 0.000000 0.000000 0
12.0 0.000000 0.000000 0.000000 0
13.0 0.000000 0.000000 0.000000 0
14.0 0.000000 0.000000 0.000000 0
15.0 0.000000 0.000000 0.000000 0
16.0 0.000000 0.000000 0.000000 0
17.0 0.000000 0.000000 0.000000 0
18.0 0.000000 0.000000 0.000000 0
19.0 0.993255 0.961152 0.976940 15934
20.0 0.914768 0.898839 0.906734 1206
avg / total 0.987733 0.956768 0.972000 17140
Classification report for turbine 25, turbine category 6
precision recall f1-score support
10 0.037313 0.106383 0.055249 47
11 0.000000 0.000000 0.000000 215
12 0.000000 0.000000 0.000000 215
13 0.009174 0.004673 0.006192 214
14 0.000000 0.000000 0.000000 216
15 0.000000 0.000000 0.000000 213
16 0.000000 0.000000 0.000000 215
17 0.038462 0.009524 0.015267 210
18 0.060606 0.009259 0.016064 216
19 0.888679 0.958214 0.922138 14263
20 0.843192 0.804659 0.823475 1116
avg / total 0.795865 0.850350 0.821589 17140
Classification report for turbine 25, turbine category 7
precision recall f1-score support
10.0 0.000000 0.000000 0.000000 0
11.0 0.000000 0.000000 0.000000 0
12.0 0.000000 0.000000 0.000000 0
13.0 0.000000 0.000000 0.000000 0
14.0 0.000000 0.000000 0.000000 0
15.0 0.000000 0.000000 0.000000 0
16.0 0.000000 0.000000 0.000000 0
17.0 0.000000 0.000000 0.000000 0
18.0 0.000000 0.000000 0.000000 0
19.0 0.993353 0.984750 0.989032 15934
20.0 0.918734 0.890547 0.904421 1206
avg / total 0.988102 0.978121 0.983079 17140
Classification report for turbine 25, turbine category 8
precision recall f1-score support
10 0.637681 0.218905 0.325926 402
11 0.000000 0.000000 0.000000 214
12 0.000000 0.000000 0.000000 215
13 0.030303 0.004651 0.008065 215
14 0.000000 0.000000 0.000000 197
15 0.000000 0.000000 0.000000 176
16 0.019231 0.005587 0.008658 179
17 0.000000 0.000000 0.000000 180
18 0.000000 0.000000 0.000000 163
19 0.894791 0.964878 0.928514 14350
20 0.683721 0.865724 0.764033 849
avg / total 0.798544 0.855951 0.823054 17140
Classification report for turbine 25, turbine category 9
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 0.975809 0.977119 0.976463 15646
20 0.909346 0.809484 0.856514 1202
avg / total 0.954524 0.948716 0.951416 17140
Classification report for turbine 25, turbine category 10
precision recall f1-score support
10.0 0.000000 0.000000 0.000000 0
11.0 0.000000 0.000000 0.000000 0
12.0 0.000000 0.000000 0.000000 0
13.0 0.000000 0.000000 0.000000 0
14.0 0.000000 0.000000 0.000000 0
15.0 0.000000 0.000000 0.000000 0
16.0 0.000000 0.000000 0.000000 0
17.0 0.000000 0.000000 0.000000 0
18.0 0.000000 0.000000 0.000000 0
19.0 0.993349 0.974834 0.984004 15934
20.0 0.915735 0.883085 0.899114 1206
avg / total 0.987888 0.968378 0.978031 17140
Classification report for turbine 25, turbine category 11
precision recall f1-score support
10 0.000000 0.000000 0.000000 12
11 0.012658 0.014085 0.013333 71
12 0.000000 0.000000 0.000000 72
13 0.000000 0.000000 0.000000 60
14 0.000000 0.000000 0.000000 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 0.980216 0.948182 0.963933 15728
20 0.755309 0.812314 0.782775 1007
avg / total 0.943893 0.917853 0.930568 17140
Classification report for turbine 25, turbine category 12
precision recall f1-score support
19 0.993349 0.993599 0.993474 15934
20 0.915141 0.912106 0.913621 1206
avg / total 0.987846 0.987865 0.987855 17140
Classification report for turbine 25, turbine category 13
precision recall f1-score support
10.0 0.000000 0.000000 0.000000 0
11.0 0.000000 0.000000 0.000000 0
12.0 0.000000 0.000000 0.000000 0
13.0 0.000000 0.000000 0.000000 0
14.0 0.000000 0.000000 0.000000 0
15.0 0.000000 0.000000 0.000000 0
16.0 0.000000 0.000000 0.000000 0
17.0 0.000000 0.000000 0.000000 0
18.0 0.000000 0.000000 0.000000 0
19.0 0.993535 0.964541 0.978824 15934
20.0 0.916360 0.826700 0.869224 1206
avg / total 0.988105 0.954842 0.971112 17140
------------------------------------------------------------------------