Results for k-NN 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.neighbors import KNeighborsClassifier
# import data
df = pd.read_csv("data/SCADA_downtime_merged.csv", skip_blank_lines=True)
list1 = list(df["turbine_id"].unique()) # list of turbines to plot
list1 = sorted(list1, key=int) # sort turbines in ascending order
list2 = list(df["TurbineCategory_id"].unique()) # list of categories
list2 = [g for g in list2 if g >= 0] # remove NaN from list
list2 = sorted(list2, key=int) # sort categories in ascending order
# 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)
dfx.reset_index(drop=True, inplace=True) # reset index
# 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
dfx = dfx.sort_values(by="timestamp") # sort in ascending order
dfx.reset_index(drop=True, inplace=True) # reset index
# 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)
def f11(c): # > 48 hours - label as normal (9999)
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)
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)
def f4(c): # round to 6 hour intervals
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)
def f5(c): # change label for unusual and curtailed data (20)
if c["unusual"] == "unusual" or c["curtailment"] == "curtailed":
return 20
else:
return c["hours6"]
dfx["hours_%s" % y] = dfx.apply(f5, axis=1)
dfx = dfx.drop("hours6", axis=1) # drop unnecessary columns
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]
list6 = features + classes # list of columns to copy into new df
df2 = dfx[list6].copy()
df2 = df2.dropna() # drop NaNs
X = df2[features]
X = preprocessing.normalize(X) # normalise features to values b/w 0 and 1
Y = df2[classes]
Y = Y.as_matrix() # convert from pd dataframe to np array
# cross validation using time series split
tscv = TimeSeriesSplit(n_splits=5)
knn = KNeighborsClassifier(weights="distance", n_jobs=-1)
# 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]
knn1 = knn.fit(X_train, Y_train) # fit to classifier and predict
Yp = knn1.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 0.979141 0.990007 0.984544 16311
20 0.811124 0.670498 0.734137 1044
avg / total 0.969034 0.970787 0.969481 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 0.961496 0.989887 0.975485 16019
20 0.811124 0.671141 0.734523 1043
avg / total 0.936227 0.954019 0.944535 17355
Classification report for turbine 1, turbine category 2
precision recall f1-score support
19 0.979141 0.990007 0.984544 16311
20 0.811124 0.670498 0.734137 1044
avg / total 0.969034 0.970787 0.969481 17355
Classification report for turbine 1, turbine category 3
precision recall f1-score support
10 0.294118 0.530303 0.378378 66
11 0.009516 0.102804 0.017419 107
12 0.006098 0.027778 0.010000 72
13 0.003953 0.016949 0.006410 59
14 0.000000 0.000000 0.000000 0
15 0.000000 0.000000 0.000000 0
16 0.000000 0.000000 0.000000 0
17 0.000000 0.000000 0.000000 0
18 0.000000 0.000000 0.000000 0
19 0.968221 0.851276 0.905990 16070
20 0.648961 0.286442 0.397454 981
avg / total 0.934431 0.807260 0.862985 17355
Classification report for turbine 1, turbine category 4
precision recall f1-score support
10 0.574603 0.572785 0.573693 316
11 0.114634 0.064828 0.082819 725
12 0.082353 0.031157 0.045210 674
13 0.042857 0.005059 0.009050 593
14 0.025000 0.005245 0.008671 572
15 0.012500 0.001852 0.003226 540
16 0.044776 0.011742 0.018605 511
17 0.000000 0.000000 0.000000 456
18 0.036364 0.004630 0.008214 432
19 0.735038 0.941113 0.825407 12006
20 0.368764 0.320755 0.343088 530
avg / total 0.543103 0.676059 0.598594 17355
Classification report for turbine 1, turbine category 5
precision recall f1-score support
19 0.979141 0.990007 0.984544 16311
20 0.811124 0.670498 0.734137 1044
avg / total 0.969034 0.970787 0.969481 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 0.954767 0.987176 0.970701 15908
20 0.785797 0.668979 0.722698 1009
avg / total 0.920847 0.943763 0.931784 17355
Classification report for turbine 1, turbine category 7
precision recall f1-score support
10 0.000000 0.000000 0.000000 0
11 0.000000 0.000000 0.000000 0
12 0.000000 0.000000 0.000000 0
13 0.000000 0.000000 0.000000 0
14 0.000000 0.000000 0.000000 0
15 0.000000 0.000000 0.000000 0
16 0.000000 0.000000 0.000000 0
17 0.000000 0.000000 0.000000 0
18 0.000000 0.000000 0.000000 0
19 0.980640 0.959598 0.970005 16311
20 0.814336 0.663793 0.731398 1044
avg / total 0.970636 0.941804 0.955651 17355
Classification report for turbine 1, turbine category 8
precision recall f1-score support
10 0.309942 0.223944 0.260016 710
11 0.339286 0.397054 0.365904 2919
12 0.150452 0.147942 0.149187 1798
13 0.075061 0.090909 0.082228 1364
14 0.060533 0.044405 0.051230 1126
15 0.072438 0.043757 0.054558 937
16 0.041746 0.027990 0.033511 786
17 0.049351 0.025641 0.033748 741
18 0.050847 0.031250 0.038710 672
19 0.500280 0.588739 0.540917 6074
20 0.056738 0.035088 0.043360 228
avg / total 0.280873 0.313742 0.294708 17355
Classification report for turbine 1, turbine category 9
precision recall f1-score support
19 0.979141 0.990007 0.984544 16311
20 0.811124 0.670498 0.734137 1044
avg / total 0.969034 0.970787 0.969481 17355
Classification report for turbine 1, turbine category 10
precision recall f1-score support
19 0.979141 0.990007 0.984544 16311
20 0.811124 0.670498 0.734137 1044
avg / total 0.969034 0.970787 0.969481 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 0.878547 0.990159 0.931020 14633
20 0.804171 0.695391 0.745836 998
avg / total 0.786998 0.874849 0.827886 17355
Classification report for turbine 1, turbine category 12
precision recall f1-score support
19 0.979141 0.990007 0.984544 16311
20 0.811124 0.670498 0.734137 1044
avg / total 0.969034 0.970787 0.969481 17355
Classification report for turbine 1, turbine category 13
precision recall f1-score support
19 0.979141 0.990007 0.984544 16311
20 0.811124 0.670498 0.734137 1044
avg / total 0.969034 0.970787 0.969481 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 0.911661 0.981887 0.945472 15072
20 0.756684 0.371879 0.498678 2283
avg / total 0.891275 0.901642 0.886698 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 0.166667 0.006452 0.012422 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 0.862274 0.976438 0.915812 14260
20 0.595386 0.439424 0.505652 1527
avg / total 0.762375 0.841026 0.797092 17355
Classification report for turbine 1, turbine category 2
precision recall f1-score support
19 0.911661 0.981887 0.945472 15072
20 0.756684 0.371879 0.498678 2283
avg / total 0.891275 0.901642 0.886698 17355
Classification report for turbine 1, turbine category 3
precision recall f1-score support
10 0.000000 0.000000 0.000000 0
11 0.000000 0.000000 0.000000 0
12 0.000000 0.000000 0.000000 0
13 0.000000 0.000000 0.000000 0
14 0.000000 0.000000 0.000000 0
15 0.000000 0.000000 0.000000 0
16 0.000000 0.000000 0.000000 0
17 0.000000 0.000000 0.000000 0
18 0.000000 0.000000 0.000000 0
19 0.909875 0.965897 0.937049 15072
20 0.744755 0.279895 0.406877 2283
avg / total 0.888154 0.875655 0.867307 17355
Classification report for turbine 1, turbine category 4
precision recall f1-score support
10 0.209195 0.834862 0.334559 109
11 0.017143 0.034091 0.022814 88
12 0.021277 0.041667 0.028169 72
13 0.020979 0.041667 0.027907 72
14 0.009434 0.013889 0.011236 72
15 0.012658 0.013889 0.013245 72
16 0.000000 0.000000 0.000000 72
17 0.000000 0.000000 0.000000 72
18 0.023256 0.027778 0.025316 72
19 0.874023 0.926914 0.899692 14476
20 0.680685 0.200643 0.309929 2178
avg / total 0.816221 0.804322 0.791994 17355
Classification report for turbine 1, turbine category 5
precision recall f1-score support
19 0.911661 0.981887 0.945472 15072
20 0.756684 0.371879 0.498678 2283
avg / total 0.891275 0.901642 0.886698 17355
Classification report for turbine 1, turbine category 6
precision recall f1-score support
10 0.000000 0.000000 0.000000 224
11 0.000000 0.000000 0.000000 260
12 0.000000 0.000000 0.000000 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 0.817224 0.980983 0.891646 13514
20 0.629091 0.342574 0.443590 2020
avg / total 0.709578 0.803745 0.745938 17355
Classification report for turbine 1, turbine category 7
precision recall f1-score support
10 0.066667 0.012500 0.021053 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 0.897681 0.962787 0.929095 14753
20 0.634124 0.366755 0.464728 1895
avg / total 0.832641 0.858542 0.840638 17355
Classification report for turbine 1, turbine category 8
precision recall f1-score support
10 0.081720 0.308943 0.129252 123
11 0.157203 0.370166 0.220685 905
12 0.062460 0.132153 0.084827 734
13 0.035467 0.059767 0.044517 686
14 0.044848 0.059486 0.051140 622
15 0.035117 0.034314 0.034711 612
16 0.027027 0.023810 0.025316 588
17 0.016293 0.013889 0.014995 576
18 0.044776 0.034156 0.038751 527
19 0.649844 0.572087 0.608492 10196
20 0.329167 0.044233 0.077986 1786
avg / total 0.434138 0.375742 0.388872 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 0.803302 0.981189 0.883379 13290
20 0.380570 0.360947 0.370499 1183
avg / total 0.641089 0.775972 0.701723 17355
Classification report for turbine 1, turbine category 10
precision recall f1-score support
19 0.911661 0.981887 0.945472 15072
20 0.756684 0.371879 0.498678 2283
avg / total 0.891275 0.901642 0.886698 17355
Classification report for turbine 1, turbine category 11
precision recall f1-score support
10 0.017241 0.083333 0.028571 12
11 0.083333 0.097222 0.089744 72
12 0.010989 0.013889 0.012270 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 0.882050 0.953123 0.916210 14570
20 0.709740 0.335002 0.455164 2197
avg / total 0.830756 0.843100 0.827247 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 0.887143 0.984886 0.933463 14622
20 0.648841 0.419597 0.509625 1735
avg / total 0.812305 0.871737 0.837413 17355
Classification report for turbine 1, turbine category 13
precision recall f1-score support
19 0.911661 0.981887 0.945472 15072
20 0.756684 0.371879 0.498678 2283
avg / total 0.891275 0.901642 0.886698 17355
------------------------------------------------------------------------
Classification report for turbine 1, turbine category 0
precision recall f1-score support
19 0.640853 0.946470 0.764240 9845
20 0.812789 0.304660 0.443196 7510
avg / total 0.715254 0.668741 0.625315 17355
Classification report for turbine 1, turbine category 1
precision recall f1-score support
10 0.000000 0.000000 0.000000 0
11 0.000000 0.000000 0.000000 0
12 0.000000 0.000000 0.000000 0
13 0.000000 0.000000 0.000000 0
14 0.000000 0.000000 0.000000 0
15 0.000000 0.000000 0.000000 0
16 0.000000 0.000000 0.000000 0
17 0.000000 0.000000 0.000000 0
18 0.000000 0.000000 0.000000 0
19 0.640583 0.927984 0.757954 9845
20 0.788732 0.260985 0.392196 7510
avg / total 0.704692 0.639355 0.599680 17355
Classification report for turbine 1, turbine category 2
precision recall f1-score support
19 0.640853 0.946470 0.764240 9845
20 0.812789 0.304660 0.443196 7510
avg / total 0.715254 0.668741 0.625315 17355
Classification report for turbine 1, turbine category 3
precision recall f1-score support
10 0.000000 0.000000 0.000000 0
11 0.000000 0.000000 0.000000 0
12 0.000000 0.000000 0.000000 0
13 0.000000 0.000000 0.000000 0
15 0.000000 0.000000 0.000000 0
16 0.000000 0.000000 0.000000 0
17 0.000000 0.000000 0.000000 0
18 0.000000 0.000000 0.000000 0
19 0.640812 0.945759 0.763979 9845
20 0.845928 0.268309 0.407400 7510
avg / total 0.729571 0.652607 0.609677 17355
Classification report for turbine 1, turbine category 4
precision recall f1-score support
10 0.000000 0.000000 0.000000 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 0.000000 0.000000 0.000000 36
17 0.000000 0.000000 0.000000 36
18 0.000000 0.000000 0.000000 36
19 0.623535 0.937546 0.748959 9591
20 0.837945 0.257559 0.394011 7408
avg / total 0.702266 0.628061 0.582086 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 0.619051 0.944987 0.748057 9525
20 0.790764 0.310330 0.445735 7173
avg / total 0.666586 0.646903 0.594786 17355
Classification report for turbine 1, turbine category 6
precision recall f1-score support
10 0.000000 0.000000 0.000000 913
11 0.000000 0.000000 0.000000 80
12 0.000000 0.000000 0.000000 72
13 0.000000 0.000000 0.000000 72
14 0.000000 0.000000 0.000000 72
15 0.000000 0.000000 0.000000 72
16 0.000000 0.000000 0.000000 72
17 0.000000 0.000000 0.000000 72
18 0.000000 0.000000 0.000000 72
19 0.559644 0.934740 0.700117 8673
20 0.766846 0.178984 0.290228 7185
avg / total 0.597152 0.541227 0.470032 17355
Classification report for turbine 1, turbine category 7
precision recall f1-score support
10 0.000000 0.000000 0.000000 117
11 0.000000 0.000000 0.000000 144
12 0.000000 0.000000 0.000000 144
13 0.000000 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 0.576098 0.931031 0.711771 8859
20 0.781187 0.261876 0.392256 7389
avg / total 0.626669 0.586747 0.530335 17355
Classification report for turbine 1, turbine category 8
precision recall f1-score support
10 0.018301 0.093333 0.030601 150
11 0.061594 0.090426 0.073276 376
12 0.035354 0.019943 0.025501 351
13 0.002633 0.012346 0.004341 324
14 0.031250 0.009259 0.014286 324
15 0.009804 0.006173 0.007576 324
16 0.064103 0.016181 0.025840 309
17 0.008403 0.003521 0.004963 284
18 0.002778 0.003968 0.003268 252
19 0.446942 0.633547 0.524131 7971
20 0.796767 0.257848 0.389610 6690
avg / total 0.516756 0.394468 0.394361 17355
Classification report for turbine 1, turbine category 9
precision recall f1-score support
10 0.387500 0.837838 0.529915 37
11 0.000000 0.000000 0.000000 36
12 0.000000 0.000000 0.000000 36
13 0.000000 0.000000 0.000000 36
14 0.000000 0.000000 0.000000 36
15 0.000000 0.000000 0.000000 36
16 0.000000 0.000000 0.000000 36
17 0.000000 0.000000 0.000000 15
18 0.000000 0.000000 0.000000 0
19 0.623990 0.939782 0.750000 9615
20 0.802607 0.288410 0.424338 7472
avg / total 0.692082 0.646615 0.599338 17355
Classification report for turbine 1, turbine category 10
precision recall f1-score support
19 0.640853 0.946470 0.764240 9845
20 0.812789 0.304660 0.443196 7510
avg / total 0.715254 0.668741 0.625315 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 0.009259 0.009259 0.009259 108
19 0.585752 0.915005 0.714261 8977
20 0.813767 0.310782 0.449788 7494
avg / total 0.654432 0.607548 0.563735 17355
Classification report for turbine 1, turbine category 12
precision recall f1-score support
10 0.000000 0.000000 0.000000 0
12 0.000000 0.000000 0.000000 0
13 0.000000 0.000000 0.000000 0
14 0.000000 0.000000 0.000000 0
15 0.000000 0.000000 0.000000 0
18 0.000000 0.000000 0.000000 0
19 0.679916 0.920874 0.782260 9845
20 0.759475 0.208123 0.326714 7510
avg / total 0.714344 0.612446 0.585132 17355
Classification report for turbine 1, turbine category 13
precision recall f1-score support
10 0.000000 0.000000 0.000000 8763
19 0.490234 0.991239 0.656021 7191
20 0.117940 0.236974 0.157495 1401
avg / total 0.212648 0.429847 0.284535 17355
------------------------------------------------------------------------
Classification report for turbine 1, turbine category 0
precision recall f1-score support
19 0.870068 0.985787 0.924320 13579
20 0.902030 0.470604 0.618517 3776
avg / total 0.877022 0.873696 0.857785 17355
Classification report for turbine 1, turbine category 1
precision recall f1-score support
10 0.027778 0.011905 0.016667 84
11 0.100000 0.027778 0.043478 36
12 0.000000 0.000000 0.000000 36
13 0.000000 0.000000 0.000000 36
14 0.111111 0.027778 0.044444 36
15 0.000000 0.000000 0.000000 36
16 0.000000 0.000000 0.000000 36
17 0.000000 0.000000 0.000000 36
18 0.000000 0.000000 0.000000 36
19 0.852715 0.982999 0.913233 13293
20 0.863733 0.441463 0.584290 3690
avg / total 0.837352 0.846961 0.823982 17355
Classification report for turbine 1, turbine category 2
precision recall f1-score support
19 0.870068 0.985787 0.924320 13579
20 0.902030 0.470604 0.618517 3776
avg / total 0.877022 0.873696 0.857785 17355
Classification report for turbine 1, turbine category 3
precision recall f1-score support
10 0.030120 0.081301 0.043956 123
11 0.020000 0.003257 0.005602 307
12 0.000000 0.000000 0.000000 252
13 0.012346 0.003968 0.006006 252
14 0.076923 0.003968 0.007547 252
15 0.000000 0.000000 0.000000 233
16 0.000000 0.000000 0.000000 184
17 0.000000 0.000000 0.000000 180
18 0.000000 0.000000 0.000000 180
19 0.768600 0.978125 0.860796 11977
20 0.765424 0.330600 0.461759 3415
avg / total 0.682903 0.740824 0.685520 17355
Classification report for turbine 1, turbine category 4
precision recall f1-score support
10 0.337165 0.807339 0.475676 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 72
15 0.017857 0.013889 0.015625 72
16 0.022222 0.014925 0.017857 67
17 0.016667 0.027778 0.020833 36
18 0.000000 0.000000 0.000000 36
19 0.866916 0.957447 0.909935 13301
20 0.867959 0.415844 0.562292 3446
avg / total 0.839065 0.821608 0.812194 17355
Classification report for turbine 1, turbine category 5
precision recall f1-score support
10 0.000000 0.000000 0.000000 27
11 0.000000 0.000000 0.000000 108
12 0.000000 0.000000 0.000000 108
13 0.000000 0.000000 0.000000 108
14 0.000000 0.000000 0.000000 108
15 0.000000 0.000000 0.000000 108
16 0.000000 0.000000 0.000000 108
17 0.000000 0.000000 0.000000 108
18 0.000000 0.000000 0.000000 108
19 0.820546 0.984783 0.895194 12815
20 0.860514 0.449712 0.590713 3649
avg / total 0.786823 0.821723 0.785216 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 0.000000 0.000000 0.000000 36
13 0.000000 0.000000 0.000000 36
14 0.000000 0.000000 0.000000 36
15 0.000000 0.000000 0.000000 36
16 0.000000 0.000000 0.000000 36
17 0.000000 0.000000 0.000000 36
18 0.000000 0.000000 0.000000 36
19 0.850971 0.979314 0.910642 13294
20 0.871277 0.449876 0.593371 3641
avg / total 0.834637 0.844540 0.822042 17355
Classification report for turbine 1, turbine category 7
precision recall f1-score support
10 0.000000 0.000000 0.000000 0
11 0.000000 0.000000 0.000000 0
12 0.000000 0.000000 0.000000 0
13 0.000000 0.000000 0.000000 0
14 0.000000 0.000000 0.000000 0
15 0.000000 0.000000 0.000000 0
16 0.000000 0.000000 0.000000 0
17 0.000000 0.000000 0.000000 0
18 0.000000 0.000000 0.000000 0
19 0.870217 0.979674 0.921707 13579
20 0.901814 0.447564 0.598230 3776
avg / total 0.877091 0.863901 0.851327 17355
Classification report for turbine 1, turbine category 8
precision recall f1-score support
10 0.267123 0.143119 0.186380 545
11 0.213671 0.275246 0.240581 1624
12 0.117038 0.138288 0.126779 1063
13 0.052369 0.047727 0.049941 880
14 0.042360 0.042553 0.042456 658
15 0.043783 0.039002 0.041254 641
16 0.053790 0.038194 0.044670 576
17 0.027607 0.016605 0.020737 542
18 0.022222 0.012320 0.015852 487
19 0.619917 0.694722 0.655191 8602
20 0.580116 0.345999 0.433466 1737
avg / total 0.410024 0.425295 0.412501 17355
Classification report for turbine 1, turbine category 9
precision recall f1-score support
10 0.612245 0.318021 0.418605 566
11 0.035714 0.003968 0.007143 252
12 0.000000 0.000000 0.000000 252
13 0.000000 0.000000 0.000000 252
14 0.071429 0.007937 0.014286 252
15 0.040000 0.003968 0.007220 252
16 0.072727 0.015873 0.026059 252
17 0.080000 0.007937 0.014440 252
18 0.000000 0.000000 0.000000 252
19 0.746415 0.971407 0.844177 11681
20 0.649035 0.337322 0.443924 3092
avg / total 0.642339 0.724863 0.661930 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 0.857589 0.985583 0.917142 13387
20 0.854315 0.460087 0.598081 3658
avg / total 0.841580 0.857217 0.833509 17355
Classification report for turbine 1, turbine category 11
precision recall f1-score support
10 0.000000 0.000000 0.000000 25
11 0.043478 0.020833 0.028169 144
12 0.000000 0.000000 0.000000 144
13 0.040000 0.006944 0.011834 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 0.807286 0.968860 0.880724 12556
20 0.856260 0.458863 0.597519 3622
avg / total 0.763450 0.796946 0.762221 17355
Classification report for turbine 1, turbine category 12
precision recall f1-score support
10 0.000000 0.000000 0.000000 0
12 0.000000 0.000000 0.000000 0
13 0.000000 0.000000 0.000000 0
14 0.000000 0.000000 0.000000 0
15 0.000000 0.000000 0.000000 0
19 0.870007 0.983283 0.923183 13579
20 0.904662 0.457362 0.607564 3776
avg / total 0.877547 0.868856 0.854513 17355
Classification report for turbine 1, turbine category 13
precision recall f1-score support
10 0.405728 0.539683 0.463215 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 0.846936 0.982456 0.909677 13224
20 0.721805 0.355556 0.476427 3240
avg / total 0.787458 0.824777 0.790498 17355
------------------------------------------------------------------------
Classification report for turbine 1, turbine category 0
precision recall f1-score support
19 0.948931 0.979500 0.963973 14000
20 0.901171 0.780030 0.836236 3355
avg / total 0.939698 0.940939 0.939279 17355
Classification report for turbine 1, turbine category 1
precision recall f1-score support
10 0.000000 0.000000 0.000000 17
11 0.000000 0.000000 0.000000 72
12 0.000000 0.000000 0.000000 72
13 0.000000 0.000000 0.000000 72
14 0.000000 0.000000 0.000000 72
15 0.000000 0.000000 0.000000 72
16 0.000000 0.000000 0.000000 72
17 0.000000 0.000000 0.000000 72
18 0.000000 0.000000 0.000000 72
19 0.925318 0.972324 0.948239 13622
20 0.846749 0.767197 0.805013 3140
avg / total 0.879486 0.901988 0.889925 17355
Classification report for turbine 1, turbine category 2
precision recall f1-score support
19 0.948931 0.979500 0.963973 14000
20 0.901171 0.780030 0.836236 3355
avg / total 0.939698 0.940939 0.939279 17355
Classification report for turbine 1, turbine category 3
precision recall f1-score support
10 0.234568 0.204301 0.218391 93
11 0.022901 0.069767 0.034483 43
12 0.000000 0.000000 0.000000 36
13 0.000000 0.000000 0.000000 36
14 0.000000 0.000000 0.000000 36
15 0.000000 0.000000 0.000000 36
16 0.000000 0.000000 0.000000 36
17 0.000000 0.000000 0.000000 36
18 0.000000 0.000000 0.000000 36
19 0.929085 0.961833 0.945176 13703
20 0.867283 0.718750 0.786061 3264
avg / total 0.898004 0.895880 0.895375 17355
Classification report for turbine 1, turbine category 4
precision recall f1-score support
10 0.056818 0.333333 0.097087 45
11 0.000000 0.000000 0.000000 72
12 0.020000 0.027778 0.023256 72
13 0.021277 0.013889 0.016807 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 0.025000 0.013889 0.017857 72
18 0.000000 0.000000 0.000000 72
19 0.920619 0.939917 0.930168 13548
20 0.845919 0.696171 0.763774 3186
avg / total 0.874386 0.862633 0.866830 17355
Classification report for turbine 1, turbine category 5
precision recall f1-score support
10 0.000000 0.000000 0.000000 0
11 0.000000 0.000000 0.000000 0
12 0.000000 0.000000 0.000000 0
13 0.000000 0.000000 0.000000 0
14 0.000000 0.000000 0.000000 0
15 0.000000 0.000000 0.000000 0
16 0.000000 0.000000 0.000000 0
17 0.000000 0.000000 0.000000 0
18 0.000000 0.000000 0.000000 0
19 0.948810 0.977071 0.962734 14000
20 0.902933 0.770790 0.831645 3355
avg / total 0.939942 0.937194 0.937392 17355
Classification report for turbine 1, turbine category 6
precision recall f1-score support
10 0.000000 0.000000 0.000000 138
11 0.290909 0.049383 0.084433 324
12 0.111111 0.003086 0.006006 324
13 0.000000 0.000000 0.000000 324
14 0.000000 0.000000 0.000000 324
15 0.000000 0.000000 0.000000 324
16 0.000000 0.000000 0.000000 324
17 0.000000 0.000000 0.000000 324
18 0.000000 0.000000 0.000000 304
19 0.775909 0.969819 0.862094 11464
20 0.876907 0.777114 0.824000 3181
avg / total 0.680767 0.784039 0.722184 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 0.934034 0.974446 0.953812 13775
20 0.879144 0.775038 0.823815 3285
avg / total 0.907767 0.920138 0.912993 17355
Classification report for turbine 1, turbine category 8
precision recall f1-score support
10 0.281659 0.162264 0.205906 795
11 0.263467 0.367534 0.306919 2076
12 0.088983 0.082418 0.085575 1274
13 0.054705 0.049068 0.051733 1019
14 0.057540 0.036616 0.044753 792
15 0.027295 0.017350 0.021215 634
16 0.027586 0.014981 0.019417 534
17 0.017182 0.010267 0.012853 487
18 0.042802 0.025346 0.031838 434
19 0.585499 0.642814 0.612819 8203
20 0.289792 0.302620 0.296067 1107
avg / total 0.355412 0.387151 0.368576 17355
Classification report for turbine 1, turbine category 9
precision recall f1-score support
10 0.563218 0.316947 0.405629 773
11 0.062500 0.002743 0.005256 729
12 0.014925 0.002075 0.003643 482
13 0.050000 0.002857 0.005405 350
14 0.032258 0.003300 0.005988 303
15 0.000000 0.000000 0.000000 250
16 0.000000 0.000000 0.000000 216
17 0.000000 0.000000 0.000000 216
18 0.050000 0.009259 0.015625 216
19 0.794919 0.962406 0.870681 11704
20 0.629314 0.732514 0.677004 2116
avg / total 0.643132 0.752867 0.688517 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 0.000000 0.000000 0.000000 108
17 0.000000 0.000000 0.000000 108
18 0.000000 0.000000 0.000000 108
19 0.890942 0.978939 0.932870 13152
20 0.873732 0.766728 0.816740 3258
avg / total 0.839198 0.885797 0.860273 17355
Classification report for turbine 1, turbine category 11
precision recall f1-score support
10 0.500000 0.142857 0.222222 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 0.078947 0.083333 0.081081 36
19 0.931981 0.968629 0.949952 13707
20 0.898218 0.781688 0.835911 3353
avg / total 0.909982 0.916278 0.912030 17355
Classification report for turbine 1, turbine category 12
precision recall f1-score support
10 0.000000 0.000000 0.000000 0
12 0.000000 0.000000 0.000000 0
16 0.000000 0.000000 0.000000 0
18 0.000000 0.000000 0.000000 0
19 0.948896 0.978786 0.963609 14000
20 0.901452 0.777049 0.834641 3355
avg / total 0.939724 0.939787 0.938677 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 0.929527 0.978053 0.953173 13715
20 0.904503 0.744026 0.816454 3348
avg / total 0.909060 0.916451 0.910761 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 0.930814 0.974242 0.952033 16461
20 0.890425 0.724355 0.798851 3646
avg / total 0.910271 0.915633 0.911026 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 0.931523 0.981715 0.955961 16462
20 0.899672 0.753019 0.819839 3644
avg / total 0.912454 0.926761 0.917914 20399
Classification report for turbine 2, turbine category 2
precision recall f1-score support
19 0.947547 0.981726 0.964334 16745
20 0.899672 0.750958 0.818616 3654
avg / total 0.938972 0.940389 0.938232 20399
Classification report for turbine 2, turbine category 3
precision recall f1-score support
10 0.213978 0.885714 0.344684 280
11 0.007535 0.044025 0.012868 159
12 0.001195 0.013889 0.002201 144
13 0.005119 0.020833 0.008219 144
14 0.005217 0.020833 0.008345 144
15 0.007634 0.013889 0.009852 144
16 0.000000 0.000000 0.000000 144
17 0.000000 0.000000 0.000000 144
18 0.004292 0.006944 0.005305 144
19 0.893780 0.770500 0.827574 15573
20 0.717537 0.158627 0.259816 3379
avg / total 0.804348 0.627531 0.679895 20399
Classification report for turbine 2, turbine category 4
precision recall f1-score support
10 0.000000 0.000000 0.000000 2452
11 0.000000 0.000000 0.000000 72
12 0.000000 0.000000 0.000000 72
13 0.000000 0.000000 0.000000 72
14 0.083333 0.013889 0.023810 72
15 0.000000 0.000000 0.000000 72
16 0.000000 0.000000 0.000000 72
17 0.000000 0.000000 0.000000 72
18 0.000000 0.000000 0.000000 72
19 0.909437 0.980302 0.943541 16093
20 0.221218 0.517214 0.309892 1278
avg / total 0.731618 0.805824 0.763869 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 0.931079 0.967999 0.949180 16468
20 0.759040 0.749189 0.754082 3082
avg / total 0.882512 0.894750 0.880394 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 0.920798 0.982048 0.950437 16266
20 0.853395 0.762379 0.805323 3413
avg / total 0.877020 0.910633 0.892612 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 0.923419 0.978803 0.950305 16323
20 0.860818 0.758942 0.806676 3439
avg / total 0.884030 0.911172 0.896416 20399
Classification report for turbine 2, turbine category 8
precision recall f1-score support
10 0.000000 0.000000 0.000000 0
11 0.000000 0.000000 0.000000 0
12 0.000000 0.000000 0.000000 0
13 0.000000 0.000000 0.000000 0
14 0.000000 0.000000 0.000000 0
15 0.000000 0.000000 0.000000 0
16 0.000000 0.000000 0.000000 0
17 0.000000 0.000000 0.000000 0
18 0.000000 0.000000 0.000000 0
19 0.957538 0.958853 0.958195 16745
20 0.763952 0.277230 0.406827 3654
avg / total 0.922862 0.836757 0.859431 20399
Classification report for turbine 2, turbine category 9
precision recall f1-score support
19 0.947547 0.981726 0.964334 16745
20 0.899672 0.750958 0.818616 3654
avg / total 0.938972 0.940389 0.938232 20399
Classification report for turbine 2, turbine category 10
precision recall f1-score support
19 0.947547 0.981726 0.964334 16745
20 0.899672 0.750958 0.818616 3654
avg / total 0.938972 0.940389 0.938232 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 0.000000 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 272
16 0.000000 0.000000 0.000000 252
17 0.000000 0.000000 0.000000 252
18 0.000000 0.000000 0.000000 252
19 0.832072 0.973907 0.897420 14678
20 0.870340 0.756307 0.809327 3488
avg / total 0.747532 0.830090 0.784120 20399
Classification report for turbine 2, turbine category 12
precision recall f1-score support
19 0.947547 0.981726 0.964334 16745
20 0.899672 0.750958 0.818616 3654
avg / total 0.938972 0.940389 0.938232 20399
Classification report for turbine 2, turbine category 13
precision recall f1-score support
19 0.947547 0.981726 0.964334 16745
20 0.899672 0.750958 0.818616 3654
avg / total 0.938972 0.940389 0.938232 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 0.901627 0.985526 0.941711 17549
20 0.779029 0.405503 0.533373 2217
avg / total 0.860324 0.891906 0.868110 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 0.000000 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 0.853577 0.984521 0.914385 16603
20 0.510708 0.370592 0.429512 1673
avg / total 0.736622 0.831707 0.779455 20399
Classification report for turbine 2, turbine category 2
precision recall f1-score support
19 0.930090 0.986627 0.957524 18096
20 0.798836 0.417282 0.548203 2303
avg / total 0.915271 0.922349 0.911313 20399
Classification report for turbine 2, turbine category 3
precision recall f1-score support
10 0.074000 0.383420 0.124057 193
11 0.000000 0.000000 0.000000 396
12 0.000000 0.000000 0.000000 396
13 0.000000 0.000000 0.000000 396
14 0.000000 0.000000 0.000000 375
15 0.000000 0.000000 0.000000 324
16 0.000000 0.000000 0.000000 296
17 0.000000 0.000000 0.000000 288
18 0.000000 0.000000 0.000000 288
19 0.809359 0.943830 0.871438 15649
20 0.528626 0.154060 0.238587 1798
avg / total 0.668190 0.741262 0.690723 20399
Classification report for turbine 2, turbine category 4
precision recall f1-score support
10 0.000000 0.000000 0.000000 452
11 0.047619 0.003436 0.006410 291
12 0.000000 0.000000 0.000000 184
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 126
18 0.000000 0.000000 0.000000 108
19 0.868197 0.966742 0.914823 16898
20 0.561358 0.365646 0.442842 1764
avg / total 0.768415 0.832492 0.796202 20399
Classification report for turbine 2, turbine category 5
precision recall f1-score support
10 0.000000 0.000000 0.000000 0
11 0.000000 0.000000 0.000000 0
12 0.000000 0.000000 0.000000 0
13 0.000000 0.000000 0.000000 0
14 0.000000 0.000000 0.000000 0
19 0.929603 0.981488 0.954841 18096
20 0.778218 0.341294 0.474494 2303
avg / total 0.912512 0.909211 0.900611 20399
Classification report for turbine 2, turbine category 6
precision recall f1-score support
10 0.090909 0.005576 0.010508 538
11 0.000000 0.000000 0.000000 244
12 0.000000 0.000000 0.000000 216
13 0.000000 0.000000 0.000000 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 0.862665 0.983620 0.919181 16789
20 0.536565 0.384522 0.447994 1641
avg / total 0.755561 0.840629 0.792830 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 0.914667 0.985722 0.948866 17790
20 0.667805 0.412013 0.509612 1898
avg / total 0.859818 0.897985 0.874924 20399
Classification report for turbine 2, turbine category 8
precision recall f1-score support
10 0.000000 0.000000 0.000000 0
11 0.000000 0.000000 0.000000 0
12 0.000000 0.000000 0.000000 0
13 0.000000 0.000000 0.000000 0
14 0.000000 0.000000 0.000000 0
15 0.000000 0.000000 0.000000 0
16 0.000000 0.000000 0.000000 0
17 0.000000 0.000000 0.000000 0
18 0.000000 0.000000 0.000000 0
19 0.929658 0.982317 0.955262 18096
20 0.794193 0.403821 0.535406 2303
avg / total 0.914365 0.917006 0.907862 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 0.837154 0.985466 0.905276 16307
20 0.618454 0.508892 0.558349 1462
avg / total 0.713547 0.824256 0.763696 20399
Classification report for turbine 2, turbine category 10
precision recall f1-score support
19 0.930090 0.986627 0.957524 18096
20 0.798836 0.417282 0.548203 2303
avg / total 0.915271 0.922349 0.911313 20399
Classification report for turbine 2, turbine category 11
precision recall f1-score support
10 0.117647 0.080000 0.095238 25
11 0.186441 0.076389 0.108374 144
12 0.030769 0.013889 0.019139 144
13 0.017544 0.006944 0.009950 144
14 0.020202 0.013889 0.016461 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 0.004950 0.006944 0.005780 144
19 0.880007 0.910421 0.894956 17013
20 0.777568 0.373472 0.504587 2209
avg / total 0.820117 0.800677 0.802289 20399
Classification report for turbine 2, turbine category 12
precision recall f1-score support
19 0.930090 0.986627 0.957524 18096
20 0.798836 0.417282 0.548203 2303
avg / total 0.915271 0.922349 0.911313 20399
Classification report for turbine 2, turbine category 13
precision recall f1-score support
19 0.930090 0.986627 0.957524 18096
20 0.798836 0.417282 0.548203 2303
avg / total 0.915271 0.922349 0.911313 20399
------------------------------------------------------------------------
Classification report for turbine 2, turbine category 0
precision recall f1-score support
10 0.500000 0.019868 0.038217 151
11 0.000000 0.000000 0.000000 180
12 0.000000 0.000000 0.000000 149
13 0.000000 0.000000 0.000000 144
14 0.000000 0.000000 0.000000 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 0.834103 0.965390 0.894957 15718
20 0.722543 0.432277 0.540930 3470
avg / total 0.769310 0.817540 0.781888 20399
Classification report for turbine 2, turbine category 1
precision recall f1-score support
10 0.060606 0.500000 0.108108 20
11 0.000000 0.000000 0.000000 36
12 0.000000 0.000000 0.000000 36
13 0.000000 0.000000 0.000000 36
14 0.000000 0.000000 0.000000 36
15 0.000000 0.000000 0.000000 36
16 0.000000 0.000000 0.000000 36
17 0.000000 0.000000 0.000000 36
18 0.000000 0.000000 0.000000 36
19 0.902436 0.953635 0.927330 16780
20 0.710773 0.366657 0.483762 3311
avg / total 0.857761 0.844453 0.841438 20399
Classification report for turbine 2, turbine category 2
precision recall f1-score support
19 0.891667 0.971100 0.929690 16782
20 0.771442 0.452585 0.570483 3617
avg / total 0.870350 0.879161 0.865998 20399
Classification report for turbine 2, turbine category 3
precision recall f1-score support
10 0.643287 0.512780 0.570667 626
11 0.023923 0.008977 0.013055 557
12 0.011364 0.002123 0.003578 471
13 0.038835 0.008753 0.014286 457
14 0.041176 0.035623 0.038199 393
15 0.000000 0.000000 0.000000 360
16 0.000000 0.000000 0.000000 329
17 0.014085 0.003257 0.005291 307
18 0.015385 0.003472 0.005666 288
19 0.742359 0.928318 0.824989 14076
20 0.419200 0.206706 0.276882 2535
avg / total 0.587096 0.683269 0.622846 20399
Classification report for turbine 2, turbine category 4
precision recall f1-score support
10 0.000000 0.000000 0.000000 0
11 0.000000 0.000000 0.000000 0
12 0.000000 0.000000 0.000000 0
13 0.000000 0.000000 0.000000 0
14 0.000000 0.000000 0.000000 0
15 0.000000 0.000000 0.000000 0
16 0.000000 0.000000 0.000000 0
17 0.000000 0.000000 0.000000 0
18 0.000000 0.000000 0.000000 0
19 0.890804 0.963949 0.925934 16782
20 0.774068 0.384573 0.513853 3617
avg / total 0.870105 0.861219 0.852867 20399
Classification report for turbine 2, turbine category 5
precision recall f1-score support
10 0.000000 0.000000 0.000000 0
11 0.000000 0.000000 0.000000 0
12 0.000000 0.000000 0.000000 0
13 0.000000 0.000000 0.000000 0
14 0.000000 0.000000 0.000000 0
15 0.000000 0.000000 0.000000 0
17 0.000000 0.000000 0.000000 0
19 0.891412 0.968538 0.928376 16782
20 0.769798 0.432679 0.553982 3617
avg / total 0.869848 0.873523 0.861991 20399
Classification report for turbine 2, turbine category 6
precision recall f1-score support
10 0.000000 0.000000 0.000000 0
11 0.000000 0.000000 0.000000 0
12 0.000000 0.000000 0.000000 0
13 0.000000 0.000000 0.000000 0
14 0.000000 0.000000 0.000000 0
15 0.000000 0.000000 0.000000 0
16 0.000000 0.000000 0.000000 0
17 0.000000 0.000000 0.000000 0
18 0.000000 0.000000 0.000000 0
19 0.890267 0.966393 0.926769 16782
20 0.750406 0.383190 0.507321 3617
avg / total 0.865468 0.862983 0.852396 20399
Classification report for turbine 2, turbine category 7
precision recall f1-score support
10 0.000000 0.000000 0.000000 0
11 0.000000 0.000000 0.000000 0
12 0.000000 0.000000 0.000000 0
13 0.000000 0.000000 0.000000 0
14 0.000000 0.000000 0.000000 0
15 0.000000 0.000000 0.000000 0
16 0.000000 0.000000 0.000000 0
17 0.000000 0.000000 0.000000 0
18 0.000000 0.000000 0.000000 0
19 0.889357 0.969432 0.927669 16782
20 0.729141 0.333425 0.457598 3617
avg / total 0.860948 0.856660 0.844320 20399
Classification report for turbine 2, turbine category 8
precision recall f1-score support
10 0.000000 0.000000 0.000000 7
11 0.125000 0.027778 0.045455 36
12 0.000000 0.000000 0.000000 36
13 0.000000 0.000000 0.000000 36
14 0.000000 0.000000 0.000000 36
15 0.000000 0.000000 0.000000 36
16 0.000000 0.000000 0.000000 36
17 0.000000 0.000000 0.000000 36
18 0.000000 0.000000 0.000000 36
19 0.878120 0.968706 0.921191 16489
20 0.771239 0.449516 0.567983 3615
avg / total 0.846701 0.862738 0.845356 20399
Classification report for turbine 2, turbine category 9
precision recall f1-score support
10 0.070652 0.082019 0.075912 317
11 0.000000 0.000000 0.000000 112
12 0.071429 0.009259 0.016393 108
13 0.000000 0.000000 0.000000 108
14 0.000000 0.000000 0.000000 108
15 0.000000 0.000000 0.000000 108
16 0.125000 0.018519 0.032258 108
17 0.000000 0.000000 0.000000 108
18 0.000000 0.000000 0.000000 108
19 0.848202 0.964297 0.902531 15993
20 0.594111 0.319466 0.415506 3221
avg / total 0.760946 0.807883 0.774638 20399
Classification report for turbine 2, turbine category 10
precision recall f1-score support
19 0.891667 0.971100 0.929690 16782
20 0.771442 0.452585 0.570483 3617
avg / total 0.870350 0.879161 0.865998 20399
Classification report for turbine 2, turbine category 11
precision recall f1-score support
10 0.095238 0.105263 0.100000 19
11 0.000000 0.000000 0.000000 108
12 0.031250 0.018519 0.023256 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 0.870410 0.953615 0.910115 15932
20 0.763391 0.457310 0.571977 3584
avg / total 0.814184 0.825335 0.811526 20399
Classification report for turbine 2, turbine category 12
precision recall f1-score support
19 0.891667 0.971100 0.929690 16782
20 0.771442 0.452585 0.570483 3617
avg / total 0.870350 0.879161 0.865998 20399
Classification report for turbine 2, turbine category 13
precision recall f1-score support
19 0.891667 0.971100 0.929690 16782
20 0.771442 0.452585 0.570483 3617
avg / total 0.870350 0.879161 0.865998 20399
------------------------------------------------------------------------
Classification report for turbine 2, turbine category 0
precision recall f1-score support
10 0.000000 0.000000 0.000000 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 0.000000 0.000000 0.000000 36
15 0.000000 0.000000 0.000000 36
16 0.000000 0.000000 0.000000 36
17 0.000000 0.000000 0.000000 36
18 0.000000 0.000000 0.000000 36
19 0.890342 0.979713 0.932892 16119
20 0.897035 0.573514 0.699688 3904
avg / total 0.875212 0.883916 0.871066 20399
Classification report for turbine 2, turbine category 1
precision recall f1-score support
10 0.000000 0.000000 0.000000 0
11 0.000000 0.000000 0.000000 0
12 0.000000 0.000000 0.000000 0
13 0.000000 0.000000 0.000000 0
14 0.000000 0.000000 0.000000 0
15 0.000000 0.000000 0.000000 0
16 0.000000 0.000000 0.000000 0
17 0.000000 0.000000 0.000000 0
18 0.000000 0.000000 0.000000 0
19 0.908386 0.974859 0.940449 16467
20 0.904120 0.580366 0.706939 3932
avg / total 0.907564 0.898819 0.895439 20399
Classification report for turbine 2, turbine category 2
precision recall f1-score support
19 0.909122 0.983543 0.944869 16467
20 0.895124 0.588250 0.709945 3932
avg / total 0.906423 0.907348 0.899586 20399
Classification report for turbine 2, turbine category 3
precision recall f1-score support
10 0.124660 0.561275 0.204009 408
11 0.000000 0.000000 0.000000 397
12 0.002016 0.002525 0.002242 396
13 0.000000 0.000000 0.000000 396
14 0.021053 0.005155 0.008282 388
15 0.000000 0.000000 0.000000 301
16 0.000000 0.000000 0.000000 252
17 0.000000 0.000000 0.000000 252
18 0.000000 0.000000 0.000000 229
19 0.792153 0.914330 0.848868 14089
20 0.694081 0.274385 0.393293 3291
avg / total 0.662028 0.687142 0.654021 20399
Classification report for turbine 2, turbine category 4
precision recall f1-score support
10 0.016129 0.025751 0.019835 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 0.890967 0.976230 0.931652 16155
20 0.791065 0.512423 0.621962 3421
avg / total 0.838451 0.859356 0.842354 20399
Classification report for turbine 2, turbine category 5
precision recall f1-score support
10 0.000000 0.000000 0.000000 0
11 0.000000 0.000000 0.000000 0
12 0.000000 0.000000 0.000000 0
13 0.000000 0.000000 0.000000 0
15 0.000000 0.000000 0.000000 0
19 0.909213 0.982814 0.944582 16467
20 0.896284 0.558240 0.687980 3932
avg / total 0.906721 0.900976 0.895121 20399
Classification report for turbine 2, turbine category 6
precision recall f1-score support
10 0.033113 0.192308 0.056497 26
11 0.000000 0.000000 0.000000 72
12 0.000000 0.000000 0.000000 72
13 0.000000 0.000000 0.000000 72
14 0.000000 0.000000 0.000000 72
15 0.000000 0.000000 0.000000 72
16 0.000000 0.000000 0.000000 72
17 0.000000 0.000000 0.000000 72
18 0.000000 0.000000 0.000000 72
19 0.894245 0.981478 0.935833 16197
20 0.815558 0.541667 0.650976 3600
avg / total 0.854011 0.875141 0.858016 20399
Classification report for turbine 2, turbine category 7
precision recall f1-score support
10 0.176471 0.125000 0.146341 24
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 0.000000 0.000000 0.000000 36
15 0.000000 0.000000 0.000000 36
16 0.000000 0.000000 0.000000 36
17 0.000000 0.000000 0.000000 36
18 0.000000 0.000000 0.000000 36
19 0.893312 0.982280 0.935686 16196
20 0.888398 0.569334 0.693948 3887
avg / total 0.878745 0.888524 0.875301 20399
Classification report for turbine 2, turbine category 8
precision recall f1-score support
10 0.235294 0.006421 0.012500 623
11 0.035714 0.005063 0.008869 395
12 0.000000 0.000000 0.000000 305
13 0.000000 0.000000 0.000000 222
14 0.000000 0.000000 0.000000 180
15 0.000000 0.000000 0.000000 180
16 0.000000 0.000000 0.000000 180
17 0.000000 0.000000 0.000000 180
18 0.000000 0.000000 0.000000 180
19 0.828016 0.977849 0.896717 14943
20 0.642583 0.555297 0.595760 3011
avg / total 0.709278 0.798569 0.745368 20399
Classification report for turbine 2, turbine category 9
precision recall f1-score support
10 0.080292 0.034268 0.048035 321
11 0.000000 0.000000 0.000000 144
12 0.071429 0.006944 0.012658 144
13 0.000000 0.000000 0.000000 144
14 0.000000 0.000000 0.000000 144
15 0.000000 0.000000 0.000000 128
16 0.000000 0.000000 0.000000 108
17 0.000000 0.000000 0.000000 108
18 0.000000 0.000000 0.000000 108
19 0.854110 0.973229 0.909787 15502
20 0.804446 0.550733 0.653840 3548
avg / total 0.790757 0.835972 0.805951 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 0.908280 0.983528 0.944407 16452
20 0.828560 0.587702 0.687651 3643
avg / total 0.880507 0.898181 0.884480 20399
Classification report for turbine 2, turbine category 11
precision recall f1-score support
10 0.000000 0.000000 0.000000 18
11 0.012195 0.027778 0.016949 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 0.876697 0.960973 0.916903 15656
20 0.876876 0.590262 0.705573 3861
avg / total 0.838889 0.849404 0.837349 20399
Classification report for turbine 2, turbine category 12
precision recall f1-score support
19 0.909122 0.983543 0.944869 16467
20 0.895124 0.588250 0.709945 3932
avg / total 0.906423 0.907348 0.899586 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 0.892899 0.983310 0.935926 16177
20 0.889319 0.587574 0.707621 3911
avg / total 0.878600 0.892446 0.877885 20399
------------------------------------------------------------------------
Classification report for turbine 2, turbine category 0
precision recall f1-score support
10 0.018692 0.250000 0.034783 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 0.914745 0.978845 0.945710 13614
20 0.948001 0.826013 0.882813 6489
avg / total 0.912058 0.916123 0.911993 20399
Classification report for turbine 2, turbine category 1
precision recall f1-score support
10 0.019608 0.011628 0.014599 86
11 0.000000 0.000000 0.000000 72
12 0.000000 0.000000 0.000000 72
13 0.000000 0.000000 0.000000 72
14 0.000000 0.000000 0.000000 72
15 0.000000 0.000000 0.000000 72
16 0.000000 0.000000 0.000000 72
17 0.000000 0.000000 0.000000 72
18 0.000000 0.000000 0.000000 72
19 0.897862 0.981112 0.937643 13395
20 0.939624 0.819615 0.875526 6342
avg / total 0.881790 0.899113 0.887964 20399
Classification report for turbine 2, turbine category 2
precision recall f1-score support
19 0.927768 0.983727 0.954928 13827
20 0.960788 0.838862 0.895695 6572
avg / total 0.938406 0.937056 0.935845 20399
Classification report for turbine 2, turbine category 3
precision recall f1-score support
10 0.010892 0.584906 0.021387 53
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 0.013158 0.013889 0.013514 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 0.007380 0.027778 0.011662 72
19 0.919307 0.960967 0.939675 13527
20 0.902297 0.371296 0.526101 6243
avg / total 0.885855 0.752537 0.784273 20399
Classification report for turbine 2, turbine category 4
precision recall f1-score support
10 0.000000 0.000000 0.000000 0
11 0.000000 0.000000 0.000000 0
12 0.000000 0.000000 0.000000 0
13 0.000000 0.000000 0.000000 0
14 0.000000 0.000000 0.000000 0
15 0.000000 0.000000 0.000000 0
16 0.000000 0.000000 0.000000 0
17 0.000000 0.000000 0.000000 0
18 0.000000 0.000000 0.000000 0
19 0.927477 0.980401 0.953205 13827
20 0.972264 0.794735 0.874581 6572
avg / total 0.941906 0.920584 0.927874 20399
Classification report for turbine 2, turbine category 5
precision recall f1-score support
10 0.000000 0.000000 0.000000 0
11 0.000000 0.000000 0.000000 0
16 0.000000 0.000000 0.000000 0
19 0.927717 0.982064 0.954117 13827
20 0.960633 0.831710 0.891535 6572
avg / total 0.938322 0.933624 0.933955 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 0.091954 0.055556 0.069264 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 0.863596 0.977458 0.917006 12909
20 0.936094 0.783138 0.852812 6322
avg / total 0.837266 0.861660 0.845094 20399
Classification report for turbine 2, turbine category 7
precision recall f1-score support
10 0.000000 0.000000 0.000000 0
11 0.000000 0.000000 0.000000 0
12 0.000000 0.000000 0.000000 0
13 0.000000 0.000000 0.000000 0
14 0.000000 0.000000 0.000000 0
15 0.000000 0.000000 0.000000 0
16 0.000000 0.000000 0.000000 0
18 0.000000 0.000000 0.000000 0
19 0.926686 0.982715 0.953879 13827
20 0.960735 0.819081 0.884271 6572
avg / total 0.937656 0.929997 0.931453 20399
Classification report for turbine 2, turbine category 8
precision recall f1-score support
10 0.414634 0.020457 0.038991 831
11 0.062500 0.002315 0.004464 432
12 0.000000 0.000000 0.000000 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 0.765173 0.979996 0.859363 11398
20 0.817719 0.837857 0.827666 5563
avg / total 0.668757 0.776950 0.707567 20399
Classification report for turbine 2, turbine category 9
precision recall f1-score support
10 0.699248 0.042897 0.080834 4336
11 0.260417 0.038880 0.067659 643
12 0.060606 0.003704 0.006981 540
13 0.000000 0.000000 0.000000 502
14 0.000000 0.000000 0.000000 432
15 0.052632 0.006944 0.012270 432
16 0.000000 0.000000 0.000000 432
17 0.000000 0.000000 0.000000 406
18 0.000000 0.000000 0.000000 377
19 0.716146 0.980008 0.827553 10604
20 0.200736 0.611209 0.302217 1695
avg / total 0.548513 0.570812 0.475058 20399
Classification report for turbine 2, turbine category 10
precision recall f1-score support
11 0.000000 0.000000 0.000000 0
18 0.000000 0.000000 0.000000 0
19 0.927763 0.983655 0.954892 13827
20 0.960942 0.838558 0.895588 6572
avg / total 0.938452 0.936909 0.935786 20399
Classification report for turbine 2, turbine category 11
precision recall f1-score support
10 0.000000 0.000000 0.000000 12
11 0.083333 0.125000 0.100000 72
12 0.071429 0.027778 0.040000 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 0.018519 0.013889 0.015873 72
17 0.000000 0.000000 0.000000 72
18 0.000000 0.000000 0.000000 72
19 0.903999 0.974906 0.938115 13310
20 0.954330 0.835718 0.891094 6501
avg / total 0.894593 0.903034 0.896639 20399
Classification report for turbine 2, turbine category 12
precision recall f1-score support
19 0.927768 0.983727 0.954928 13827
20 0.960788 0.838862 0.895695 6572
avg / total 0.938406 0.937056 0.935845 20399
Classification report for turbine 2, turbine category 13
precision recall f1-score support
10 0.090909 0.035714 0.051282 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 0.890708 0.983651 0.934875 13273
20 0.942792 0.842690 0.889935 6395
avg / total 0.875367 0.904309 0.887426 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 0.917911 0.965463 0.941087 16678
20 0.846995 0.815043 0.830712 4374
avg / total 0.874152 0.904188 0.888648 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 0.883594 0.964530 0.922290 16070
20 0.824424 0.822470 0.823446 4219
avg / total 0.812726 0.872144 0.841125 21751
Classification report for turbine 3, turbine category 2
precision recall f1-score support
19 0.953426 0.966484 0.959910 17305
20 0.862200 0.816239 0.838590 4446
avg / total 0.934779 0.935773 0.935112 21751
Classification report for turbine 3, turbine category 3
precision recall f1-score support
10 0.000000 0.000000 0.000000 63
11 0.000000 0.000000 0.000000 72
12 0.000000 0.000000 0.000000 72
13 0.000000 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 0.922609 0.958659 0.940288 16763
20 0.842283 0.804323 0.822865 4349
avg / total 0.879444 0.899637 0.889187 21751
Classification report for turbine 3, turbine category 4
precision recall f1-score support
10 0.000000 0.000000 0.000000 0
11 0.000000 0.000000 0.000000 0
12 0.000000 0.000000 0.000000 0
13 0.000000 0.000000 0.000000 0
14 0.000000 0.000000 0.000000 0
15 0.000000 0.000000 0.000000 0
16 0.000000 0.000000 0.000000 0
17 0.000000 0.000000 0.000000 0
18 0.000000 0.000000 0.000000 0
19 0.955642 0.949899 0.952762 17305
20 0.878371 0.703329 0.781164 4446
avg / total 0.939848 0.899499 0.917687 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 0.932929 0.958967 0.945769 16840
20 0.785395 0.836008 0.809911 3988
avg / total 0.866290 0.895729 0.880726 21751
Classification report for turbine 3, turbine category 6
precision recall f1-score support
10 0.000000 0.000000 0.000000 92
11 0.000000 0.000000 0.000000 606
12 0.000000 0.000000 0.000000 540
13 0.000000 0.000000 0.000000 536
14 0.000000 0.000000 0.000000 459
15 0.000000 0.000000 0.000000 405
16 0.000000 0.000000 0.000000 396
17 0.000000 0.000000 0.000000 385
18 0.250000 0.012539 0.023881 319
19 0.807379 0.918308 0.859278 14775
20 0.595697 0.735330 0.658189 3238
avg / total 0.640781 0.733438 0.682022 21751
Classification report for turbine 3, turbine category 7
precision recall f1-score support
10 0.006579 0.007042 0.006803 142
11 0.000000 0.000000 0.000000 216
12 0.020833 0.009259 0.012821 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 0.019868 0.016667 0.018127 180
18 0.100000 0.016667 0.028571 180
19 0.864475 0.943953 0.902468 15826
20 0.808269 0.755008 0.780731 4143
avg / total 0.784187 0.831042 0.805902 21751
Classification report for turbine 3, turbine category 8
precision recall f1-score support
10 0.813202 0.722377 0.765104 2507
11 0.108251 0.297821 0.158787 1652
12 0.065943 0.147059 0.091055 1156
13 0.045165 0.100906 0.062400 773
14 0.023529 0.059545 0.033730 571
15 0.015569 0.032258 0.021002 403
16 0.027160 0.034810 0.030513 316
17 0.009852 0.016393 0.012308 244
18 0.002747 0.013889 0.004587 216
19 0.657360 0.307896 0.419368 12082
20 0.268029 0.121791 0.167480 1831
avg / total 0.496204 0.301549 0.356248 21751
Classification report for turbine 3, turbine category 9
precision recall f1-score support
19 0.953426 0.966484 0.959910 17305
20 0.862200 0.816239 0.838590 4446
avg / total 0.934779 0.935773 0.935112 21751
Classification report for turbine 3, turbine category 10
precision recall f1-score support
19 0.953426 0.966484 0.959910 17305
20 0.862200 0.816239 0.838590 4446
avg / total 0.934779 0.935773 0.935112 21751
Classification report for turbine 3, turbine category 11
precision recall f1-score support
10 0.120000 0.055556 0.075949 54
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 324
16 0.000000 0.000000 0.000000 324
17 0.000000 0.000000 0.000000 324
18 0.000000 0.000000 0.000000 287
19 0.842093 0.965599 0.899627 15232
20 0.764805 0.815857 0.789506 3910
avg / total 0.727490 0.822997 0.772111 21751
Classification report for turbine 3, turbine category 12
precision recall f1-score support
19 0.953426 0.966484 0.959910 17305
20 0.862200 0.816239 0.838590 4446
avg / total 0.934779 0.935773 0.935112 21751
Classification report for turbine 3, turbine category 13
precision recall f1-score support
19 0.953426 0.966484 0.959910 17305
20 0.862200 0.816239 0.838590 4446
avg / total 0.934779 0.935773 0.935112 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 0.000000 0.000000 0.000000 36
16 0.000000 0.000000 0.000000 36
17 0.000000 0.000000 0.000000 36
18 0.000000 0.000000 0.000000 36
19 0.957553 0.953386 0.955465 18385
20 0.771140 0.828778 0.798921 3037
avg / total 0.917041 0.921567 0.919155 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 0.965714 0.934763 0.949986 18471
20 0.774324 0.833947 0.803030 2987
avg / total 0.926422 0.908326 0.917008 21751
Classification report for turbine 3, turbine category 2
precision recall f1-score support
19 0.972121 0.962122 0.967096 18665
20 0.784320 0.833117 0.807982 3086
avg / total 0.945476 0.943819 0.944521 21751
Classification report for turbine 3, turbine category 3
precision recall f1-score support
10 0.000000 0.000000 0.000000 0
11 0.000000 0.000000 0.000000 0
12 0.000000 0.000000 0.000000 0
13 0.000000 0.000000 0.000000 0
14 0.000000 0.000000 0.000000 0
15 0.000000 0.000000 0.000000 0
16 0.000000 0.000000 0.000000 0
17 0.000000 0.000000 0.000000 0
18 0.000000 0.000000 0.000000 0
19 0.971742 0.950656 0.961083 18665
20 0.788337 0.827933 0.807650 3086
avg / total 0.945720 0.933244 0.939314 21751
Classification report for turbine 3, turbine category 4
precision recall f1-score support
10 0.010638 0.040816 0.016878 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 0.942181 0.957122 0.949593 18098
20 0.778418 0.802840 0.790441 3028
avg / total 0.892334 0.908234 0.900189 21751
Classification report for turbine 3, turbine category 5
precision recall f1-score support
10 0.707692 0.516854 0.597403 178
11 0.083333 0.024390 0.037736 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 0.958068 0.953567 0.955812 18306
20 0.793579 0.831204 0.811956 2974
avg / total 0.920780 0.920463 0.920406 21751
Classification report for turbine 3, turbine category 6
precision recall f1-score support
10 0.017857 0.250000 0.033333 4
11 0.127907 0.305556 0.180328 36
12 0.000000 0.000000 0.000000 36
13 0.000000 0.000000 0.000000 36
14 0.000000 0.000000 0.000000 36
15 0.000000 0.000000 0.000000 36
16 0.000000 0.000000 0.000000 36
17 0.000000 0.000000 0.000000 36
18 0.000000 0.000000 0.000000 36
19 0.965607 0.955968 0.960764 18532
20 0.732196 0.762214 0.746903 2927
avg / total 0.921450 0.917613 0.919391 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 0.027211 0.111111 0.043716 36
17 0.000000 0.000000 0.000000 36
18 0.000000 0.000000 0.000000 36
19 0.965131 0.933470 0.949037 18473
20 0.765915 0.773869 0.769872 2985
avg / total 0.924836 0.899177 0.911737 21751
Classification report for turbine 3, turbine category 8
precision recall f1-score support
10 0.037037 0.564103 0.069510 78
11 0.003663 0.003472 0.003565 288
12 0.002353 0.003472 0.002805 288
13 0.017595 0.022140 0.019608 271
14 0.000000 0.000000 0.000000 252
15 0.000000 0.000000 0.000000 252
16 0.000000 0.000000 0.000000 252
17 0.000000 0.000000 0.000000 252
18 0.014706 0.003968 0.006250 252
19 0.886139 0.905998 0.895958 16957
20 0.585666 0.328862 0.421208 2609
avg / total 0.761683 0.748195 0.749660 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 0.826341 0.959339 0.887887 15912
20 0.350824 0.718750 0.471505 1600
avg / total 0.630319 0.754678 0.684220 21751
Classification report for turbine 3, turbine category 10
precision recall f1-score support
19 0.972121 0.962122 0.967096 18665
20 0.784320 0.833117 0.807982 3086
avg / total 0.945476 0.943819 0.944521 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 0.019231 0.055556 0.028571 36
13 0.000000 0.000000 0.000000 36
14 0.000000 0.000000 0.000000 36
15 0.014035 0.222222 0.026403 36
16 0.000000 0.000000 0.000000 36
17 0.000000 0.000000 0.000000 36
18 0.000000 0.000000 0.000000 36
19 0.956895 0.898537 0.926798 18381
20 0.789839 0.813719 0.801601 3076
avg / total 0.920391 0.874856 0.896656 21751
Classification report for turbine 3, turbine category 12
precision recall f1-score support
19 0.972121 0.962122 0.967096 18665
20 0.784320 0.833117 0.807982 3086
avg / total 0.945476 0.943819 0.944521 21751
Classification report for turbine 3, turbine category 13
precision recall f1-score support
19 0.972121 0.962122 0.967096 18665
20 0.784320 0.833117 0.807982 3086
avg / total 0.945476 0.943819 0.944521 21751
------------------------------------------------------------------------
Classification report for turbine 3, turbine category 0
precision recall f1-score support
10 0.000000 0.000000 0.000000 0
11 0.000000 0.000000 0.000000 0
12 0.000000 0.000000 0.000000 0
14 0.000000 0.000000 0.000000 0
15 0.000000 0.000000 0.000000 0
16 0.000000 0.000000 0.000000 0
17 0.000000 0.000000 0.000000 0
18 0.000000 0.000000 0.000000 0
19 0.889337 0.938568 0.913290 15969
20 0.813750 0.675545 0.738235 5782
avg / total 0.869244 0.868650 0.866756 21751
Classification report for turbine 3, turbine category 1
precision recall f1-score support
10 0.000000 0.000000 0.000000 0
11 0.000000 0.000000 0.000000 0
12 0.000000 0.000000 0.000000 0
13 0.000000 0.000000 0.000000 0
14 0.000000 0.000000 0.000000 0
15 0.000000 0.000000 0.000000 0
16 0.000000 0.000000 0.000000 0
17 0.000000 0.000000 0.000000 0
18 0.000000 0.000000 0.000000 0
19 0.889429 0.928862 0.908718 15969
20 0.808950 0.650294 0.720997 5782
avg / total 0.868035 0.854811 0.858817 21751
Classification report for turbine 3, turbine category 2
precision recall f1-score support
19 0.890057 0.943954 0.916213 15969
20 0.814123 0.677966 0.739832 5782
avg / total 0.869871 0.873247 0.869326 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 0.873360 0.932667 0.902039 15698
20 0.810698 0.673845 0.735964 5758
avg / total 0.844927 0.851501 0.845841 21751
Classification report for turbine 3, turbine category 4
precision recall f1-score support
10 0.000000 0.000000 0.000000 0
11 0.000000 0.000000 0.000000 0
12 0.000000 0.000000 0.000000 0
13 0.000000 0.000000 0.000000 0
17 0.000000 0.000000 0.000000 0
18 0.000000 0.000000 0.000000 0
19 0.894030 0.937754 0.915370 15969
20 0.816976 0.670875 0.736752 5782
avg / total 0.873547 0.866811 0.867889 21751
Classification report for turbine 3, turbine category 5
precision recall f1-score support
10 0.000000 0.000000 0.000000 0
11 0.000000 0.000000 0.000000 0
12 0.000000 0.000000 0.000000 0
13 0.000000 0.000000 0.000000 0
14 0.000000 0.000000 0.000000 0
15 0.000000 0.000000 0.000000 0
16 0.000000 0.000000 0.000000 0
17 0.000000 0.000000 0.000000 0
18 0.000000 0.000000 0.000000 0
19 0.898816 0.936189 0.917122 15969
20 0.802210 0.615185 0.696359 5782
avg / total 0.873135 0.850857 0.858437 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 0.854341 0.939607 0.894947 15250
20 0.797787 0.641374 0.711081 5733
avg / total 0.809269 0.827824 0.814885 21751
Classification report for turbine 3, turbine category 7
precision recall f1-score support
10 0.027972 0.020513 0.023669 195
11 0.000000 0.000000 0.000000 153
12 0.000000 0.000000 0.000000 103
13 0.000000 0.000000 0.000000 72
14 0.000000 0.000000 0.000000 72
15 0.047619 0.013889 0.021505 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 0.856422 0.938594 0.895627 15373
20 0.763429 0.633667 0.692522 5495
avg / total 0.798570 0.823686 0.808241 21751
Classification report for turbine 3, turbine category 8
precision recall f1-score support
10 0.000000 0.000000 0.000000 9
11 0.051587 0.180556 0.080247 72
12 0.003106 0.013889 0.005076 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 0.874814 0.914903 0.894410 15406
20 0.760234 0.383681 0.509980 5760
avg / total 0.821124 0.750264 0.768834 21751
Classification report for turbine 3, turbine category 9
precision recall f1-score support
10 0.015748 0.003003 0.005044 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 0.875391 0.929617 0.901690 15643
20 0.661796 0.642211 0.651856 4866
avg / total 0.778104 0.812330 0.794466 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 0.881967 0.944244 0.912044 15819
20 0.788370 0.680409 0.730421 5579
avg / total 0.843647 0.861248 0.850657 21751
Classification report for turbine 3, 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 0.000000 0.000000 0.000000 108
19 0.841649 0.935375 0.886040 15149
20 0.794533 0.630290 0.702945 5718
avg / total 0.795057 0.817158 0.801897 21751
Classification report for turbine 3, turbine category 12
precision recall f1-score support
19 0.890057 0.943954 0.916213 15969
20 0.814123 0.677966 0.739832 5782
avg / total 0.869871 0.873247 0.869326 21751
Classification report for turbine 3, turbine category 13
precision recall f1-score support
19 0.890057 0.943954 0.916213 15969
20 0.814123 0.677966 0.739832 5782
avg / total 0.869871 0.873247 0.869326 21751
------------------------------------------------------------------------
Classification report for turbine 3, turbine category 0
precision recall f1-score support
10 0.000000 0.000000 0.000000 51
11 0.000000 0.000000 0.000000 72
12 0.111111 0.013889 0.024691 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 0.958394 0.962957 0.960670 19950
20 0.521713 0.747019 0.614361 1174
avg / total 0.907565 0.923590 0.914367 21751
Classification report for turbine 3, turbine category 1
precision recall f1-score support
10 0.000000 0.000000 0.000000 0
11 0.000000 0.000000 0.000000 0
12 0.000000 0.000000 0.000000 0
13 0.000000 0.000000 0.000000 0
14 0.000000 0.000000 0.000000 0
15 0.000000 0.000000 0.000000 0
16 0.000000 0.000000 0.000000 0
17 0.000000 0.000000 0.000000 0
18 0.000000 0.000000 0.000000 0
19 0.984669 0.961525 0.972960 20507
20 0.563253 0.751608 0.643939 1244
avg / total 0.960567 0.949520 0.954142 21751
Classification report for turbine 3, turbine category 2
precision recall f1-score support
19 0.984704 0.963720 0.974099 20507
20 0.557406 0.753215 0.640684 1244
avg / total 0.960265 0.951680 0.955030 21751
Classification report for turbine 3, 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 0.972372 0.960709 0.966505 20259
20 0.543923 0.759026 0.633719 1191
avg / total 0.935456 0.936371 0.934908 21751
Classification report for turbine 3, turbine category 4
precision recall f1-score support
10 0.000000 0.000000 0.000000 0
11 0.000000 0.000000 0.000000 0
14 0.000000 0.000000 0.000000 0
15 0.000000 0.000000 0.000000 0
16 0.000000 0.000000 0.000000 0
17 0.000000 0.000000 0.000000 0
19 0.984783 0.962549 0.973539 20507
20 0.558282 0.731511 0.633264 1244
avg / total 0.960391 0.949336 0.954078 21751
Classification report for turbine 3, turbine category 5
precision recall f1-score support
10 0.000000 0.000000 0.000000 0
11 0.000000 0.000000 0.000000 0
12 0.000000 0.000000 0.000000 0
13 0.000000 0.000000 0.000000 0
14 0.000000 0.000000 0.000000 0
15 0.000000 0.000000 0.000000 0
16 0.000000 0.000000 0.000000 0
17 0.000000 0.000000 0.000000 0
18 0.000000 0.000000 0.000000 0
19 0.984947 0.960404 0.972521 20507
20 0.558014 0.750000 0.639918 1244
avg / total 0.960530 0.948370 0.953498 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 0.100000 0.041667 0.058824 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 0.946507 0.958158 0.952297 19741
20 0.524406 0.689145 0.595593 1216
avg / total 0.888689 0.908280 0.897787 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 0.944957 0.956378 0.950633 19692
20 0.533825 0.734970 0.618454 1181
avg / total 0.884490 0.905751 0.894224 21751
Classification report for turbine 3, turbine category 8
precision recall f1-score support
10 0.649832 0.500000 0.565154 386
11 0.000000 0.000000 0.000000 144
12 0.000000 0.000000 0.000000 144
13 0.000000 0.000000 0.000000 144
14 0.000000 0.000000 0.000000 144
15 0.000000 0.000000 0.000000 144
16 0.000000 0.000000 0.000000 144
17 0.000000 0.000000 0.000000 143
18 0.000000 0.000000 0.000000 108
19 0.929217 0.944662 0.936876 19372
20 0.366965 0.513667 0.428097 878
avg / total 0.853930 0.870948 0.861716 21751
Classification report for turbine 3, turbine category 9
precision recall f1-score support
10 0.021277 0.017857 0.019417 56
11 0.000000 0.000000 0.000000 72
12 0.093750 0.041667 0.057692 72
13 0.000000 0.000000 0.000000 86
14 0.052632 0.009259 0.015748 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 0.947665 0.955446 0.951540 19729
20 0.535952 0.741639 0.622238 1196
avg / total 0.889665 0.907636 0.897617 21751
Classification report for turbine 3, turbine category 10
precision recall f1-score support
11 0.000000 0.000000 0.000000 0
12 0.000000 0.000000 0.000000 0
16 0.000000 0.000000 0.000000 0
19 0.984699 0.963427 0.973947 20507
20 0.554893 0.747588 0.636986 1244
avg / total 0.960117 0.951083 0.954675 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 0.000000 0.000000 0.000000 36
19 0.971133 0.956487 0.963755 20224
20 0.561585 0.747565 0.641365 1232
avg / total 0.934765 0.931681 0.932423 21751
Classification report for turbine 3, turbine category 12
precision recall f1-score support
19 0.984704 0.963720 0.974099 20507
20 0.557406 0.753215 0.640684 1244
avg / total 0.960265 0.951680 0.955030 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 0.971550 0.964056 0.967788 20226
20 0.547888 0.755537 0.635172 1219
avg / total 0.934138 0.938807 0.935532 21751
------------------------------------------------------------------------
Classification report for turbine 3, turbine category 0
precision recall f1-score support
11 0.000000 0.000000 0.000000 0
12 0.000000 0.000000 0.000000 0
14 0.000000 0.000000 0.000000 0
15 0.000000 0.000000 0.000000 0
16 0.000000 0.000000 0.000000 0
17 0.000000 0.000000 0.000000 0
18 0.000000 0.000000 0.000000 0
19 0.981593 0.979019 0.980304 19446
20 0.833476 0.844685 0.839043 2305
avg / total 0.965897 0.964783 0.965335 21751
Classification report for turbine 3, turbine category 1
precision recall f1-score support
10 0.000000 0.000000 0.000000 0
11 0.000000 0.000000 0.000000 0
12 0.000000 0.000000 0.000000 0
13 0.000000 0.000000 0.000000 0
14 0.000000 0.000000 0.000000 0
15 0.000000 0.000000 0.000000 0
16 0.000000 0.000000 0.000000 0
17 0.000000 0.000000 0.000000 0
19 0.981527 0.978196 0.979859 19446
20 0.834989 0.838612 0.836797 2305
avg / total 0.965998 0.963404 0.964698 21751
Classification report for turbine 3, turbine category 2
precision recall f1-score support
19 0.981563 0.980150 0.980856 19446
20 0.834548 0.844685 0.839586 2305
avg / total 0.965984 0.965795 0.965886 21751
Classification report for turbine 3, turbine category 3
precision recall f1-score support
10 0.000000 0.000000 0.000000 0
11 0.000000 0.000000 0.000000 0
12 0.000000 0.000000 0.000000 0
13 0.000000 0.000000 0.000000 0
14 0.000000 0.000000 0.000000 0
15 0.000000 0.000000 0.000000 0
17 0.000000 0.000000 0.000000 0
18 0.000000 0.000000 0.000000 0
19 0.981195 0.979379 0.980286 19446
20 0.806824 0.697614 0.748255 2305
avg / total 0.962717 0.949520 0.955697 21751
Classification report for turbine 3, turbine category 4
precision recall f1-score support
10 0.000000 0.000000 0.000000 57
11 0.000000 0.000000 0.000000 108
12 0.000000 0.000000 0.000000 108
13 0.000000 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 0.937725 0.979132 0.957981 18593
20 0.809811 0.841305 0.825258 2237
avg / total 0.884864 0.923498 0.903768 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 0.975514 0.976978 0.976245 19329
20 0.761476 0.837264 0.797574 2120
avg / total 0.941108 0.949795 0.945276 21751
Classification report for turbine 3, turbine category 6
precision recall f1-score support
10 0.013245 0.014388 0.013793 139
11 0.028571 0.004630 0.007968 216
12 0.000000 0.000000 0.000000 216
13 0.000000 0.000000 0.000000 201
14 0.037975 0.037500 0.037736 160
15 0.043011 0.055556 0.048485 144
16 0.000000 0.000000 0.000000 144
17 0.000000 0.000000 0.000000 144
18 0.028571 0.006944 0.011173 144
19 0.916243 0.957640 0.936484 18083
20 0.768802 0.766667 0.767733 2160
avg / total 0.839200 0.873109 0.855640 21751
Classification report for turbine 3, turbine category 7
precision recall f1-score support
10 0.000000 0.000000 0.000000 107
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 0.111111 0.013889 0.024691 72
15 0.111111 0.013889 0.024691 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 0.958127 0.976502 0.967227 18980
20 0.760935 0.841475 0.799181 2088
avg / total 0.909847 0.932969 0.920887 21751
Classification report for turbine 3, turbine category 8
precision recall f1-score support
10 0.007042 0.250000 0.013699 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 0.967850 0.965881 0.966864 19168
20 0.790232 0.550851 0.649177 2291
avg / total 0.936150 0.909246 0.920425 21751
Classification report for turbine 3, turbine category 9
precision recall f1-score support
10 0.000000 0.000000 0.000000 20
11 0.000000 0.000000 0.000000 144
12 0.000000 0.000000 0.000000 144
13 0.000000 0.000000 0.000000 130
14 0.006757 0.009259 0.007812 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 0.934426 0.948255 0.941290 18514
20 0.811973 0.810536 0.811254 2259
avg / total 0.879727 0.891361 0.885500 21751
Classification report for turbine 3, turbine category 10
precision recall f1-score support
12 0.000000 0.000000 0.000000 0
13 0.000000 0.000000 0.000000 0
14 0.000000 0.000000 0.000000 0
19 0.981560 0.979944 0.980751 19446
20 0.834906 0.844685 0.839767 2305
avg / total 0.966018 0.965611 0.965811 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 0.000000 0.000000 0.000000 36
14 0.000000 0.000000 0.000000 36
15 0.000000 0.000000 0.000000 36
16 0.000000 0.000000 0.000000 36
17 0.000000 0.000000 0.000000 36
18 0.000000 0.000000 0.000000 36
19 0.966853 0.975886 0.971348 19159
20 0.831925 0.814186 0.822960 2298
avg / total 0.939529 0.945612 0.942542 21751
Classification report for turbine 3, turbine category 12
precision recall f1-score support
19 0.981563 0.980150 0.980856 19446
20 0.834548 0.844685 0.839586 2305
avg / total 0.965984 0.965795 0.965886 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 0.000000 0.000000 0.000000 36
17 0.000000 0.000000 0.000000 36
18 0.000000 0.000000 0.000000 36
19 0.962434 0.980060 0.971167 19057
20 0.814212 0.843459 0.828578 2255
avg / total 0.927643 0.946117 0.936783 21751
------------------------------------------------------------------------
Classification report for turbine 4, turbine category 0
precision recall f1-score support
10 0.061069 0.160000 0.088398 50
11 0.032609 0.083333 0.046875 36
12 0.000000 0.000000 0.000000 36
13 0.000000 0.000000 0.000000 36
14 0.000000 0.000000 0.000000 36
15 0.000000 0.000000 0.000000 36
16 0.000000 0.000000 0.000000 36
17 0.000000 0.000000 0.000000 36
18 0.000000 0.000000 0.000000 36
19 0.950206 0.922277 0.936033 17794
20 0.801815 0.774370 0.787853 3652
avg / total 0.910779 0.883676 0.896948 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 0.924065 0.966204 0.944664 17280
20 0.794133 0.813844 0.803868 3626
avg / total 0.865193 0.901900 0.883154 21784
Classification report for turbine 4, turbine category 2
precision recall f1-score support
19 0.961645 0.965439 0.963538 17997
20 0.832616 0.817006 0.824737 3787
avg / total 0.939214 0.939635 0.939408 21784
Classification report for turbine 4, turbine category 3
precision recall f1-score support
10 0.000000 0.000000 0.000000 0
11 0.000000 0.000000 0.000000 0
12 0.000000 0.000000 0.000000 0
13 0.000000 0.000000 0.000000 0
14 0.000000 0.000000 0.000000 0
15 0.000000 0.000000 0.000000 0
16 0.000000 0.000000 0.000000 0
17 0.000000 0.000000 0.000000 0
18 0.000000 0.000000 0.000000 5
19 0.960882 0.957036 0.958955 17992
20 0.831998 0.795088 0.813124 3787
avg / total 0.938256 0.928663 0.933383 21784
Classification report for turbine 4, turbine category 4
precision recall f1-score support
19 0.961645 0.965439 0.963538 17997
20 0.832616 0.817006 0.824737 3787
avg / total 0.939214 0.939635 0.939408 21784
Classification report for turbine 4, turbine category 5
precision recall f1-score support
10 0.008065 0.027778 0.012500 72
11 0.008333 0.005556 0.006667 180
12 0.000000 0.000000 0.000000 180
13 0.039216 0.011111 0.017316 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 0.911217 0.954580 0.932395 17063
20 0.729338 0.688095 0.708116 3360
avg / total 0.826653 0.854067 0.839788 21784
Classification report for turbine 4, turbine category 6
precision recall f1-score support
10 0.133401 0.264113 0.177267 496
11 0.010309 0.002227 0.003663 449
12 0.051282 0.021622 0.030418 370
13 0.000000 0.000000 0.000000 307
14 0.000000 0.000000 0.000000 252
15 0.000000 0.000000 0.000000 252
16 0.000000 0.000000 0.000000 252
17 0.000000 0.000000 0.000000 252
18 0.000000 0.000000 0.000000 243
19 0.861496 0.948582 0.902944 16006
20 0.678654 0.604131 0.639228 2905
avg / total 0.727615 0.783970 0.753319 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 0.936130 0.966735 0.951187 17496
20 0.811895 0.816730 0.814305 3694
avg / total 0.889537 0.914938 0.902038 21784
Classification report for turbine 4, turbine category 8
precision recall f1-score support
10 0.376365 0.366184 0.371205 1035
11 0.133721 0.036392 0.057214 632
12 0.059524 0.020492 0.030488 488
13 0.029703 0.012821 0.017910 468
14 0.012903 0.004494 0.006667 445
15 0.010309 0.002315 0.003781 432
16 0.028169 0.004630 0.007952 432
17 0.000000 0.000000 0.000000 432
18 0.000000 0.000000 0.000000 432
19 0.796859 0.923592 0.855558 14776
20 0.531065 0.649186 0.584215 2212
avg / total 0.619191 0.711807 0.660377 21784
Classification report for turbine 4, turbine category 9
precision recall f1-score support
10 0.040541 0.014634 0.021505 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 0.929527 0.966217 0.947517 17405
20 0.736996 0.765634 0.751042 3294
avg / total 0.854498 0.887899 0.870817 21784
Classification report for turbine 4, turbine category 10
precision recall f1-score support
19 0.961645 0.965439 0.963538 17997
20 0.832616 0.817006 0.824737 3787
avg / total 0.939214 0.939635 0.939408 21784
Classification report for turbine 4, turbine category 11
precision recall f1-score support
10 0.666667 0.035088 0.066667 57
11 0.131148 0.024691 0.041558 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 0.333333 0.012346 0.023810 324
16 0.000000 0.000000 0.000000 324
17 0.037037 0.003135 0.005780 319
18 0.000000 0.000000 0.000000 288
19 0.847427 0.960142 0.900270 15781
20 0.755074 0.821797 0.787024 3395
avg / total 0.740775 0.824321 0.776071 21784
Classification report for turbine 4, turbine category 12
precision recall f1-score support
19 0.961645 0.965439 0.963538 17997
20 0.832616 0.817006 0.824737 3787
avg / total 0.939214 0.939635 0.939408 21784
Classification report for turbine 4, turbine category 13
precision recall f1-score support
19 0.961645 0.965439 0.963538 17997
20 0.832616 0.817006 0.824737 3787
avg / total 0.939214 0.939635 0.939408 21784
------------------------------------------------------------------------
Classification report for turbine 4, turbine category 0
precision recall f1-score support
10 0.000000 0.000000 0.000000 27
11 0.000000 0.000000 0.000000 161
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 0.862478 0.928131 0.894101 14109
20 0.848018 0.799197 0.822884 6479
avg / total 0.810825 0.838827 0.823831 21784
Classification report for turbine 4, turbine category 1
precision recall f1-score support
10 0.000000 0.000000 0.000000 0
11 0.000000 0.000000 0.000000 0
12 0.000000 0.000000 0.000000 0
13 0.000000 0.000000 0.000000 0
14 0.000000 0.000000 0.000000 0
15 0.000000 0.000000 0.000000 0
16 0.000000 0.000000 0.000000 0
17 0.000000 0.000000 0.000000 0
18 0.000000 0.000000 0.000000 0
19 0.927700 0.935371 0.931519 15117
20 0.863658 0.829459 0.846213 6667
avg / total 0.908100 0.902956 0.905411 21784
Classification report for turbine 4, turbine category 2
precision recall f1-score support
19 0.928185 0.942184 0.935132 15117
20 0.864265 0.834708 0.849229 6667
avg / total 0.908622 0.909291 0.908842 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 0.000000 0.000000 0.000000 31
19 0.908727 0.933661 0.921026 14833
20 0.845780 0.733434 0.785611 6640
avg / total 0.876567 0.859300 0.866601 21784
Classification report for turbine 4, turbine category 4
precision recall f1-score support
19 0.928185 0.942184 0.935132 15117
20 0.864265 0.834708 0.849229 6667
avg / total 0.908622 0.909291 0.908842 21784
Classification report for turbine 4, turbine category 5
precision recall f1-score support
10 0.000000 0.000000 0.000000 0
11 0.000000 0.000000 0.000000 0
12 0.000000 0.000000 0.000000 0
13 0.000000 0.000000 0.000000 0
14 0.000000 0.000000 0.000000 0
15 0.000000 0.000000 0.000000 0
16 0.000000 0.000000 0.000000 0
17 0.000000 0.000000 0.000000 0
18 0.000000 0.000000 0.000000 0
19 0.928351 0.934246 0.931289 15117
20 0.871503 0.803660 0.836208 6667
avg / total 0.910952 0.894280 0.902189 21784
Classification report for turbine 4, turbine category 6
precision recall f1-score support
10 0.005882 0.294118 0.011534 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 0.000000 0.000000 0.000000 72
18 0.000000 0.000000 0.000000 72
19 0.912323 0.909679 0.910999 14836
20 0.822285 0.728088 0.772325 6355
avg / total 0.861226 0.832170 0.845754 21784
Classification report for turbine 4, turbine category 7
precision recall f1-score support
10 0.000000 0.000000 0.000000 0
11 0.000000 0.000000 0.000000 0
12 0.000000 0.000000 0.000000 0
13 0.000000 0.000000 0.000000 0
14 0.000000 0.000000 0.000000 0
15 0.000000 0.000000 0.000000 0
16 0.000000 0.000000 0.000000 0
17 0.000000 0.000000 0.000000 0
18 0.000000 0.000000 0.000000 0
19 0.927893 0.937223 0.932535 15117
20 0.865690 0.833358 0.849217 6667
avg / total 0.908856 0.905435 0.907035 21784
Classification report for turbine 4, turbine category 8
precision recall f1-score support
10 0.000000 0.000000 0.000000 0
11 0.000000 0.000000 0.000000 0
12 0.000000 0.000000 0.000000 0
13 0.000000 0.000000 0.000000 0
14 0.000000 0.000000 0.000000 0
15 0.000000 0.000000 0.000000 0
16 0.000000 0.000000 0.000000 0
17 0.000000 0.000000 0.000000 0
18 0.000000 0.000000 0.000000 0
19 0.941474 0.874711 0.906865 15117
20 0.841463 0.517474 0.640847 6667
avg / total 0.910866 0.765378 0.825450 21784
Classification report for turbine 4, turbine category 9
precision recall f1-score support
10 0.736842 0.002713 0.005406 5160
11 0.000000 0.000000 0.000000 221
12 0.000000 0.000000 0.000000 190
13 0.000000 0.000000 0.000000 180
14 0.000000 0.000000 0.000000 180
15 0.000000 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 0.842415 0.950885 0.893369 13560
20 0.188561 0.762873 0.302381 1573
avg / total 0.712535 0.647631 0.579216 21784
Classification report for turbine 4, turbine category 10
precision recall f1-score support
19 0.928185 0.942184 0.935132 15117
20 0.864265 0.834708 0.849229 6667
avg / total 0.908622 0.909291 0.908842 21784
Classification report for turbine 4, turbine category 11
precision recall f1-score support
10 0.000000 0.000000 0.000000 7
11 0.012422 0.055556 0.020305 36
12 0.016949 0.027778 0.021053 36
13 0.000000 0.000000 0.000000 36
14 0.000000 0.000000 0.000000 36
15 0.000000 0.000000 0.000000 36
16 0.000000 0.000000 0.000000 36
17 0.000000 0.000000 0.000000 36
18 0.000000 0.000000 0.000000 36
19 0.926294 0.925735 0.926014 14906
20 0.863003 0.827738 0.845003 6583
avg / total 0.894672 0.883722 0.889061 21784
Classification report for turbine 4, turbine category 12
precision recall f1-score support
19 0.928185 0.942184 0.935132 15117
20 0.864265 0.834708 0.849229 6667
avg / total 0.908622 0.909291 0.908842 21784
Classification report for turbine 4, turbine category 13
precision recall f1-score support
19 0.928185 0.942184 0.935132 15117
20 0.864265 0.834708 0.849229 6667
avg / total 0.908622 0.909291 0.908842 21784
------------------------------------------------------------------------
Classification report for turbine 4, turbine category 0
precision recall f1-score support
10 0.000000 0.000000 0.000000 235
11 0.008197 0.009259 0.008696 108
12 0.000000 0.000000 0.000000 108
13 0.003906 0.009259 0.005495 108
14 0.003984 0.009259 0.005571 108
15 0.000000 0.000000 0.000000 108
16 0.000000 0.000000 0.000000 108
17 0.055556 0.046296 0.050505 108
18 0.045455 0.009259 0.015385 108
19 0.886969 0.930474 0.908201 17044
20 0.703441 0.572645 0.631340 3641
avg / total 0.812127 0.824137 0.816532 21784
Classification report for turbine 4, 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 1.000000 0.055556 0.105263 36
13 0.000000 0.000000 0.000000 36
14 0.000000 0.000000 0.000000 36
15 0.000000 0.000000 0.000000 36
16 0.000000 0.000000 0.000000 36
17 0.000000 0.000000 0.000000 36
18 0.000000 0.000000 0.000000 36
19 0.908429 0.959251 0.933149 17571
20 0.771429 0.626626 0.691528 3921
avg / total 0.873246 0.886614 0.877324 21784
Classification report for turbine 4, turbine category 2
precision recall f1-score support
19 0.920359 0.962003 0.940721 17791
20 0.787955 0.629101 0.699624 3993
avg / total 0.896090 0.900982 0.896528 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 0.905467 0.959201 0.931560 17525
20 0.775303 0.596673 0.674359 3967
avg / total 0.869626 0.880325 0.872235 21784
Classification report for turbine 4, turbine category 4
precision recall f1-score support
19 0.920359 0.962003 0.940721 17791
20 0.787955 0.629101 0.699624 3993
avg / total 0.896090 0.900982 0.896528 21784
Classification report for turbine 4, turbine category 5
precision recall f1-score support
10 0.043478 0.034483 0.038462 29
11 0.000000 0.000000 0.000000 72
12 0.000000 0.000000 0.000000 72
13 0.000000 0.000000 0.000000 72
14 0.000000 0.000000 0.000000 72
15 0.000000 0.000000 0.000000 72
16 0.000000 0.000000 0.000000 72
17 0.000000 0.000000 0.000000 72
18 0.000000 0.000000 0.000000 72
19 0.892156 0.960616 0.925121 17215
20 0.784200 0.616044 0.690025 3964
avg / total 0.847792 0.871282 0.856699 21784
Classification report for turbine 4, turbine category 6
precision recall f1-score support
10 0.218567 0.934375 0.354265 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 0.095238 0.018519 0.031008 108
16 0.000000 0.000000 0.000000 93
17 0.000000 0.000000 0.000000 72
18 0.000000 0.000000 0.000000 72
19 0.887969 0.912754 0.900191 16803
20 0.767003 0.586509 0.664721 3884
avg / total 0.825368 0.822438 0.818233 21784
Classification report for turbine 4, turbine category 7
precision recall f1-score support
10 0.043478 0.003876 0.007117 258
11 0.000000 0.000000 0.000000 322
12 0.000000 0.000000 0.000000 288
13 0.000000 0.000000 0.000000 280
14 0.000000 0.000000 0.000000 248
15 0.000000 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 0.829664 0.959649 0.889935 16059
20 0.716625 0.621858 0.665886 3660
avg / total 0.732539 0.811972 0.768015 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 0.000000 0.000000 0.000000 36
14 0.000000 0.000000 0.000000 36
15 0.000000 0.000000 0.000000 36
16 0.000000 0.000000 0.000000 36
17 0.000000 0.000000 0.000000 36
18 0.000000 0.000000 0.000000 36
19 0.922771 0.948086 0.935257 17606
20 0.750977 0.607265 0.671518 3799
avg / total 0.876756 0.872154 0.872991 21784
Classification report for turbine 4, turbine category 9
precision recall f1-score support
10 0.068538 0.653543 0.124066 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 0.000000 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 0.879991 0.955192 0.916051 17073
20 0.626246 0.305346 0.410526 3704
avg / total 0.796567 0.804352 0.788473 21784
Classification report for turbine 4, turbine category 10
precision recall f1-score support
19 0.920359 0.962003 0.940721 17791
20 0.787955 0.629101 0.699624 3993
avg / total 0.896090 0.900982 0.896528 21784
Classification report for turbine 4, turbine category 11
precision recall f1-score support
10 0.000000 0.000000 0.000000 12
11 0.014085 0.013889 0.013986 72
12 0.058824 0.013889 0.022472 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 0.887268 0.954036 0.919441 17209
20 0.780584 0.596940 0.676521 3987
avg / total 0.844033 0.863019 0.850283 21784
Classification report for turbine 4, turbine category 12
precision recall f1-score support
19 0.920359 0.962003 0.940721 17791
20 0.787955 0.629101 0.699624 3993
avg / total 0.896090 0.900982 0.896528 21784
Classification report for turbine 4, turbine category 13
precision recall f1-score support
19 0.920359 0.962003 0.940721 17791
20 0.787955 0.629101 0.699624 3993
avg / total 0.896090 0.900982 0.896528 21784
------------------------------------------------------------------------
Classification report for turbine 4, turbine category 0
precision recall f1-score support
10 0.000000 0.000000 0.000000 0
11 0.000000 0.000000 0.000000 0
12 0.000000 0.000000 0.000000 0
13 0.000000 0.000000 0.000000 0
14 0.000000 0.000000 0.000000 0
15 0.000000 0.000000 0.000000 0
16 0.000000 0.000000 0.000000 0
17 0.000000 0.000000 0.000000 0
18 0.000000 0.000000 0.000000 0
19 0.981446 0.851615 0.911933 20622
20 0.215789 0.705680 0.330512 1162
avg / total 0.940605 0.843830 0.880919 21784
Classification report for turbine 4, turbine category 1
precision recall f1-score support
11 0.000000 0.000000 0.000000 0
12 0.000000 0.000000 0.000000 0
14 0.000000 0.000000 0.000000 0
15 0.000000 0.000000 0.000000 0
17 0.000000 0.000000 0.000000 0
19 0.981618 0.854524 0.913672 20622
20 0.217528 0.713425 0.333400 1162
avg / total 0.940860 0.846998 0.882720 21784
Classification report for turbine 4, turbine category 2
precision recall f1-score support
19 0.981580 0.855349 0.914127 20622
20 0.217881 0.715146 0.334003 1162
avg / total 0.940843 0.847870 0.883182 21784
Classification report for turbine 4, turbine category 3
precision recall f1-score support
10 0.057143 0.000705 0.001392 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 0.000000 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 0.905640 0.963246 0.933555 16869
20 0.127383 0.676512 0.214397 711
avg / total 0.712908 0.768087 0.730102 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 0.970173 0.854859 0.908873 20394
20 0.123492 0.610104 0.205408 772
avg / total 0.912644 0.821934 0.858159 21784
Classification report for turbine 4, turbine category 5
precision recall f1-score support
10 0.000000 0.000000 0.000000 0
11 0.000000 0.000000 0.000000 0
12 0.000000 0.000000 0.000000 0
13 0.000000 0.000000 0.000000 0
14 0.000000 0.000000 0.000000 0
15 0.000000 0.000000 0.000000 0
16 0.000000 0.000000 0.000000 0
17 0.000000 0.000000 0.000000 0
18 0.000000 0.000000 0.000000 0
19 0.981988 0.853894 0.913472 20622
20 0.216432 0.700516 0.330693 1162
avg / total 0.941151 0.845712 0.882385 21784
Classification report for turbine 4, turbine category 6
precision recall f1-score support
10 0.036036 0.075472 0.048780 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 0.000000 0.000000 0.000000 36
16 0.000000 0.000000 0.000000 36
17 0.000000 0.000000 0.000000 36
18 0.000000 0.000000 0.000000 36
19 0.965767 0.845064 0.901393 20331
20 0.198259 0.655576 0.304448 1112
avg / total 0.911558 0.822347 0.856929 21784
Classification report for turbine 4, turbine category 7
precision recall f1-score support
10 0.000000 0.000000 0.000000 0
11 0.000000 0.000000 0.000000 0
12 0.000000 0.000000 0.000000 0
13 0.000000 0.000000 0.000000 0
14 0.000000 0.000000 0.000000 0
15 0.000000 0.000000 0.000000 0
16 0.000000 0.000000 0.000000 0
17 0.000000 0.000000 0.000000 0
18 0.000000 0.000000 0.000000 0
19 0.981472 0.850257 0.911165 20622
20 0.209456 0.682444 0.320534 1162
avg / total 0.940291 0.841306 0.879659 21784
Classification report for turbine 4, turbine category 8
precision recall f1-score support
10 0.007246 0.062500 0.012987 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 0.000000 0.000000 0.000000 108
18 0.000000 0.000000 0.000000 108
19 0.936334 0.847110 0.889490 19792
20 0.189040 0.614209 0.289101 1112
avg / total 0.860368 0.801047 0.822919 21784
Classification report for turbine 4, turbine category 9
precision recall f1-score support
10 0.016178 0.260606 0.030464 165
11 0.000000 0.000000 0.000000 179
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 0.904879 0.843589 0.873160 19193
20 0.419065 0.472138 0.444021 987
avg / total 0.816362 0.766618 0.789654 21784
Classification report for turbine 4, turbine category 10
precision recall f1-score support
19 0.981580 0.855349 0.914127 20622
20 0.217881 0.715146 0.334003 1162
avg / total 0.940843 0.847870 0.883182 21784
Classification report for turbine 4, turbine category 11
precision recall f1-score support
10 0.000000 0.000000 0.000000 19
11 0.000000 0.000000 0.000000 108
12 0.000000 0.000000 0.000000 108
13 0.000000 0.000000 0.000000 108
14 0.000000 0.000000 0.000000 108
15 0.000000 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 0.939457 0.845691 0.890112 19798
20 0.206979 0.709882 0.320508 1103
avg / total 0.864289 0.804535 0.825191 21784
Classification report for turbine 4, turbine category 12
precision recall f1-score support
19 0.981580 0.855349 0.914127 20622
20 0.217881 0.715146 0.334003 1162
avg / total 0.940843 0.847870 0.883182 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 0.947357 0.852479 0.897417 19970
20 0.198741 0.705116 0.310084 1075
avg / total 0.878276 0.816287 0.837989 21784
------------------------------------------------------------------------
Classification report for turbine 4, turbine category 0
precision recall f1-score support
10 0.000000 0.000000 0.000000 0
11 0.000000 0.000000 0.000000 0
12 0.000000 0.000000 0.000000 0
13 0.000000 0.000000 0.000000 0
14 0.000000 0.000000 0.000000 0
15 0.000000 0.000000 0.000000 0
16 0.000000 0.000000 0.000000 0
18 0.000000 0.000000 0.000000 0
19 0.981212 0.982417 0.981814 20360
20 0.769978 0.724017 0.746290 1424
avg / total 0.967403 0.965525 0.966418 21784
Classification report for turbine 4, turbine category 1
precision recall f1-score support
15 0.000000 0.000000 0.000000 0
16 0.000000 0.000000 0.000000 0
19 0.981347 0.984528 0.982935 20360
20 0.770310 0.732444 0.750900 1424
avg / total 0.967552 0.968050 0.967767 21784
Classification report for turbine 4, turbine category 2
precision recall f1-score support
19 0.981301 0.984627 0.982961 20360
20 0.769004 0.731742 0.749910 1424
avg / total 0.967423 0.968096 0.967727 21784
Classification report for turbine 4, turbine category 3
precision recall f1-score support
10 0.000000 0.000000 0.000000 0
11 0.000000 0.000000 0.000000 0
12 0.000000 0.000000 0.000000 0
13 0.000000 0.000000 0.000000 0
14 0.000000 0.000000 0.000000 0
15 0.000000 0.000000 0.000000 0
16 0.000000 0.000000 0.000000 0
17 0.000000 0.000000 0.000000 0
18 0.000000 0.000000 0.000000 0
19 0.981900 0.964538 0.973142 20360
20 0.753499 0.680478 0.715129 1424
avg / total 0.966970 0.945970 0.956276 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 0.940214 0.984314 0.961759 19508
20 0.662111 0.680718 0.671286 1281
avg / total 0.880916 0.921502 0.900749 21784
Classification report for turbine 4, turbine category 5
precision recall f1-score support
10 0.000000 0.000000 0.000000 0
11 0.000000 0.000000 0.000000 0
12 0.000000 0.000000 0.000000 0
13 0.000000 0.000000 0.000000 0
14 0.000000 0.000000 0.000000 0
15 0.000000 0.000000 0.000000 0
16 0.000000 0.000000 0.000000 0
18 0.000000 0.000000 0.000000 0
19 0.981198 0.984234 0.982713 20360
20 0.764618 0.716292 0.739666 1424
avg / total 0.967040 0.966719 0.966826 21784
Classification report for turbine 4, turbine category 6
precision recall f1-score support
10 0.010870 0.058824 0.018349 17
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 0.927586 0.980590 0.953352 19268
20 0.711934 0.642168 0.675254 1347
avg / total 0.864483 0.907088 0.885010 21784
Classification report for turbine 4, turbine category 7
precision recall f1-score support
10 0.000000 0.000000 0.000000 0
11 0.000000 0.000000 0.000000 0
12 0.000000 0.000000 0.000000 0
13 0.000000 0.000000 0.000000 0
14 0.000000 0.000000 0.000000 0
15 0.000000 0.000000 0.000000 0
16 0.000000 0.000000 0.000000 0
18 0.000000 0.000000 0.000000 0
19 0.981513 0.983104 0.982308 20360
20 0.769572 0.731742 0.750180 1424
avg / total 0.967659 0.966673 0.967134 21784
Classification report for turbine 4, turbine category 8
precision recall f1-score support
10 0.000000 0.000000 0.000000 0
11 0.000000 0.000000 0.000000 0
12 0.000000 0.000000 0.000000 0
13 0.000000 0.000000 0.000000 0
14 0.000000 0.000000 0.000000 0
15 0.000000 0.000000 0.000000 0
16 0.000000 0.000000 0.000000 0
17 0.000000 0.000000 0.000000 0
18 0.000000 0.000000 0.000000 0
19 0.984899 0.980206 0.982547 20360
20 0.769027 0.610253 0.680501 1424
avg / total 0.970787 0.956023 0.962802 21784
Classification report for turbine 4, turbine category 9
precision recall f1-score support
10 0.592814 0.086087 0.150342 1150
11 0.000000 0.000000 0.000000 552
12 0.000000 0.000000 0.000000 540
13 0.035714 0.001880 0.003571 532
14 0.020833 0.001984 0.003623 504
15 0.028571 0.001984 0.003711 504
16 0.000000 0.000000 0.000000 476
17 0.000000 0.000000 0.000000 468
18 0.000000 0.000000 0.000000 436
19 0.787419 0.975214 0.871313 16340
20 0.150211 0.631206 0.242672 282
avg / total 0.625892 0.744354 0.664899 21784
Classification report for turbine 4, turbine category 10
precision recall f1-score support
19 0.981301 0.984627 0.982961 20360
20 0.769004 0.731742 0.749910 1424
avg / total 0.967423 0.968096 0.967727 21784
Classification report for turbine 4, turbine category 11
precision recall f1-score support
10 0.083333 0.033333 0.047619 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 0.153846 0.011111 0.020725 180
18 0.000000 0.000000 0.000000 176
19 0.926712 0.980932 0.953051 19194
20 0.629768 0.749110 0.684275 1124
avg / total 0.850411 0.903094 0.875282 21784
Classification report for turbine 4, turbine category 12
precision recall f1-score support
19 0.981301 0.984627 0.982961 20360
20 0.769004 0.731742 0.749910 1424
avg / total 0.967423 0.968096 0.967727 21784
Classification report for turbine 4, turbine category 13
precision recall f1-score support
10 0.000000 0.000000 0.000000 0
11 0.000000 0.000000 0.000000 0
13 0.000000 0.000000 0.000000 0
15 0.000000 0.000000 0.000000 0
16 0.000000 0.000000 0.000000 0
17 0.000000 0.000000 0.000000 0
19 0.981103 0.984283 0.982690 20360
20 0.768945 0.726826 0.747292 1424
avg / total 0.967234 0.967453 0.967302 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 0.934602 0.988664 0.960873 18878
20 0.771466 0.360494 0.491376 1620
avg / total 0.908938 0.926008 0.910969 20786
Classification report for turbine 5, turbine category 1
precision recall f1-score support
10 0.007519 0.016949 0.010417 59
11 0.006452 0.005556 0.005970 180
12 0.007812 0.005556 0.006494 180
13 0.090909 0.005556 0.010471 180
14 0.000000 0.000000 0.000000 180
15 0.000000 0.000000 0.000000 180
16 0.001326 0.005556 0.002141 180
17 0.000000 0.000000 0.000000 180
18 0.000000 0.000000 0.000000 180
19 0.876725 0.925061 0.900244 17721
20 0.734177 0.333333 0.458498 1566
avg / total 0.803703 0.814009 0.802288 20786
Classification report for turbine 5, turbine category 2
precision recall f1-score support
19 0.947926 0.991540 0.969242 19148
20 0.785997 0.363248 0.496868 1638
avg / total 0.935165 0.942028 0.932018 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 0.933696 0.991464 0.961714 18862
20 0.766182 0.359133 0.489039 1615
avg / total 0.906801 0.927595 0.910692 20786
Classification report for turbine 5, turbine category 4
precision recall f1-score support
10 0.000000 0.000000 0.000000 0
11 0.000000 0.000000 0.000000 0
12 0.000000 0.000000 0.000000 0
13 0.000000 0.000000 0.000000 0
16 0.000000 0.000000 0.000000 0
17 0.000000 0.000000 0.000000 0
19 0.947424 0.981565 0.964192 19148
20 0.785235 0.357143 0.490978 1638
avg / total 0.934643 0.932358 0.926902 20786
Classification report for turbine 5, turbine category 5
precision recall f1-score support
19 0.947926 0.991540 0.969242 19148
20 0.785997 0.363248 0.496868 1638
avg / total 0.935165 0.942028 0.932018 20786
Classification report for turbine 5, turbine category 6
precision recall f1-score support
10 0.000000 0.000000 0.000000 1941
11 0.000000 0.000000 0.000000 252
12 0.000000 0.000000 0.000000 265
13 0.000000 0.000000 0.000000 273
14 0.001828 0.004630 0.002621 216
15 0.000000 0.000000 0.000000 216
16 0.088889 0.021622 0.034783 185
17 0.000000 0.000000 0.000000 163
18 0.000000 0.000000 0.000000 144
19 0.810607 0.962659 0.880114 16068
20 0.738714 0.507996 0.602007 1063
avg / total 0.665204 0.770374 0.711469 20786
Classification report for turbine 5, turbine category 7
precision recall f1-score support
10 0.184211 0.083333 0.114754 84
11 0.000000 0.000000 0.000000 103
12 0.000000 0.000000 0.000000 72
13 0.000000 0.000000 0.000000 72
14 0.000000 0.000000 0.000000 61
15 0.000000 0.000000 0.000000 36
16 0.000000 0.000000 0.000000 36
17 0.000000 0.000000 0.000000 36
18 0.000000 0.000000 0.000000 36
19 0.926074 0.961978 0.943685 18726
20 0.682497 0.330052 0.444936 1524
avg / total 0.885080 0.891177 0.883247 20786
Classification report for turbine 5, turbine category 8
precision recall f1-score support
10 0.225000 0.157895 0.185567 627
11 0.000000 0.000000 0.000000 724
12 0.020000 0.001757 0.003231 569
13 0.053254 0.034221 0.041667 526
14 0.000000 0.000000 0.000000 498
15 0.000000 0.000000 0.000000 468
16 0.000000 0.000000 0.000000 452
17 0.000000 0.000000 0.000000 432
18 0.000000 0.000000 0.000000 397
19 0.742027 0.965346 0.839082 14919
20 0.496774 0.196763 0.281879 1174
avg / total 0.569324 0.709660 0.624906 20786
Classification report for turbine 5, turbine category 9
precision recall f1-score support
10 0.447140 0.293515 0.354396 879
11 0.000000 0.000000 0.000000 551
12 0.093023 0.016427 0.027923 487
13 0.000000 0.000000 0.000000 468
14 0.014493 0.006410 0.008889 468
15 0.043478 0.006865 0.011858 437
16 0.000000 0.000000 0.000000 360
17 0.013514 0.002907 0.004785 344
18 0.000000 0.000000 0.000000 288
19 0.774942 0.926985 0.844172 15627
20 0.293769 0.112885 0.163097 877
avg / total 0.617552 0.714808 0.657703 20786
Classification report for turbine 5, turbine category 10
precision recall f1-score support
19 0.947926 0.991540 0.969242 19148
20 0.785997 0.363248 0.496868 1638
avg / total 0.935165 0.942028 0.932018 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 0.882326 0.988717 0.932497 17814
20 0.760211 0.366117 0.494218 1576
avg / total 0.813810 0.875108 0.836639 20786
Classification report for turbine 5, turbine category 12
precision recall f1-score support
19 0.947926 0.991540 0.969242 19148
20 0.785997 0.363248 0.496868 1638
avg / total 0.935165 0.942028 0.932018 20786
Classification report for turbine 5, turbine category 13
precision recall f1-score support
19 0.947926 0.991540 0.969242 19148
20 0.785997 0.363248 0.496868 1638
avg / total 0.935165 0.942028 0.932018 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 0.917017 0.980504 0.947698 17593
20 0.830256 0.603429 0.698899 2683
avg / total 0.883318 0.907774 0.892331 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 0.018519 0.006944 0.010101 144
13 0.016949 0.006944 0.009852 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 0.875625 0.956664 0.914352 16845
20 0.767411 0.437289 0.557119 2671
avg / total 0.808465 0.831569 0.812720 20786
Classification report for turbine 5, turbine category 2
precision recall f1-score support
19 0.941697 0.982416 0.961626 18085
20 0.834289 0.592743 0.693074 2701
avg / total 0.927740 0.931781 0.926729 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 0.000000 0.000000 0.000000 36
17 0.000000 0.000000 0.000000 36
18 0.000000 0.000000 0.000000 36
19 0.925973 0.979937 0.952191 17794
20 0.496855 0.472347 0.484291 2007
avg / total 0.840660 0.884490 0.861891 20786
Classification report for turbine 5, turbine category 4
precision recall f1-score support
10 0.000000 0.000000 0.000000 0
12 0.000000 0.000000 0.000000 0
13 0.000000 0.000000 0.000000 0
15 0.000000 0.000000 0.000000 0
16 0.000000 0.000000 0.000000 0
19 0.941373 0.981974 0.961245 18085
20 0.818340 0.522029 0.637432 2701
avg / total 0.925386 0.922207 0.919168 20786
Classification report for turbine 5, turbine category 5
precision recall f1-score support
19 0.941697 0.982416 0.961626 18085
20 0.834289 0.592743 0.693074 2701
avg / total 0.927740 0.931781 0.926729 20786
Classification report for turbine 5, turbine category 6
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 0.025641 0.013889 0.018018 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 0.919744 0.952791 0.935976 17645
20 0.731948 0.566774 0.638857 2486
avg / total 0.868390 0.876648 0.871009 20786
Classification report for turbine 5, turbine category 7
precision recall f1-score support
10 0.000000 0.000000 0.000000 0
11 0.000000 0.000000 0.000000 0
12 0.000000 0.000000 0.000000 0
13 0.000000 0.000000 0.000000 0
14 0.000000 0.000000 0.000000 0
15 0.000000 0.000000 0.000000 0
16 0.000000 0.000000 0.000000 0
17 0.000000 0.000000 0.000000 0
18 0.000000 0.000000 0.000000 0
19 0.941393 0.976998 0.958865 18085
20 0.841990 0.570159 0.679912 2701
avg / total 0.928476 0.924132 0.922617 20786
Classification report for turbine 5, turbine category 8
precision recall f1-score support
10 0.242529 0.363167 0.290834 581
11 0.113725 0.099656 0.106227 291
12 0.000000 0.000000 0.000000 288
13 0.034247 0.017361 0.023041 288
14 0.010417 0.003472 0.005208 288
15 0.004587 0.003472 0.003953 288
16 0.000000 0.000000 0.000000 288
17 0.006936 0.020833 0.010408 288
18 0.015823 0.020408 0.017825 245
19 0.826111 0.851744 0.838732 15824
20 0.693700 0.452527 0.547742 2117
avg / total 0.708891 0.706918 0.704714 20786
Classification report for turbine 5, turbine category 9
precision recall f1-score support
10 0.246053 0.184965 0.211180 1011
11 0.027778 0.007962 0.012376 628
12 0.031963 0.014141 0.019608 495
13 0.000000 0.000000 0.000000 399
14 0.011407 0.008451 0.009709 355
15 0.013333 0.009259 0.010929 324
16 0.005988 0.003086 0.004073 324
17 0.000000 0.000000 0.000000 324
18 0.045455 0.006173 0.010870 324
19 0.793264 0.933311 0.857608 14965
20 0.664778 0.430055 0.522255 1637
avg / total 0.638242 0.715818 0.670251 20786
Classification report for turbine 5, turbine category 10
precision recall f1-score support
19 0.941697 0.982416 0.961626 18085
20 0.834289 0.592743 0.693074 2701
avg / total 0.927740 0.931781 0.926729 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 0.032787 0.027778 0.030075 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 0.021739 0.013889 0.016949 72
19 0.914884 0.970291 0.941773 17503
20 0.835437 0.614328 0.708021 2694
avg / total 0.878852 0.896806 0.884954 20786
Classification report for turbine 5, turbine category 12
precision recall f1-score support
19 0.941697 0.982416 0.961626 18085
20 0.834289 0.592743 0.693074 2701
avg / total 0.927740 0.931781 0.926729 20786
Classification report for turbine 5, turbine category 13
precision recall f1-score support
19 0.941697 0.982416 0.961626 18085
20 0.834289 0.592743 0.693074 2701
avg / total 0.927740 0.931781 0.926729 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 0.000000 0.000000 0.000000 124
14 0.000000 0.000000 0.000000 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 0.882704 0.991538 0.933961 17608
20 0.834388 0.326320 0.469158 2424
avg / total 0.845050 0.877995 0.845878 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 0.000000 0.000000 0.000000 36
14 0.293103 0.472222 0.361702 36
15 0.000000 0.000000 0.000000 36
16 0.000000 0.000000 0.000000 36
17 0.000000 0.000000 0.000000 36
18 0.000000 0.000000 0.000000 36
19 0.898795 0.976646 0.936104 17941
20 0.869048 0.315521 0.462958 2545
avg / total 0.882688 0.882421 0.865289 20786
Classification report for turbine 5, turbine category 2
precision recall f1-score support
19 0.911990 0.993742 0.951113 18217
20 0.878205 0.319969 0.469044 2569
avg / total 0.907814 0.910469 0.891532 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 0.000000 0.000000 0.000000 36
14 0.000000 0.000000 0.000000 36
15 0.000000 0.000000 0.000000 36
16 0.000000 0.000000 0.000000 36
17 0.000000 0.000000 0.000000 36
18 0.000000 0.000000 0.000000 36
19 0.897406 0.991801 0.942246 17930
20 0.878233 0.318111 0.467049 2562
avg / total 0.882350 0.894737 0.870347 20786
Classification report for turbine 5, turbine category 4
precision recall f1-score support
13 0.000000 0.000000 0.000000 0
19 0.911985 0.993687 0.951085 18217
20 0.878205 0.319969 0.469044 2569
avg / total 0.907810 0.910420 0.891508 20786
Classification report for turbine 5, turbine category 5
precision recall f1-score support
19 0.911990 0.993742 0.951113 18217
20 0.878205 0.319969 0.469044 2569
avg / total 0.907814 0.910469 0.891532 20786
Classification report for turbine 5, turbine category 6
precision recall f1-score support
10 0.034783 0.097561 0.051282 41
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 0.874277 0.976845 0.922720 17491
20 0.885845 0.306962 0.455934 2528
avg / total 0.843492 0.859521 0.832002 20786
Classification report for turbine 5, turbine category 7
precision recall f1-score support
10 0.000000 0.000000 0.000000 0
11 0.000000 0.000000 0.000000 0
12 0.000000 0.000000 0.000000 0
13 0.000000 0.000000 0.000000 0
14 0.000000 0.000000 0.000000 0
15 0.000000 0.000000 0.000000 0
16 0.000000 0.000000 0.000000 0
17 0.000000 0.000000 0.000000 0
19 0.911944 0.992040 0.950308 18217
20 0.838028 0.231608 0.362916 2569
avg / total 0.902809 0.898056 0.877710 20786
Classification report for turbine 5, turbine category 8
precision recall f1-score support
10 0.138710 0.494253 0.216625 174
11 0.000000 0.000000 0.000000 144
12 0.006536 0.006944 0.006734 144
13 0.022727 0.020833 0.021739 144
14 0.005952 0.006944 0.006410 144
15 0.009174 0.006944 0.007905 144
16 0.000000 0.000000 0.000000 144
17 0.000000 0.000000 0.000000 144
18 0.004566 0.013889 0.006873 144
19 0.872258 0.931853 0.901071 17066
20 0.757475 0.190476 0.304406 2394
avg / total 0.804894 0.791542 0.777026 20786
Classification report for turbine 5, turbine category 9
precision recall f1-score support
10 0.136280 0.202740 0.162996 365
11 0.015625 0.013889 0.014706 216
12 0.032258 0.032407 0.032333 216
13 0.000000 0.000000 0.000000 210
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 0.012987 0.005556 0.007782 180
18 0.000000 0.000000 0.000000 149
19 0.870006 0.930262 0.899126 16691
20 0.796062 0.255070 0.386348 2219
avg / total 0.786595 0.778312 0.766654 20786
Classification report for turbine 5, turbine category 10
precision recall f1-score support
19 0.911990 0.993742 0.951113 18217
20 0.878205 0.319969 0.469044 2569
avg / total 0.907814 0.910469 0.891532 20786
Classification report for turbine 5, turbine category 11
precision recall f1-score support
10 0.000000 0.000000 0.000000 12
11 0.014925 0.013889 0.014388 72
12 0.000000 0.000000 0.000000 72
13 0.000000 0.000000 0.000000 72
14 0.000000 0.000000 0.000000 72
15 0.000000 0.000000 0.000000 72
16 0.000000 0.000000 0.000000 72
17 0.000000 0.000000 0.000000 72
18 0.000000 0.000000 0.000000 72
19 0.883706 0.985309 0.931746 17630
20 0.871579 0.322430 0.470722 2568
avg / total 0.857261 0.875589 0.848481 20786
Classification report for turbine 5, turbine category 12
precision recall f1-score support
19 0.911990 0.993742 0.951113 18217
20 0.878205 0.319969 0.469044 2569
avg / total 0.907814 0.910469 0.891532 20786
Classification report for turbine 5, turbine category 13
precision recall f1-score support
19 0.911990 0.993742 0.951113 18217
20 0.878205 0.319969 0.469044 2569
avg / total 0.907814 0.910469 0.891532 20786
------------------------------------------------------------------------
Classification report for turbine 5, turbine category 0
precision recall f1-score support
10 0.000000 0.000000 0.000000 0
11 0.000000 0.000000 0.000000 0
12 0.000000 0.000000 0.000000 0
13 0.000000 0.000000 0.000000 0
14 0.000000 0.000000 0.000000 0
15 0.000000 0.000000 0.000000 0
16 0.000000 0.000000 0.000000 0
17 0.000000 0.000000 0.000000 0
18 0.000000 0.000000 0.000000 0
19 0.975902 0.988106 0.981966 19673
20 0.830214 0.557951 0.667383 1113
avg / total 0.968101 0.965073 0.965122 20786
Classification report for turbine 5, turbine category 1
precision recall f1-score support
10 0.006211 0.040000 0.010753 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 0.000000 0.000000 0.000000 36
15 0.000000 0.000000 0.000000 36
16 0.000000 0.000000 0.000000 36
17 0.000000 0.000000 0.000000 36
18 0.000000 0.000000 0.000000 36
19 0.962126 0.977965 0.969981 19378
20 0.801577 0.557078 0.657328 1095
avg / total 0.939188 0.941114 0.938917 20786
Classification report for turbine 5, turbine category 2
precision recall f1-score support
19 0.975643 0.993595 0.984537 19673
20 0.832224 0.561545 0.670601 1113
avg / total 0.967963 0.970461 0.967727 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 0.962568 0.990882 0.976520 19412
20 0.808392 0.535681 0.644370 1079
avg / total 0.940904 0.953190 0.945419 20786
Classification report for turbine 5, turbine category 4
precision recall f1-score support
10 0.000000 0.000000 0.000000 0
11 0.000000 0.000000 0.000000 0
12 0.000000 0.000000 0.000000 0
13 0.000000 0.000000 0.000000 0
19 0.975639 0.993443 0.984460 19673
20 0.830872 0.556155 0.666308 1113
avg / total 0.967887 0.970028 0.967425 20786
Classification report for turbine 5, turbine category 5
precision recall f1-score support
19 0.975643 0.993595 0.984537 19673
20 0.832224 0.561545 0.670601 1113
avg / total 0.967963 0.970461 0.967727 20786
Classification report for turbine 5, turbine category 6
precision recall f1-score support
10 0.027027 0.011628 0.016260 172
11 0.000000 0.000000 0.000000 311
12 0.000000 0.000000 0.000000 187
13 0.000000 0.000000 0.000000 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 0.025000 0.006944 0.010870 144
18 0.000000 0.000000 0.000000 112
19 0.908999 0.983249 0.944667 18327
20 0.615603 0.464668 0.529591 934
avg / total 0.829522 0.887953 0.856919 20786
Classification report for turbine 5, turbine category 7
precision recall f1-score support
10 0.000000 0.000000 0.000000 0
11 0.000000 0.000000 0.000000 0
12 0.000000 0.000000 0.000000 0
13 0.000000 0.000000 0.000000 0
14 0.000000 0.000000 0.000000 0
15 0.000000 0.000000 0.000000 0
16 0.000000 0.000000 0.000000 0
17 0.000000 0.000000 0.000000 0
19 0.975657 0.992172 0.983845 19673
20 0.827348 0.538185 0.652150 1113
avg / total 0.967716 0.967863 0.966085 20786
Classification report for turbine 5, turbine category 8
precision recall f1-score support
10 0.251534 0.181015 0.210526 453
11 0.021277 0.004601 0.007566 652
12 0.018868 0.003854 0.006400 519
13 0.060976 0.010684 0.018182 468
14 0.000000 0.000000 0.000000 432
15 0.000000 0.000000 0.000000 407
16 0.000000 0.000000 0.000000 396
17 0.028571 0.002747 0.005013 364
18 0.000000 0.000000 0.000000 332
19 0.791343 0.966252 0.870094 15912
20 0.622881 0.345476 0.444444 851
avg / total 0.639780 0.758299 0.689749 20786
Classification report for turbine 5, turbine category 9
precision recall f1-score support
10 0.182867 0.352381 0.240781 315
11 0.005405 0.003125 0.003960 320
12 0.006452 0.004274 0.005141 234
13 0.007937 0.004630 0.005848 216
14 0.010753 0.005495 0.007273 182
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 0.889241 0.945067 0.916304 17840
20 0.788235 0.349322 0.484104 959
avg / total 0.802679 0.832772 0.812664 20786
Classification report for turbine 5, turbine category 10
precision recall f1-score support
19 0.975643 0.993595 0.984537 19673
20 0.832224 0.561545 0.670601 1113
avg / total 0.967963 0.970461 0.967727 20786
Classification report for turbine 5, turbine category 11
precision recall f1-score support
10 0.000000 0.000000 0.000000 22
11 0.017857 0.006944 0.010000 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 0.200000 0.013889 0.025974 144
18 0.000000 0.000000 0.000000 144
19 0.920303 0.984354 0.951251 18535
20 0.804027 0.556175 0.657519 1077
avg / total 0.863808 0.906716 0.882554 20786
Classification report for turbine 5, turbine category 12
precision recall f1-score support
19 0.975643 0.993595 0.984537 19673
20 0.832224 0.561545 0.670601 1113
avg / total 0.967963 0.970461 0.967727 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 0.961168 0.993499 0.977066 19383
20 0.821571 0.559383 0.665588 1103
avg / total 0.939888 0.956124 0.946436 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 0.969068 0.994983 0.981854 19931
20 0.721854 0.469828 0.569191 464
avg / total 0.945320 0.964543 0.954173 20786
Classification report for turbine 5, turbine category 1
precision recall f1-score support
10 0.000000 0.000000 0.000000 0
11 0.000000 0.000000 0.000000 0
12 0.000000 0.000000 0.000000 0
13 0.000000 0.000000 0.000000 0
14 0.000000 0.000000 0.000000 0
15 0.000000 0.000000 0.000000 0
16 0.000000 0.000000 0.000000 0
17 0.000000 0.000000 0.000000 0
18 0.000000 0.000000 0.000000 0
19 0.987980 0.991140 0.989557 20317
20 0.722973 0.456290 0.559477 469
avg / total 0.982000 0.979072 0.979853 20786
Classification report for turbine 5, turbine category 2
precision recall f1-score support
19 0.987845 0.996062 0.991937 20317
20 0.733333 0.469083 0.572172 469
avg / total 0.982103 0.984172 0.982466 20786
Classification report for turbine 5, turbine category 3
precision recall f1-score support
10 0.000000 0.000000 0.000000 0
12 0.000000 0.000000 0.000000 0
13 0.000000 0.000000 0.000000 0
14 0.000000 0.000000 0.000000 0
15 0.000000 0.000000 0.000000 0
16 0.000000 0.000000 0.000000 0
17 0.000000 0.000000 0.000000 0
18 0.000000 0.000000 0.000000 0
19 0.987847 0.992223 0.990030 20317
20 0.721014 0.424307 0.534228 469
avg / total 0.981827 0.979409 0.979746 20786
Classification report for turbine 5, turbine category 4
precision recall f1-score support
11 0.000000 0.000000 0.000000 0
12 0.000000 0.000000 0.000000 0
13 0.000000 0.000000 0.000000 0
19 0.987843 0.995866 0.991838 20317
20 0.735786 0.469083 0.572917 469
avg / total 0.982156 0.983980 0.982386 20786
Classification report for turbine 5, turbine category 5
precision recall f1-score support
19 0.987845 0.996062 0.991937 20317
20 0.733333 0.469083 0.572172 469
avg / total 0.982103 0.984172 0.982466 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 0.000000 0.000000 0.000000 144
13 0.000000 0.000000 0.000000 144
14 0.090909 0.006944 0.012903 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 0.934102 0.991820 0.962096 19194
20 0.646643 0.438849 0.522857 417
avg / total 0.876162 0.924709 0.898988 20786
Classification report for turbine 5, turbine category 7
precision recall f1-score support
10 0.000000 0.000000 0.000000 0
11 0.000000 0.000000 0.000000 0
12 0.000000 0.000000 0.000000 0
13 0.000000 0.000000 0.000000 0
14 0.000000 0.000000 0.000000 0
15 0.000000 0.000000 0.000000 0
18 0.000000 0.000000 0.000000 0
19 0.987934 0.995373 0.991639 20317
20 0.738095 0.462687 0.568807 469
avg / total 0.982296 0.983354 0.982099 20786
Classification report for turbine 5, turbine category 8
precision recall f1-score support
10 0.557252 0.288538 0.380208 253
11 0.027397 0.011111 0.015810 180
12 0.026667 0.011173 0.015748 179
13 0.030000 0.020833 0.024590 144
14 0.018018 0.013889 0.015686 144
15 0.010309 0.006944 0.008299 144
16 0.006623 0.006944 0.006780 144
17 0.000000 0.000000 0.000000 144
18 0.000000 0.000000 0.000000 144
19 0.925836 0.960933 0.943058 18993
20 0.433180 0.296530 0.352060 317
avg / total 0.860279 0.886606 0.872363 20786
Classification report for turbine 5, 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 0.973832 0.962358 0.968061 20031
20 0.713208 0.408207 0.519231 463
avg / total 0.954346 0.936496 0.944464 20786
Classification report for turbine 5, turbine category 10
precision recall f1-score support
19 0.987845 0.996062 0.991937 20317
20 0.733333 0.469083 0.572172 469
avg / total 0.982103 0.984172 0.982466 20786
Classification report for turbine 5, turbine category 11
precision recall f1-score support
10 0.000000 0.000000 0.000000 0
11 0.000000 0.000000 0.000000 0
12 0.000000 0.000000 0.000000 0
13 0.000000 0.000000 0.000000 0
14 0.000000 0.000000 0.000000 0
15 0.000000 0.000000 0.000000 0
16 0.000000 0.000000 0.000000 0
17 0.000000 0.000000 0.000000 0
18 0.000000 0.000000 0.000000 0
19 0.988164 0.990304 0.989233 20317
20 0.732673 0.473348 0.575130 469
avg / total 0.982399 0.978639 0.979889 20786
Classification report for turbine 5, turbine category 12
precision recall f1-score support
19 0.987845 0.996062 0.991937 20317
20 0.733333 0.469083 0.572172 469
avg / total 0.982103 0.984172 0.982466 20786
Classification report for turbine 5, turbine category 13
precision recall f1-score support
10 0.000000 0.000000 0.000000 0
13 0.000000 0.000000 0.000000 0
15 0.000000 0.000000 0.000000 0
16 0.000000 0.000000 0.000000 0
17 0.000000 0.000000 0.000000 0
18 0.000000 0.000000 0.000000 0
19 0.987841 0.995669 0.991739 20317
20 0.732441 0.466951 0.570313 469
avg / total 0.982078 0.983739 0.982230 20786
------------------------------------------------------------------------
Classification report for turbine 6, turbine category 0
precision recall f1-score support
19 0.931716 0.965449 0.948283 19334
20 0.624086 0.447719 0.521392 2477
avg / total 0.896780 0.906653 0.899802 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 0.918139 0.968819 0.942799 18986
20 0.602701 0.442928 0.510608 2418
avg / total 0.866036 0.892440 0.877292 21811
Classification report for turbine 6, turbine category 2
precision recall f1-score support
19 0.931716 0.965449 0.948283 19334
20 0.624086 0.447719 0.521392 2477
avg / total 0.896780 0.906653 0.899802 21811
Classification report for turbine 6, turbine category 3
precision recall f1-score support
19 0.931716 0.965449 0.948283 19334
20 0.624086 0.447719 0.521392 2477
avg / total 0.896780 0.906653 0.899802 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 0.919936 0.966946 0.942856 19060
20 0.613956 0.458018 0.524645 2382
avg / total 0.870956 0.895007 0.881231 21811
Classification report for turbine 6, turbine category 5
precision recall f1-score support
19 0.931716 0.965449 0.948283 19334
20 0.624086 0.447719 0.521392 2477
avg / total 0.896780 0.906653 0.899802 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 0.903863 0.967308 0.934510 18720
20 0.457513 0.396973 0.425098 2048
avg / total 0.818730 0.867498 0.841989 21811
Classification report for turbine 6, turbine category 7
precision recall f1-score support
19 0.931716 0.965449 0.948283 19334
20 0.624086 0.447719 0.521392 2477
avg / total 0.896780 0.906653 0.899802 21811
Classification report for turbine 6, turbine category 8
precision recall f1-score support
10 0.000000 0.000000 0.000000 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 0.000000 0.000000 0.000000 108
19 0.895228 0.963267 0.928002 18539
20 0.517196 0.335191 0.406762 2333
avg / total 0.816251 0.854615 0.832296 21811
Classification report for turbine 6, turbine category 9
precision recall f1-score support
10 0.686705 0.345349 0.459574 1720
11 0.011858 0.009317 0.010435 322
12 0.000000 0.000000 0.000000 221
13 0.006135 0.004630 0.005277 216
14 0.000000 0.000000 0.000000 201
15 0.009259 0.005556 0.006944 180
16 0.000000 0.000000 0.000000 180
17 0.030303 0.016667 0.021505 180
18 0.000000 0.000000 0.000000 180
19 0.851848 0.905172 0.877701 17748
20 0.312095 0.435897 0.363751 663
avg / total 0.757366 0.777406 0.761941 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 0.917989 0.965204 0.941005 19054
20 0.619021 0.446247 0.518623 2465
avg / total 0.871911 0.893632 0.880671 21811
Classification report for turbine 6, turbine category 11
precision recall f1-score support
10 0.125000 0.020000 0.034483 50
11 0.019868 0.010417 0.013667 288
12 0.008850 0.003472 0.004988 288
13 0.000000 0.000000 0.000000 288
14 0.166667 0.006944 0.013333 288
15 0.100000 0.006944 0.012987 288
16 0.000000 0.000000 0.000000 284
17 0.000000 0.000000 0.000000 221
18 0.000000 0.000000 0.000000 216
19 0.840945 0.958652 0.895949 17268
20 0.557888 0.398799 0.465116 2332
avg / total 0.729620 0.802027 0.759735 21811
Classification report for turbine 6, turbine category 12
precision recall f1-score support
19 0.931716 0.965449 0.948283 19334
20 0.624086 0.447719 0.521392 2477
avg / total 0.896780 0.906653 0.899802 21811
Classification report for turbine 6, turbine category 13
precision recall f1-score support
19 0.931716 0.965449 0.948283 19334
20 0.624086 0.447719 0.521392 2477
avg / total 0.896780 0.906653 0.899802 21811
------------------------------------------------------------------------
Classification report for turbine 6, turbine category 0
precision recall f1-score support
19 0.985820 0.974251 0.980001 20195
20 0.719374 0.824876 0.768521 1616
avg / total 0.966079 0.963184 0.964333 21811
Classification report for turbine 6, turbine category 1
precision recall f1-score support
10 0.000000 0.000000 0.000000 0
12 0.000000 0.000000 0.000000 0
13 0.000000 0.000000 0.000000 0
14 0.000000 0.000000 0.000000 0
15 0.000000 0.000000 0.000000 0
18 0.000000 0.000000 0.000000 0
19 0.986339 0.968854 0.977518 20195
20 0.731761 0.825495 0.775807 1616
avg / total 0.967477 0.958232 0.962573 21811
Classification report for turbine 6, turbine category 2
precision recall f1-score support
19 0.985820 0.974251 0.980001 20195
20 0.719374 0.824876 0.768521 1616
avg / total 0.966079 0.963184 0.964333 21811
Classification report for turbine 6, turbine category 3
precision recall f1-score support
19 0.985820 0.974251 0.980001 20195
20 0.719374 0.824876 0.768521 1616
avg / total 0.966079 0.963184 0.964333 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 0.971574 0.971574 0.971574 19911
20 0.697084 0.821247 0.754089 1572
avg / total 0.937179 0.946128 0.941288 21811
Classification report for turbine 6, turbine category 5
precision recall f1-score support
19 0.985820 0.974251 0.980001 20195
20 0.719374 0.824876 0.768521 1616
avg / total 0.966079 0.963184 0.964333 21811
Classification report for turbine 6, turbine category 6
precision recall f1-score support
10 0.500000 0.008726 0.017153 573
11 0.000000 0.000000 0.000000 250
12 0.000000 0.000000 0.000000 216
13 0.166667 0.010256 0.019324 195
14 0.000000 0.000000 0.000000 180
15 0.000000 0.000000 0.000000 180
16 0.000000 0.000000 0.000000 180
17 0.000000 0.000000 0.000000 180
18 0.000000 0.000000 0.000000 169
19 0.908691 0.964579 0.935801 18633
20 0.460908 0.799052 0.584605 1055
avg / total 0.813209 0.863005 0.828350 21811
Classification report for turbine 6, turbine category 7
precision recall f1-score support
19 0.985820 0.974251 0.980001 20195
20 0.719374 0.824876 0.768521 1616
avg / total 0.966079 0.963184 0.964333 21811
Classification report for turbine 6, turbine category 8
precision recall f1-score support
10 0.474453 0.089779 0.150987 724
11 0.000000 0.000000 0.000000 221
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 203
19 0.899448 0.957697 0.927659 18391
20 0.352941 0.534836 0.425255 976
avg / total 0.789956 0.834441 0.806242 21811
Classification report for turbine 6, turbine category 9
precision recall f1-score support
10 0.002510 0.750000 0.005004 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 0.985245 0.944139 0.964254 20157
20 0.440878 0.191630 0.267144 1362
avg / total 0.938062 0.884645 0.907814 21811
Classification report for turbine 6, turbine category 10
precision recall f1-score support
11 0.000000 0.000000 0.000000 0
18 0.000000 0.000000 0.000000 0
19 0.985818 0.974103 0.979925 20195
20 0.718986 0.824876 0.768300 1616
avg / total 0.966048 0.963046 0.964246 21811
Classification report for turbine 6, turbine category 11
precision recall f1-score support
10 0.071429 0.062500 0.066667 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 0.013423 0.018519 0.015564 108
17 0.000000 0.000000 0.000000 108
18 0.000000 0.000000 0.000000 108
19 0.946500 0.936722 0.941586 19359
20 0.714599 0.828244 0.767236 1572
avg / total 0.891717 0.891248 0.891156 21811
Classification report for turbine 6, turbine category 12
precision recall f1-score support
19 0.985820 0.974251 0.980001 20195
20 0.719374 0.824876 0.768521 1616
avg / total 0.966079 0.963184 0.964333 21811
Classification report for turbine 6, turbine category 13
precision recall f1-score support
19 0.985820 0.974251 0.980001 20195
20 0.719374 0.824876 0.768521 1616
avg / total 0.966079 0.963184 0.964333 21811
------------------------------------------------------------------------
Classification report for turbine 6, turbine category 0
precision recall f1-score support
19 0.735869 0.960988 0.833496 14252
20 0.826196 0.349649 0.491355 7559
avg / total 0.767174 0.749117 0.714921 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 0.719340 0.958999 0.822058 13951
20 0.758687 0.333848 0.463666 7129
avg / total 0.708092 0.722525 0.677365 21811
Classification report for turbine 6, turbine category 2
precision recall f1-score support
19 0.735869 0.960988 0.833496 14252
20 0.826196 0.349649 0.491355 7559
avg / total 0.767174 0.749117 0.714921 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 0.724156 0.960656 0.825807 14030
20 0.814942 0.348204 0.487928 7487
avg / total 0.745559 0.737472 0.698693 21811
Classification report for turbine 6, turbine category 4
precision recall f1-score support
10 0.000000 0.000000 0.000000 0
11 0.000000 0.000000 0.000000 0
12 0.000000 0.000000 0.000000 0
13 0.000000 0.000000 0.000000 0
14 0.000000 0.000000 0.000000 0
15 0.000000 0.000000 0.000000 0
17 0.000000 0.000000 0.000000 0
18 0.000000 0.000000 0.000000 0
19 0.736403 0.959514 0.833283 14252
20 0.823379 0.341050 0.482320 7559
avg / total 0.766546 0.745174 0.711650 21811
Classification report for turbine 6, turbine category 5
precision recall f1-score support
19 0.735869 0.960988 0.833496 14252
20 0.826196 0.349649 0.491355 7559
avg / total 0.767174 0.749117 0.714921 21811
Classification report for turbine 6, turbine category 6
precision recall f1-score support
10 0.137645 0.100851 0.116410 823
11 0.000000 0.000000 0.000000 144
12 0.000000 0.000000 0.000000 144
13 0.000000 0.000000 0.000000 117
14 0.000000 0.000000 0.000000 108
15 0.038462 0.027778 0.032258 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 0.702128 0.951386 0.807970 13597
20 0.681856 0.254680 0.370846 6463
avg / total 0.645138 0.672505 0.618130 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 0.720986 0.960971 0.823858 13964
20 0.807752 0.356021 0.494214 7258
avg / total 0.730389 0.733712 0.691915 21811
Classification report for turbine 6, turbine category 8
precision recall f1-score support
10 0.000000 0.000000 0.000000 0
11 0.000000 0.000000 0.000000 0
12 0.000000 0.000000 0.000000 0
13 0.000000 0.000000 0.000000 0
14 0.000000 0.000000 0.000000 0
15 0.000000 0.000000 0.000000 0
16 0.000000 0.000000 0.000000 0
17 0.000000 0.000000 0.000000 0
18 0.000000 0.000000 0.000000 0
19 0.735219 0.948428 0.828324 14252
20 0.834928 0.323191 0.465999 7559
avg / total 0.769775 0.731741 0.702753 21811
Classification report for turbine 6, turbine category 9
precision recall f1-score support
10 0.078947 0.120000 0.095238 650
11 0.000000 0.000000 0.000000 73
12 0.000000 0.000000 0.000000 72
13 0.000000 0.000000 0.000000 101
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 0.693450 0.954157 0.803177 13459
20 0.808424 0.258097 0.391276 6916
avg / total 0.686604 0.674201 0.622527 21811
Classification report for turbine 6, turbine category 10
precision recall f1-score support
11 0.000000 0.000000 0.000000 0
18 0.000000 0.000000 0.000000 0
19 0.735722 0.960848 0.833349 14252
20 0.826033 0.349253 0.490934 7559
avg / total 0.767021 0.748888 0.714679 21811
Classification report for turbine 6, turbine category 11
precision recall f1-score support
10 0.157895 0.088235 0.113208 34
11 0.217391 0.023148 0.041841 216
12 0.042553 0.009259 0.015209 216
13 0.000000 0.000000 0.000000 216
14 0.028986 0.009259 0.014035 216
15 0.000000 0.000000 0.000000 216
16 0.008333 0.004630 0.005952 216
17 0.000000 0.000000 0.000000 216
18 0.000000 0.000000 0.000000 216
19 0.650313 0.937797 0.768034 12636
20 0.810672 0.340213 0.479285 7413
avg / total 0.655469 0.659530 0.608790 21811
Classification report for turbine 6, turbine category 12
precision recall f1-score support
19 0.735869 0.960988 0.833496 14252
20 0.826196 0.349649 0.491355 7559
avg / total 0.767174 0.749117 0.714921 21811
Classification report for turbine 6, turbine category 13
precision recall f1-score support
19 0.735869 0.960988 0.833496 14252
20 0.826196 0.349649 0.491355 7559
avg / total 0.767174 0.749117 0.714921 21811
------------------------------------------------------------------------
Classification report for turbine 6, turbine category 0
precision recall f1-score support
19 0.962513 0.980601 0.971473 19795
20 0.766423 0.625000 0.688525 2016
avg / total 0.944388 0.947733 0.945320 21811
Classification report for turbine 6, turbine category 1
precision recall f1-score support
10 0.000000 0.000000 0.000000 0
11 0.000000 0.000000 0.000000 0
12 0.000000 0.000000 0.000000 0
13 0.000000 0.000000 0.000000 0
14 0.000000 0.000000 0.000000 0
15 0.000000 0.000000 0.000000 0
16 0.000000 0.000000 0.000000 0
17 0.000000 0.000000 0.000000 0
18 0.000000 0.000000 0.000000 0
19 0.962922 0.976105 0.969469 19795
20 0.765673 0.624008 0.687620 2016
avg / total 0.944690 0.943561 0.943417 21811
Classification report for turbine 6, turbine category 2
precision recall f1-score support
19 0.962513 0.980601 0.971473 19795
20 0.766423 0.625000 0.688525 2016
avg / total 0.944388 0.947733 0.945320 21811
Classification report for turbine 6, turbine category 3
precision recall f1-score support
11 0.000000 0.000000 0.000000 0
12 0.000000 0.000000 0.000000 0
13 0.000000 0.000000 0.000000 0
14 0.000000 0.000000 0.000000 0
15 0.000000 0.000000 0.000000 0
19 0.962368 0.977974 0.970108 19795
20 0.764277 0.624008 0.687056 2016
avg / total 0.944059 0.945257 0.943946 21811
Classification report for turbine 6, turbine category 4
precision recall f1-score support
10 0.000000 0.000000 0.000000 223
11 0.000000 0.000000 0.000000 72
12 0.000000 0.000000 0.000000 72
13 0.000000 0.000000 0.000000 72
14 0.000000 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 0.935425 0.981563 0.957938 19200
20 0.652253 0.591060 0.620151 1812
avg / total 0.877632 0.913163 0.894784 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 0.938613 0.981286 0.959475 19290
20 0.751825 0.648138 0.696142 1907
avg / total 0.895858 0.924533 0.909441 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 0.956186 0.973263 0.964649 19598
20 0.656011 0.500530 0.567820 1886
avg / total 0.915894 0.917794 0.915872 21811
Classification report for turbine 6, turbine category 7
precision recall f1-score support
10 0.000000 0.000000 0.000000 0
12 0.000000 0.000000 0.000000 0
13 0.000000 0.000000 0.000000 0
14 0.000000 0.000000 0.000000 0
15 0.000000 0.000000 0.000000 0
17 0.000000 0.000000 0.000000 0
18 0.000000 0.000000 0.000000 0
19 0.963184 0.979338 0.971194 19795
20 0.763062 0.623016 0.685964 2016
avg / total 0.944686 0.946403 0.944830 21811
Classification report for turbine 6, turbine category 8
precision recall f1-score support
10 0.000000 0.000000 0.000000 0
11 0.000000 0.000000 0.000000 0
12 0.000000 0.000000 0.000000 0
13 0.000000 0.000000 0.000000 0
14 0.000000 0.000000 0.000000 0
15 0.000000 0.000000 0.000000 0
16 0.000000 0.000000 0.000000 0
17 0.000000 0.000000 0.000000 0
18 0.000000 0.000000 0.000000 0
19 0.962634 0.973478 0.968026 19795
20 0.718575 0.510417 0.596868 2016
avg / total 0.940075 0.930677 0.933719 21811
Classification report for turbine 6, turbine category 9
precision recall f1-score support
10 0.170732 0.040346 0.065268 694
11 0.000000 0.000000 0.000000 155
12 0.000000 0.000000 0.000000 144
13 0.000000 0.000000 0.000000 115
14 0.000000 0.000000 0.000000 108
15 0.000000 0.000000 0.000000 108
16 0.000000 0.000000 0.000000 108
17 0.000000 0.000000 0.000000 108
18 0.000000 0.000000 0.000000 108
19 0.915777 0.975150 0.944532 18833
20 0.419874 0.451128 0.434940 1330
avg / total 0.821776 0.870799 0.844167 21811
Classification report for turbine 6, turbine category 10
precision recall f1-score support
18 0.000000 0.000000 0.000000 0
19 0.962517 0.980702 0.971524 19795
20 0.767215 0.624504 0.688543 2016
avg / total 0.944465 0.947779 0.945368 21811
Classification report for turbine 6, turbine category 11
precision recall f1-score support
10 0.071429 0.083333 0.076923 24
11 0.049180 0.020833 0.029268 144
12 0.000000 0.000000 0.000000 144
13 0.060000 0.020833 0.030928 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 0.912360 0.965276 0.938072 18690
20 0.731910 0.634447 0.679703 1945
avg / total 0.847875 0.884095 0.864935 21811
Classification report for turbine 6, turbine category 12
precision recall f1-score support
19 0.962513 0.980601 0.971473 19795
20 0.766423 0.625000 0.688525 2016
avg / total 0.944388 0.947733 0.945320 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 0.948084 0.980312 0.963928 19504
20 0.760341 0.623752 0.685307 2004
avg / total 0.917663 0.933932 0.924938 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 0.967133 0.989188 0.978036 20347
20 0.769000 0.657827 0.709083 1169
avg / total 0.943433 0.958049 0.950393 21811
Classification report for turbine 6, turbine category 1
precision recall f1-score support
10 0.000000 0.000000 0.000000 0
11 0.000000 0.000000 0.000000 0
12 0.000000 0.000000 0.000000 0
13 0.000000 0.000000 0.000000 0
14 0.000000 0.000000 0.000000 0
15 0.000000 0.000000 0.000000 0
16 0.000000 0.000000 0.000000 0
18 0.000000 0.000000 0.000000 0
19 0.978444 0.987424 0.982913 20594
20 0.758583 0.562859 0.646226 1217
avg / total 0.966176 0.963734 0.964127 21811
Classification report for turbine 6, turbine category 2
precision recall f1-score support
19 0.978713 0.989026 0.983843 20594
20 0.774000 0.635990 0.698241 1217
avg / total 0.967291 0.969327 0.967907 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 0.000000 0.000000 0.000000 36
18 0.000000 0.000000 0.000000 36
19 0.965225 0.988085 0.976521 20310
20 0.664179 0.565849 0.611084 1101
avg / total 0.932327 0.948650 0.940166 21811
Classification report for turbine 6, turbine category 4
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 0.965397 0.983555 0.974391 20310
20 0.737773 0.597304 0.660149 1187
avg / total 0.939111 0.948375 0.943262 21811
Classification report for turbine 6, turbine category 5
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 0.966704 0.987710 0.977094 20341
20 0.745729 0.634731 0.685767 1169
avg / total 0.941519 0.955160 0.947995 21811
Classification report for turbine 6, turbine category 6
precision recall f1-score support
10 0.000000 0.000000 0.000000 142
11 0.000000 0.000000 0.000000 252
12 0.023256 0.003968 0.006780 252
13 0.000000 0.000000 0.000000 252
14 0.000000 0.000000 0.000000 252
15 0.018519 0.003968 0.006536 252
16 0.000000 0.000000 0.000000 252
17 0.000000 0.000000 0.000000 252
18 0.000000 0.000000 0.000000 252
19 0.882262 0.983884 0.930306 18553
20 0.670604 0.464545 0.548872 1100
avg / total 0.784778 0.860437 0.819178 21811
Classification report for turbine 6, turbine category 7
precision recall f1-score support
10 0.000000 0.000000 0.000000 0
12 0.000000 0.000000 0.000000 0
13 0.000000 0.000000 0.000000 0
14 0.000000 0.000000 0.000000 0
15 0.000000 0.000000 0.000000 0
18 0.000000 0.000000 0.000000 0
19 0.978704 0.988589 0.983622 20594
20 0.755169 0.570255 0.649813 1217
avg / total 0.966231 0.965247 0.964996 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 0.000000 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 0.946163 0.986681 0.965997 19896
20 0.615553 0.547758 0.579680 1026
avg / total 0.892047 0.925817 0.908452 21811
Classification report for turbine 6, turbine category 9
precision recall f1-score support
10 0.757937 0.452607 0.566766 422
11 0.000000 0.000000 0.000000 162
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 0.941054 0.981709 0.960952 19791
20 0.444145 0.485294 0.463809 680
avg / total 0.882411 0.914676 0.897380 21811
Classification report for turbine 6, turbine category 10
precision recall f1-score support
19 0.978667 0.989074 0.983843 20594
20 0.774549 0.635168 0.697968 1217
avg / total 0.967278 0.969327 0.967892 21811
Classification report for turbine 6, 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 0.952640 0.980130 0.966189 20030
20 0.739224 0.575021 0.646865 1193
avg / total 0.915284 0.931548 0.922676 21811
Classification report for turbine 6, turbine category 12
precision recall f1-score support
19 0.978713 0.989026 0.983843 20594
20 0.774000 0.635990 0.698241 1217
avg / total 0.967291 0.969327 0.967907 21811
Classification report for turbine 6, turbine category 13
precision recall f1-score support
16 0.000000 0.000000 0.000000 0
19 0.978664 0.988929 0.983770 20594
20 0.773774 0.635168 0.697653 1217
avg / total 0.967232 0.969190 0.967805 21811
------------------------------------------------------------------------
Classification report for turbine 7, turbine category 0
precision recall f1-score support
19 0.527945 0.936884 0.675333 8318
20 0.914800 0.447203 0.600735 12605
avg / total 0.761005 0.641877 0.630392 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 0.513380 0.936944 0.663311 8088
20 0.914800 0.449557 0.602855 12539
avg / total 0.746685 0.631602 0.617697 20923
Classification report for turbine 7, turbine category 2
precision recall f1-score support
19 0.527945 0.936884 0.675333 8318
20 0.914800 0.447203 0.600735 12605
avg / total 0.761005 0.641877 0.630392 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 0.498272 0.937301 0.650655 7847
20 0.911392 0.448921 0.601542 12510
avg / total 0.731801 0.619940 0.603689 20923
Classification report for turbine 7, turbine category 5
precision recall f1-score support
19 0.527945 0.936884 0.675333 8318
20 0.914800 0.447203 0.600735 12605
avg / total 0.761005 0.641877 0.630392 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 0.391234 0.918708 0.548772 6286
20 0.832684 0.451593 0.585597 11362
avg / total 0.569720 0.521245 0.482872 20923
Classification report for turbine 7, turbine category 7
precision recall f1-score support
19 0.527945 0.936884 0.675333 8318
20 0.914800 0.447203 0.600735 12605
avg / total 0.761005 0.641877 0.630392 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 0.410541 0.924203 0.568534 6557
20 0.898896 0.483713 0.628967 11451
avg / total 0.620618 0.554366 0.522400 20923
Classification report for turbine 7, turbine category 9
precision recall f1-score support
19 0.527945 0.936884 0.675333 8318
20 0.914800 0.447203 0.600735 12605
avg / total 0.761005 0.641877 0.630392 20923
Classification report for turbine 7, turbine category 10
precision recall f1-score support
19 0.527945 0.936884 0.675333 8318
20 0.914800 0.447203 0.600735 12605
avg / total 0.761005 0.641877 0.630392 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 0.519138 0.935996 0.667858 8187
20 0.914800 0.453099 0.606031 12441
avg / total 0.747083 0.635664 0.621679 20923
Classification report for turbine 7, turbine category 12
precision recall f1-score support
19 0.527945 0.936884 0.675333 8318
20 0.914800 0.447203 0.600735 12605
avg / total 0.761005 0.641877 0.630392 20923
Classification report for turbine 7, turbine category 13
precision recall f1-score support
19 0.527945 0.936884 0.675333 8318
20 0.914800 0.447203 0.600735 12605
avg / total 0.761005 0.641877 0.630392 20923
------------------------------------------------------------------------
Classification report for turbine 7, turbine category 0
precision recall f1-score support
19 0.920772 0.694691 0.791911 16010
20 0.447309 0.805211 0.575125 4913
avg / total 0.809596 0.720642 0.741007 20923
Classification report for turbine 7, turbine category 1
precision recall f1-score support
10 0.000000 0.000000 0.000000 0
11 0.000000 0.000000 0.000000 0
12 0.000000 0.000000 0.000000 0
13 0.000000 0.000000 0.000000 0
14 0.000000 0.000000 0.000000 0
15 0.000000 0.000000 0.000000 0
16 0.000000 0.000000 0.000000 0
17 0.000000 0.000000 0.000000 0
19 0.927457 0.679575 0.784399 16010
20 0.438674 0.784042 0.562582 4913
avg / total 0.812684 0.704106 0.732313 20923
Classification report for turbine 7, turbine category 2
precision recall f1-score support
19 0.920772 0.694691 0.791911 16010
20 0.447309 0.805211 0.575125 4913
avg / total 0.809596 0.720642 0.741007 20923
Classification report for turbine 7, turbine category 3
precision recall f1-score support
10 0.000000 0.000000 0.000000 0
11 0.000000 0.000000 0.000000 0
12 0.000000 0.000000 0.000000 0
13 0.000000 0.000000 0.000000 0
14 0.000000 0.000000 0.000000 0
15 0.000000 0.000000 0.000000 0
16 0.000000 0.000000 0.000000 0
17 0.000000 0.000000 0.000000 0
18 0.000000 0.000000 0.000000 0
19 0.927700 0.626733 0.748080 16010
20 0.447310 0.367189 0.403309 4913
avg / total 0.814898 0.565789 0.667123 20923
Classification report for turbine 7, turbine category 4
precision recall f1-score support
10 0.010000 0.000307 0.000595 3260
11 0.000000 0.000000 0.000000 1291
12 0.000000 0.000000 0.000000 1092
13 0.024096 0.002101 0.003865 952
14 0.000000 0.000000 0.000000 834
15 0.000000 0.000000 0.000000 749
16 0.000000 0.000000 0.000000 570
17 0.000000 0.000000 0.000000 407
18 0.000000 0.000000 0.000000 320
19 0.571221 0.808952 0.669612 8244
20 0.274002 0.750000 0.401370 3204
avg / total 0.269683 0.433733 0.325569 20923
Classification report for turbine 7, turbine category 5
precision recall f1-score support
19 0.920772 0.694691 0.791911 16010
20 0.447309 0.805211 0.575125 4913
avg / total 0.809596 0.720642 0.741007 20923
Classification report for turbine 7, turbine category 6
precision recall f1-score support
10 0.008673 0.769231 0.017153 13
11 0.021941 0.305556 0.040943 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 0.015152 0.009259 0.011494 108
18 0.000000 0.000000 0.000000 108
19 0.885581 0.649849 0.749619 15519
20 0.397492 0.560194 0.465022 4527
avg / total 0.743053 0.605315 0.656903 20923
Classification report for turbine 7, turbine category 7
precision recall f1-score support
19 0.920772 0.694691 0.791911 16010
20 0.447309 0.805211 0.575125 4913
avg / total 0.809596 0.720642 0.741007 20923
Classification report for turbine 7, turbine category 8
precision recall f1-score support
10 0.013115 0.011331 0.012158 353
11 0.151515 0.007949 0.015106 2516
12 0.053156 0.008180 0.014178 1956
13 0.144231 0.039164 0.061602 1532
14 0.068376 0.095973 0.079857 1167
15 0.163636 0.027721 0.047410 974
16 0.078704 0.023129 0.035752 735
17 0.026316 0.007005 0.011065 571
18 0.056537 0.038369 0.045714 417
19 0.423527 0.555659 0.480678 7555
20 0.283399 0.666667 0.397725 3147
avg / total 0.245567 0.314104 0.250375 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 0.872672 0.693350 0.772744 15203
20 0.258367 0.759894 0.385621 3007
avg / total 0.671230 0.613010 0.616909 20923
Classification report for turbine 7, turbine category 10
precision recall f1-score support
19 0.920772 0.694691 0.791911 16010
20 0.447309 0.805211 0.575125 4913
avg / total 0.809596 0.720642 0.741007 20923
Classification report for turbine 7, turbine category 11
precision recall f1-score support
11 0.000000 0.000000 0.000000 0
12 0.000000 0.000000 0.000000 0
13 0.000000 0.000000 0.000000 0
14 0.000000 0.000000 0.000000 0
19 0.920578 0.692130 0.790174 16010
20 0.447169 0.805414 0.575062 4913
avg / total 0.809415 0.718731 0.739662 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 0.920689 0.699170 0.794783 15906
20 0.435889 0.816910 0.568458 4719
avg / total 0.798233 0.715767 0.732418 20923
Classification report for turbine 7, turbine category 13
precision recall f1-score support
19 0.920772 0.694691 0.791911 16010
20 0.447309 0.805211 0.575125 4913
avg / total 0.809596 0.720642 0.741007 20923
------------------------------------------------------------------------
Classification report for turbine 7, turbine category 0
precision recall f1-score support
19 0.932757 0.955019 0.943756 16718
20 0.802417 0.726278 0.762452 4205
avg / total 0.906562 0.909047 0.907319 20923
Classification report for turbine 7, turbine category 1
precision recall f1-score support
11 0.000000 0.000000 0.000000 0
12 0.000000 0.000000 0.000000 0
13 0.000000 0.000000 0.000000 0
14 0.000000 0.000000 0.000000 0
16 0.000000 0.000000 0.000000 0
17 0.000000 0.000000 0.000000 0
19 0.932834 0.953703 0.943153 16718
20 0.802258 0.726516 0.762511 4205
avg / total 0.906592 0.908044 0.906848 20923
Classification report for turbine 7, turbine category 2
precision recall f1-score support
19 0.932757 0.955019 0.943756 16718
20 0.802417 0.726278 0.762452 4205
avg / total 0.906562 0.909047 0.907319 20923
Classification report for turbine 7, turbine category 3
precision recall f1-score support
10 0.003586 0.250000 0.007070 32
11 0.000000 0.000000 0.000000 144
12 0.000000 0.000000 0.000000 144
13 0.000000 0.000000 0.000000 144
14 0.000000 0.000000 0.000000 144
15 0.000000 0.000000 0.000000 144
16 0.000000 0.000000 0.000000 144
17 0.000000 0.000000 0.000000 144
18 0.000000 0.000000 0.000000 144
19 0.879990 0.907267 0.893420 15647
20 0.770749 0.467498 0.581990 4092
avg / total 0.808834 0.770301 0.781966 20923
Classification report for turbine 7, turbine category 4
precision recall f1-score support
10 0.696023 0.555556 0.617907 441
11 0.210000 0.232816 0.220820 451
12 0.086505 0.067385 0.075758 371
13 0.033333 0.025000 0.028571 360
14 0.040000 0.035088 0.037383 342
15 0.026846 0.029851 0.028269 268
16 0.013699 0.011905 0.012739 252
17 0.000000 0.000000 0.000000 252
18 0.006897 0.003968 0.005038 252
19 0.812746 0.858652 0.835068 14199
20 0.735777 0.671754 0.702309 3735
avg / total 0.705449 0.722124 0.712880 20923
Classification report for turbine 7, turbine category 5
precision recall f1-score support
19 0.932757 0.955019 0.943756 16718
20 0.802417 0.726278 0.762452 4205
avg / total 0.906562 0.909047 0.907319 20923
Classification report for turbine 7, turbine category 6
precision recall f1-score support
10 0.082949 0.166667 0.110769 108
11 0.020408 0.003185 0.005510 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 0.031250 0.005556 0.009434 180
17 0.000000 0.000000 0.000000 180
18 0.000000 0.000000 0.000000 180
19 0.842239 0.946138 0.891170 15094
20 0.776584 0.687531 0.729349 3994
avg / total 0.756843 0.814749 0.782858 20923
Classification report for turbine 7, turbine category 7
precision recall f1-score support
19 0.932757 0.955019 0.943756 16718
20 0.802417 0.726278 0.762452 4205
avg / total 0.906562 0.909047 0.907319 20923
Classification report for turbine 7, turbine category 8
precision recall f1-score support
10 0.068627 0.140704 0.092257 199
11 0.209544 0.313665 0.251244 966
12 0.079121 0.087379 0.083045 824
13 0.039872 0.034435 0.036955 726
14 0.032573 0.029806 0.031128 671
15 0.014041 0.014610 0.014320 616
16 0.037313 0.035651 0.036463 561
17 0.062500 0.037736 0.047059 477
18 0.029018 0.027778 0.028384 468
19 0.680837 0.714286 0.697160 11704
20 0.714967 0.525195 0.605562 3711
avg / total 0.527019 0.516991 0.518521 20923
Classification report for turbine 7, turbine category 9
precision recall f1-score support
10 0.198488 0.789474 0.317221 133
11 0.000000 0.000000 0.000000 72
12 0.000000 0.000000 0.000000 72
13 0.000000 0.000000 0.000000 72
14 0.000000 0.000000 0.000000 72
15 0.000000 0.000000 0.000000 72
16 0.000000 0.000000 0.000000 72
17 0.000000 0.000000 0.000000 72
18 0.000000 0.000000 0.000000 72
19 0.912790 0.948894 0.930492 16358
20 0.725767 0.613589 0.664980 3856
avg / total 0.848654 0.859963 0.852045 20923
Classification report for turbine 7, turbine category 10
precision recall f1-score support
19 0.932757 0.955019 0.943756 16718
20 0.802417 0.726278 0.762452 4205
avg / total 0.906562 0.909047 0.907319 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 0.882477 0.955556 0.917563 15795
20 0.761367 0.733603 0.747227 3949
avg / total 0.809891 0.859819 0.833710 20923
Classification report for turbine 7, turbine category 12
precision recall f1-score support
11 0.000000 0.000000 0.000000 0
12 0.000000 0.000000 0.000000 0
19 0.932652 0.955078 0.943732 16718
20 0.800691 0.716528 0.756275 4205
avg / total 0.906131 0.907136 0.906058 20923
Classification report for turbine 7, turbine category 13
precision recall f1-score support
19 0.932757 0.955019 0.943756 16718
20 0.802417 0.726278 0.762452 4205
avg / total 0.906562 0.909047 0.907319 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 0.952777 0.972606 0.962589 18836
20 0.497345 0.620309 0.552063 1359
avg / total 0.890045 0.915882 0.902432 20923
Classification report for turbine 7, turbine category 1
precision recall f1-score support
10 0.000000 0.000000 0.000000 0
11 0.000000 0.000000 0.000000 0
12 0.000000 0.000000 0.000000 0
13 0.000000 0.000000 0.000000 0
14 0.000000 0.000000 0.000000 0
15 0.000000 0.000000 0.000000 0
16 0.000000 0.000000 0.000000 0
19 0.968086 0.970208 0.969146 19166
20 0.670609 0.645418 0.657773 1757
avg / total 0.943106 0.942934 0.942998 20923
Classification report for turbine 7, turbine category 2
precision recall f1-score support
19 0.967963 0.971095 0.969526 19166
20 0.673156 0.649402 0.661066 1757
avg / total 0.943207 0.944081 0.943624 20923
Classification report for turbine 7, turbine category 3
precision recall f1-score support
10 0.000000 0.000000 0.000000 0
11 0.000000 0.000000 0.000000 0
12 0.000000 0.000000 0.000000 0
13 0.000000 0.000000 0.000000 0
14 0.000000 0.000000 0.000000 0
15 0.000000 0.000000 0.000000 0
16 0.000000 0.000000 0.000000 0
17 0.000000 0.000000 0.000000 0
18 0.000000 0.000000 0.000000 0
19 0.965280 0.913858 0.938865 19166
20 0.667794 0.561753 0.610201 1757
avg / total 0.940298 0.884290 0.911266 20923
Classification report for turbine 7, turbine category 4
precision recall f1-score support
10 0.320000 0.827586 0.461538 29
11 0.007890 0.111111 0.014733 36
12 0.000000 0.000000 0.000000 36
13 0.000000 0.000000 0.000000 36
14 0.000000 0.000000 0.000000 36
15 0.000000 0.000000 0.000000 36
16 0.007519 0.027778 0.011834 36
17 0.000000 0.000000 0.000000 36
18 0.000000 0.000000 0.000000 36
19 0.953081 0.871548 0.910493 18902
20 0.648916 0.615023 0.631516 1704
avg / total 0.914339 0.838838 0.874663 20923
Classification report for turbine 7, turbine category 5
precision recall f1-score support
19 0.967963 0.971095 0.969526 19166
20 0.673156 0.649402 0.661066 1757
avg / total 0.943207 0.944081 0.943624 20923
Classification report for turbine 7, turbine category 6
precision recall f1-score support
10 0.000000 0.000000 0.000000 0
11 0.000000 0.000000 0.000000 0
12 0.000000 0.000000 0.000000 0
13 0.000000 0.000000 0.000000 0
14 0.000000 0.000000 0.000000 0
15 0.000000 0.000000 0.000000 0
16 0.000000 0.000000 0.000000 0
17 0.000000 0.000000 0.000000 0
18 0.000000 0.000000 0.000000 0
19 0.967986 0.949703 0.958757 19166
20 0.684984 0.610131 0.645394 1757
avg / total 0.944221 0.921187 0.932442 20923
Classification report for turbine 7, turbine category 7
precision recall f1-score support
19 0.967963 0.971095 0.969526 19166
20 0.673156 0.649402 0.661066 1757
avg / total 0.943207 0.944081 0.943624 20923
Classification report for turbine 7, turbine category 8
precision recall f1-score support
10 0.080882 0.008209 0.014905 1340
11 0.063166 0.170082 0.092120 488
12 0.040956 0.076923 0.053452 468
13 0.022989 0.035354 0.027861 396
14 0.012195 0.013736 0.012920 364
15 0.028481 0.025000 0.026627 360
16 0.032491 0.025000 0.028257 360
17 0.006920 0.005556 0.006163 360
18 0.024752 0.013889 0.017794 360
19 0.752965 0.741747 0.747314 15237
20 0.414585 0.515966 0.459753 1190
avg / total 0.581731 0.577833 0.576781 20923
Classification report for turbine 7, turbine category 9
precision recall f1-score support
10 0.046729 0.101010 0.063898 99
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 0.941776 0.963218 0.952376 18623
20 0.637427 0.603692 0.620101 1625
avg / total 0.887976 0.904698 0.896147 20923
Classification report for turbine 7, turbine category 10
precision recall f1-score support
19 0.967963 0.971095 0.969526 19166
20 0.673156 0.649402 0.661066 1757
avg / total 0.943207 0.944081 0.943624 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 0.000000 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 0.941096 0.959738 0.950326 18628
20 0.645846 0.623902 0.634684 1707
avg / total 0.890560 0.905367 0.897867 20923
Classification report for turbine 7, turbine category 12
precision recall f1-score support
10 0.000000 0.000000 0.000000 0
11 0.000000 0.000000 0.000000 0
12 0.000000 0.000000 0.000000 0
19 0.967963 0.971095 0.969526 19166
20 0.671446 0.639727 0.655203 1757
avg / total 0.943063 0.943268 0.943131 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 0.927346 0.971134 0.948735 18361
20 0.627139 0.641521 0.634248 1657
avg / total 0.863459 0.903025 0.882793 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 0.965796 0.984385 0.975002 19276
20 0.728356 0.683818 0.705385 1341
avg / total 0.936453 0.950724 0.943462 20923
Classification report for turbine 7, turbine category 1
precision recall f1-score support
13 0.000000 0.000000 0.000000 0
15 0.000000 0.000000 0.000000 0
16 0.000000 0.000000 0.000000 0
17 0.000000 0.000000 0.000000 0
19 0.977958 0.984574 0.981254 19512
20 0.766876 0.692417 0.727747 1411
avg / total 0.963723 0.964871 0.964158 20923
Classification report for turbine 7, turbine category 2
precision recall f1-score support
19 0.977716 0.984881 0.981285 19512
20 0.767350 0.689582 0.726390 1411
avg / total 0.963529 0.964967 0.964096 20923
Classification report for turbine 7, turbine category 3
precision recall f1-score support
10 0.000000 0.000000 0.000000 0
11 0.000000 0.000000 0.000000 0
12 0.000000 0.000000 0.000000 0
13 0.000000 0.000000 0.000000 0
14 0.000000 0.000000 0.000000 0
15 0.000000 0.000000 0.000000 0
16 0.000000 0.000000 0.000000 0
17 0.000000 0.000000 0.000000 0
18 0.000000 0.000000 0.000000 0
19 0.977394 0.979397 0.978394 19512
20 0.788091 0.637845 0.705053 1411
avg / total 0.964627 0.956364 0.959961 20923
Classification report for turbine 7, turbine category 4
precision recall f1-score support
10 0.000000 0.000000 0.000000 0
11 0.000000 0.000000 0.000000 0
12 0.000000 0.000000 0.000000 0
13 0.000000 0.000000 0.000000 0
14 0.000000 0.000000 0.000000 0
15 0.000000 0.000000 0.000000 0
16 0.000000 0.000000 0.000000 0
17 0.000000 0.000000 0.000000 0
18 0.000000 0.000000 0.000000 0
19 0.976604 0.881406 0.926566 19512
20 0.668187 0.415308 0.512238 1411
avg / total 0.955805 0.849974 0.898625 20923
Classification report for turbine 7, turbine category 5
precision recall f1-score support
19 0.977716 0.984881 0.981285 19512
20 0.767350 0.689582 0.726390 1411
avg / total 0.963529 0.964967 0.964096 20923
Classification report for turbine 7, turbine category 6
precision recall f1-score support
10 0.000000 0.000000 0.000000 36
11 0.000000 0.000000 0.000000 145
12 0.000000 0.000000 0.000000 144
13 0.000000 0.000000 0.000000 144
14 0.058824 0.013889 0.022472 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 0.924589 0.980616 0.951779 18417
20 0.748142 0.687927 0.716772 1317
avg / total 0.861346 0.906562 0.883054 20923
Classification report for turbine 7, turbine category 7
precision recall f1-score support
19 0.977716 0.984881 0.981285 19512
20 0.767350 0.689582 0.726390 1411
avg / total 0.963529 0.964967 0.964096 20923
Classification report for turbine 7, turbine category 8
precision recall f1-score support
10 0.173228 0.053140 0.081331 414
11 0.011966 0.194444 0.022544 108
12 0.009070 0.074074 0.016162 108
13 0.000000 0.000000 0.000000 108
14 0.002639 0.009259 0.004107 108
15 0.003584 0.009259 0.005168 108
16 0.005076 0.009259 0.006557 108
17 0.000000 0.000000 0.000000 108
18 0.000000 0.000000 0.000000 108
19 0.933889 0.779532 0.849758 18683
20 0.512764 0.480249 0.495974 962
avg / total 0.861078 0.720738 0.783478 20923
Classification report for turbine 7, turbine category 9
precision recall f1-score support
10 0.313043 0.346154 0.328767 104
11 0.000000 0.000000 0.000000 108
12 0.000000 0.000000 0.000000 108
13 0.032258 0.009259 0.014388 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 0.936604 0.979227 0.957441 18678
20 0.690863 0.633516 0.660948 1277
avg / total 0.879996 0.914592 0.896758 20923
Classification report for turbine 7, turbine category 10
precision recall f1-score support
19 0.977716 0.984881 0.981285 19512
20 0.767350 0.689582 0.726390 1411
avg / total 0.963529 0.964967 0.964096 20923
Classification report for turbine 7, 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 0.949782 0.979155 0.964245 18949
20 0.746269 0.685921 0.714823 1385
avg / total 0.909574 0.932180 0.920590 20923
Classification report for turbine 7, turbine category 12
precision recall f1-score support
10 0.000000 0.000000 0.000000 0
11 0.000000 0.000000 0.000000 0
19 0.977716 0.984881 0.981285 19512
20 0.766614 0.686747 0.724486 1411
avg / total 0.963479 0.964776 0.963967 20923
Classification report for turbine 7, turbine category 13
precision recall f1-score support
11 0.000000 0.000000 0.000000 0
12 0.000000 0.000000 0.000000 0
13 0.000000 0.000000 0.000000 0
14 0.000000 0.000000 0.000000 0
16 0.000000 0.000000 0.000000 0
17 0.000000 0.000000 0.000000 0
18 0.000000 0.000000 0.000000 0
19 0.977764 0.982575 0.980164 19512
20 0.766745 0.689582 0.726119 1411
avg / total 0.963534 0.962816 0.963031 20923
------------------------------------------------------------------------
Classification report for turbine 8, turbine category 0
precision recall f1-score support
10 0.000000 0.000000 0.000000 446
11 0.000000 0.000000 0.000000 392
12 0.000000 0.000000 0.000000 360
13 0.000000 0.000000 0.000000 327
14 0.000000 0.000000 0.000000 290
15 0.000000 0.000000 0.000000 280
16 0.000000 0.000000 0.000000 252
17 0.000000 0.000000 0.000000 224
18 0.000000 0.000000 0.000000 216
19 0.758099 0.965151 0.849186 12511
20 0.519724 0.363875 0.428056 2281
avg / total 0.606978 0.734115 0.659910 17579
Classification report for turbine 8, turbine category 1
precision recall f1-score support
19 0.848267 0.958837 0.900169 14139
20 0.635567 0.295058 0.403018 3440
avg / total 0.806644 0.828944 0.802883 17579
Classification report for turbine 8, turbine category 2
precision recall f1-score support
19 0.848267 0.958837 0.900169 14139
20 0.635567 0.295058 0.403018 3440
avg / total 0.806644 0.828944 0.802883 17579
Classification report for turbine 8, turbine category 3
precision recall f1-score support
19 0.848267 0.958837 0.900169 14139
20 0.635567 0.295058 0.403018 3440
avg / total 0.806644 0.828944 0.802883 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 0.845403 0.955380 0.897033 14052
20 0.576025 0.282226 0.378838 3235
avg / total 0.781788 0.815632 0.786771 17579
Classification report for turbine 8, turbine category 5
precision recall f1-score support
19 0.848267 0.958837 0.900169 14139
20 0.635567 0.295058 0.403018 3440
avg / total 0.806644 0.828944 0.802883 17579
Classification report for turbine 8, turbine category 6
precision recall f1-score support
10 0.038806 0.011659 0.017931 1115
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 0.019108 0.416667 0.036541 36
15 0.000000 0.000000 0.000000 36
16 0.000000 0.000000 0.000000 36
17 0.000000 0.000000 0.000000 36
18 0.000000 0.000000 0.000000 36
19 0.831141 0.893973 0.861413 13572
20 0.687843 0.350240 0.464144 2504
avg / total 0.742168 0.741680 0.732386 17579
Classification report for turbine 8, turbine category 7
precision recall f1-score support
19 0.848267 0.958837 0.900169 14139
20 0.635567 0.295058 0.403018 3440
avg / total 0.806644 0.828944 0.802883 17579
Classification report for turbine 8, turbine category 8
precision recall f1-score support
10 0.062500 0.001330 0.002604 752
11 0.000000 0.000000 0.000000 146
12 0.000000 0.000000 0.000000 111
13 0.000000 0.000000 0.000000 108
14 0.000000 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 104
19 0.814477 0.949671 0.876894 13531
20 0.429382 0.284342 0.342125 2395
avg / total 0.688097 0.769782 0.721690 17579
Classification report for turbine 8, turbine category 9
precision recall f1-score support
10 0.000000 0.000000 0.000000 92
11 0.000000 0.000000 0.000000 72
12 0.000000 0.000000 0.000000 72
13 0.000000 0.000000 0.000000 72
14 0.000000 0.000000 0.000000 72
15 0.000000 0.000000 0.000000 72
16 0.000000 0.000000 0.000000 72
17 0.000000 0.000000 0.000000 72
18 0.000000 0.000000 0.000000 72
19 0.852703 0.932317 0.890734 13977
20 0.628897 0.281868 0.389268 2934
avg / total 0.782946 0.788327 0.773190 17579
Classification report for turbine 8, turbine category 10
precision recall f1-score support
19 0.848267 0.958837 0.900169 14139
20 0.635567 0.295058 0.403018 3440
avg / total 0.806644 0.828944 0.802883 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 0.760230 0.955940 0.846926 12710
20 0.629931 0.295969 0.402722 3399
avg / total 0.671464 0.748393 0.690215 17579
Classification report for turbine 8, turbine category 12
precision recall f1-score support
19 0.848267 0.958837 0.900169 14139
20 0.635567 0.295058 0.403018 3440
avg / total 0.806644 0.828944 0.802883 17579
Classification report for turbine 8, turbine category 13
precision recall f1-score support
19 0.848267 0.958837 0.900169 14139
20 0.635567 0.295058 0.403018 3440
avg / total 0.806644 0.828944 0.802883 17579
------------------------------------------------------------------------
Classification report for turbine 8, turbine category 0
precision recall f1-score support
10 0.000000 0.000000 0.000000 0
11 0.000000 0.000000 0.000000 0
12 0.000000 0.000000 0.000000 0
13 0.000000 0.000000 0.000000 0
14 0.000000 0.000000 0.000000 0
15 0.000000 0.000000 0.000000 0
16 0.000000 0.000000 0.000000 0
17 0.000000 0.000000 0.000000 0
18 0.000000 0.000000 0.000000 0
19 0.823240 0.911853 0.865284 12672
20 0.882913 0.321174 0.471010 4907
avg / total 0.839897 0.746971 0.755226 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 0.828500 0.971476 0.894310 12586
20 0.819213 0.491807 0.614628 4699
avg / total 0.812161 0.827009 0.804592 17579
Classification report for turbine 8, turbine category 2
precision recall f1-score support
19 0.833040 0.970170 0.896391 12672
20 0.866005 0.497860 0.632246 4907
avg / total 0.842242 0.838330 0.822658 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 0.814948 0.969841 0.885673 12401
20 0.862460 0.498157 0.631538 4884
avg / total 0.814519 0.822572 0.800254 17579
Classification report for turbine 8, turbine category 4
precision recall f1-score support
10 0.000000 0.000000 0.000000 0
11 0.000000 0.000000 0.000000 0
12 0.000000 0.000000 0.000000 0
13 0.000000 0.000000 0.000000 0
14 0.000000 0.000000 0.000000 0
15 0.000000 0.000000 0.000000 0
16 0.000000 0.000000 0.000000 0
17 0.000000 0.000000 0.000000 0
18 0.000000 0.000000 0.000000 0
19 0.836235 0.966698 0.896746 12672
20 0.829676 0.323619 0.465621 4907
avg / total 0.834404 0.787189 0.776402 17579
Classification report for turbine 8, turbine category 5
precision recall f1-score support
19 0.833040 0.970170 0.896391 12672
20 0.866005 0.497860 0.632246 4907
avg / total 0.842242 0.838330 0.822658 17579
Classification report for turbine 8, turbine category 6
precision recall f1-score support
10 0.021505 0.133333 0.037037 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 0.500000 0.027778 0.052632 36
17 0.000000 0.000000 0.000000 36
18 0.000000 0.000000 0.000000 36
19 0.865899 0.954729 0.908147 12370
20 0.887505 0.494690 0.635279 4896
avg / total 0.857541 0.809773 0.816119 17579
Classification report for turbine 8, turbine category 7
precision recall f1-score support
19 0.833040 0.970170 0.896391 12672
20 0.866005 0.497860 0.632246 4907
avg / total 0.842242 0.838330 0.822658 17579
Classification report for turbine 8, turbine category 8
precision recall f1-score support
10 0.059654 0.483395 0.106202 271
11 0.000000 0.000000 0.000000 180
12 0.000000 0.000000 0.000000 117
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 0.071429 0.009259 0.016393 108
17 0.000000 0.000000 0.000000 108
18 0.000000 0.000000 0.000000 108
19 0.814740 0.948121 0.876384 11893
20 0.630513 0.195078 0.297967 4470
avg / total 0.712895 0.698561 0.670419 17579
Classification report for turbine 8, turbine category 9
precision recall f1-score support
10 0.014706 0.005917 0.008439 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 0.865757 0.948244 0.905125 12385
20 0.821414 0.438885 0.572097 4737
avg / total 0.831443 0.786393 0.791935 17579
Classification report for turbine 8, turbine category 10
precision recall f1-score support
19 0.833040 0.970170 0.896391 12672
20 0.866005 0.497860 0.632246 4907
avg / total 0.842242 0.838330 0.822658 17579
Classification report for turbine 8, turbine category 11
precision recall f1-score support
10 0.000000 0.000000 0.000000 24
11 0.000000 0.000000 0.000000 144
12 0.018519 0.006944 0.010101 144
13 0.011111 0.013889 0.012346 144
14 0.000000 0.000000 0.000000 144
15 0.080000 0.013889 0.023669 144
16 0.000000 0.000000 0.000000 144
17 0.055556 0.006944 0.012346 144
18 0.004405 0.006944 0.005391 144
19 0.794359 0.930519 0.857065 11773
20 0.810547 0.537797 0.646585 4630
avg / total 0.746871 0.765231 0.744815 17579
Classification report for turbine 8, turbine category 12
precision recall f1-score support
19 0.833040 0.970170 0.896391 12672
20 0.866005 0.497860 0.632246 4907
avg / total 0.842242 0.838330 0.822658 17579
Classification report for turbine 8, turbine category 13
precision recall f1-score support
19 0.833040 0.970170 0.896391 12672
20 0.866005 0.497860 0.632246 4907
avg / total 0.842242 0.838330 0.822658 17579
------------------------------------------------------------------------
Classification report for turbine 8, turbine category 0
precision recall f1-score support
10 0.000000 0.000000 0.000000 147
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 0.803853 0.974012 0.880790 13237
20 0.645278 0.147850 0.240578 3605
avg / total 0.737632 0.763752 0.712572 17579
Classification report for turbine 8, turbine category 1
precision recall f1-score support
10 0.000000 0.000000 0.000000 0
11 0.000000 0.000000 0.000000 0
12 0.000000 0.000000 0.000000 0
13 0.000000 0.000000 0.000000 0
16 0.000000 0.000000 0.000000 0
19 0.838764 0.981622 0.904587 13821
20 0.827561 0.305216 0.445956 3758
avg / total 0.836369 0.837021 0.806542 17579
Classification report for turbine 8, turbine category 2
precision recall f1-score support
19 0.838791 0.982201 0.904849 13821
20 0.823656 0.305748 0.445954 3758
avg / total 0.835556 0.837590 0.806748 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 0.820806 0.981304 0.893908 13532
20 0.743369 0.285204 0.412244 3636
avg / total 0.785599 0.814381 0.773382 17579
Classification report for turbine 8, turbine category 4
precision recall f1-score support
11 0.000000 0.000000 0.000000 0
15 0.000000 0.000000 0.000000 0
16 0.000000 0.000000 0.000000 0
17 0.000000 0.000000 0.000000 0
18 0.000000 0.000000 0.000000 0
19 0.838776 0.981333 0.904471 13821
20 0.846210 0.306014 0.449482 3758
avg / total 0.840365 0.836965 0.807205 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 0.786085 0.982849 0.873524 12944
20 0.749104 0.289474 0.417582 3610
avg / total 0.732655 0.783150 0.728959 17579
Classification report for turbine 8, turbine category 6
precision recall f1-score support
10 0.037267 0.041379 0.039216 290
11 0.142857 0.012500 0.022989 80
12 0.000000 0.000000 0.000000 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 0.816079 0.961846 0.882987 13498
20 0.567588 0.220203 0.317304 3356
avg / total 0.736248 0.781330 0.739328 17579
Classification report for turbine 8, turbine category 7
precision recall f1-score support
19 0.838791 0.982201 0.904849 13821
20 0.823656 0.305748 0.445954 3758
avg / total 0.835556 0.837590 0.806748 17579
Classification report for turbine 8, turbine category 8
precision recall f1-score support
10 0.014706 0.642857 0.028754 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 0.815629 0.971160 0.886625 13488
20 0.708191 0.118538 0.203083 3501
avg / total 0.766869 0.769270 0.720757 17579
Classification report for turbine 8, turbine category 9
precision recall f1-score support
10 0.000000 0.000000 0.000000 0
11 0.000000 0.000000 0.000000 0
12 0.000000 0.000000 0.000000 0
13 0.000000 0.000000 0.000000 0
14 0.000000 0.000000 0.000000 0
15 0.000000 0.000000 0.000000 0
16 0.000000 0.000000 0.000000 0
17 0.000000 0.000000 0.000000 0
18 0.000000 0.000000 0.000000 0
19 0.836131 0.976847 0.901028 13821
20 0.761677 0.169239 0.276943 3758
avg / total 0.820214 0.804198 0.767612 17579
Classification report for turbine 8, turbine category 10
precision recall f1-score support
19 0.838791 0.982201 0.904849 13821
20 0.823656 0.305748 0.445954 3758
avg / total 0.835556 0.837590 0.806748 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 0.000000 0.000000 0.000000 36
17 0.000000 0.000000 0.000000 36
18 0.000000 0.000000 0.000000 36
19 0.822210 0.965108 0.887946 13556
20 0.818376 0.308208 0.447779 3728
avg / total 0.807599 0.809602 0.779698 17579
Classification report for turbine 8, turbine category 12
precision recall f1-score support
19 0.838791 0.982201 0.904849 13821
20 0.823656 0.305748 0.445954 3758
avg / total 0.835556 0.837590 0.806748 17579
Classification report for turbine 8, turbine category 13
precision recall f1-score support
19 0.838791 0.982201 0.904849 13821
20 0.823656 0.305748 0.445954 3758
avg / total 0.835556 0.837590 0.806748 17579
------------------------------------------------------------------------
Classification report for turbine 8, turbine category 0
precision recall f1-score support
10 0.242857 0.088542 0.129771 192
11 0.000000 0.000000 0.000000 301
12 0.066667 0.010417 0.018018 288
13 0.000000 0.000000 0.000000 277
14 0.000000 0.000000 0.000000 233
15 0.076923 0.009259 0.016529 216
16 0.000000 0.000000 0.000000 183
17 0.000000 0.000000 0.000000 180
18 0.000000 0.000000 0.000000 180
19 0.856200 0.984045 0.915682 13977
20 0.711491 0.562500 0.628284 1552
avg / total 0.748267 0.833324 0.785440 17579
Classification report for turbine 8, turbine category 1
precision recall f1-score support
11 0.000000 0.000000 0.000000 0
12 0.000000 0.000000 0.000000 0
13 0.000000 0.000000 0.000000 0
19 0.954897 0.985442 0.969929 15662
20 0.849097 0.613459 0.712296 1917
avg / total 0.943359 0.944877 0.941834 17579
Classification report for turbine 8, turbine category 2
precision recall f1-score support
19 0.954298 0.986592 0.970176 15662
20 0.848594 0.613980 0.712470 1917
avg / total 0.942771 0.945958 0.942073 17579
Classification report for turbine 8, turbine category 3
precision recall f1-score support
10 0.018519 0.023256 0.020619 43
11 0.000000 0.000000 0.000000 36
12 0.000000 0.000000 0.000000 36
13 0.000000 0.000000 0.000000 36
14 0.000000 0.000000 0.000000 36
15 0.000000 0.000000 0.000000 36
16 0.000000 0.000000 0.000000 36
17 0.000000 0.000000 0.000000 36
18 0.000000 0.000000 0.000000 36
19 0.938413 0.984800 0.961047 15395
20 0.812360 0.588775 0.682728 1853
avg / total 0.907501 0.924569 0.913664 17579
Classification report for turbine 8, turbine category 4
precision recall f1-score support
10 0.000000 0.000000 0.000000 97
11 0.000000 0.000000 0.000000 36
12 0.000000 0.000000 0.000000 36
13 0.000000 0.000000 0.000000 36
14 0.000000 0.000000 0.000000 36
15 0.000000 0.000000 0.000000 36
16 0.000000 0.000000 0.000000 36
17 0.000000 0.000000 0.000000 36
18 0.000000 0.000000 0.000000 36
19 0.939922 0.987596 0.963169 15398
20 0.827106 0.628619 0.714331 1796
avg / total 0.907811 0.929291 0.916652 17579
Classification report for turbine 8, turbine category 5
precision recall f1-score support
10 0.333333 0.062500 0.105263 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 0.900360 0.982609 0.939688 14778
20 0.842336 0.607368 0.705810 1900
avg / total 0.848244 0.891746 0.866342 17579
Classification report for turbine 8, turbine category 6
precision recall f1-score support
10 0.000000 0.000000 0.000000 0
11 0.000000 0.000000 0.000000 0
12 0.000000 0.000000 0.000000 0
13 0.000000 0.000000 0.000000 0
14 0.000000 0.000000 0.000000 0
15 0.000000 0.000000 0.000000 0
16 0.000000 0.000000 0.000000 0
17 0.000000 0.000000 0.000000 0
18 0.000000 0.000000 0.000000 0
19 0.954853 0.983080 0.968761 15662
20 0.852821 0.544079 0.664331 1917
avg / total 0.943726 0.935207 0.935563 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 0.938303 0.986623 0.961856 15399
20 0.746215 0.594828 0.661976 1740
avg / total 0.895804 0.923147 0.908098 17579
Classification report for turbine 8, turbine category 8
precision recall f1-score support
10 0.000000 0.000000 0.000000 0
11 0.000000 0.000000 0.000000 0
12 0.000000 0.000000 0.000000 0
13 0.000000 0.000000 0.000000 0
14 0.000000 0.000000 0.000000 0
15 0.000000 0.000000 0.000000 0
16 0.000000 0.000000 0.000000 0
17 0.000000 0.000000 0.000000 0
18 0.000000 0.000000 0.000000 0
19 0.954994 0.982250 0.968430 15662
20 0.860068 0.525822 0.652638 1917
avg / total 0.944642 0.932476 0.933993 17579
Classification report for turbine 8, turbine category 9
precision recall f1-score support
10 0.000000 0.000000 0.000000 0
11 0.000000 0.000000 0.000000 0
12 0.000000 0.000000 0.000000 0
13 0.000000 0.000000 0.000000 0
14 0.000000 0.000000 0.000000 0
15 0.000000 0.000000 0.000000 0
16 0.000000 0.000000 0.000000 0
17 0.000000 0.000000 0.000000 0
18 0.000000 0.000000 0.000000 0
19 0.954703 0.983719 0.968994 15662
20 0.858059 0.558164 0.676359 1917
avg / total 0.944164 0.937312 0.937082 17579
Classification report for turbine 8, turbine category 10
precision recall f1-score support
19 0.954298 0.986592 0.970176 15662
20 0.848594 0.613980 0.712470 1917
avg / total 0.942771 0.945958 0.942073 17579
Classification report for turbine 8, turbine category 11
precision recall f1-score support
10 0.000000 0.000000 0.000000 19
11 0.000000 0.000000 0.000000 108
12 0.000000 0.000000 0.000000 108
13 0.000000 0.000000 0.000000 108
14 0.000000 0.000000 0.000000 108
15 0.000000 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 0.903420 0.973411 0.937110 14818
20 0.841429 0.627263 0.718731 1878
avg / total 0.851418 0.887536 0.866709 17579
Classification report for turbine 8, turbine category 12
precision recall f1-score support
19 0.954298 0.986592 0.970176 15662
20 0.848594 0.613980 0.712470 1917
avg / total 0.942771 0.945958 0.942073 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 0.936574 0.986406 0.960844 15374
20 0.844989 0.615546 0.712246 1904
avg / total 0.910617 0.929348 0.917466 17579
------------------------------------------------------------------------
Classification report for turbine 8, 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 0.015873 0.027778 0.020202 36
18 0.000000 0.000000 0.000000 36
19 0.946411 0.975858 0.960909 15202
20 0.830701 0.631604 0.717599 2082
avg / total 0.916858 0.918767 0.916008 17579
Classification report for turbine 8, turbine category 1
precision recall f1-score support
11 0.000000 0.000000 0.000000 0
19 0.960503 0.985732 0.972954 15419
20 0.875071 0.710185 0.784053 2160
avg / total 0.950006 0.951874 0.949743 17579
Classification report for turbine 8, turbine category 2
precision recall f1-score support
19 0.960328 0.985926 0.972959 15419
20 0.875929 0.709259 0.783832 2160
avg / total 0.949958 0.951931 0.949720 17579
Classification report for turbine 8, turbine category 3
precision recall f1-score support
10 0.000000 0.000000 0.000000 0
11 0.000000 0.000000 0.000000 0
12 0.000000 0.000000 0.000000 0
13 0.000000 0.000000 0.000000 0
14 0.000000 0.000000 0.000000 0
15 0.000000 0.000000 0.000000 0
16 0.000000 0.000000 0.000000 0
18 0.000000 0.000000 0.000000 0
19 0.960514 0.984435 0.972327 15419
20 0.875072 0.703704 0.780087 2160
avg / total 0.950015 0.949940 0.948706 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 0.000000 0.000000 0.000000 36
19 0.948301 0.984949 0.966278 15215
20 0.821909 0.656724 0.730090 2045
avg / total 0.916389 0.928892 0.921267 17579
Classification report for turbine 8, turbine category 5
precision recall f1-score support
10 0.000000 0.000000 0.000000 0
11 0.000000 0.000000 0.000000 0
12 0.000000 0.000000 0.000000 0
13 0.000000 0.000000 0.000000 0
14 0.000000 0.000000 0.000000 0
15 0.000000 0.000000 0.000000 0
16 0.000000 0.000000 0.000000 0
17 0.000000 0.000000 0.000000 0
18 0.000000 0.000000 0.000000 0
19 0.960479 0.983527 0.971866 15419
20 0.874929 0.709259 0.783431 2160
avg / total 0.949967 0.949826 0.948712 17579
Classification report for turbine 8, turbine category 6
precision recall f1-score support
10 0.062500 0.011765 0.019802 85
11 0.000000 0.000000 0.000000 252
12 0.000000 0.000000 0.000000 252
13 0.000000 0.000000 0.000000 252
14 0.000000 0.000000 0.000000 252
15 0.000000 0.000000 0.000000 252
16 0.000000 0.000000 0.000000 252
17 0.000000 0.000000 0.000000 252
18 0.000000 0.000000 0.000000 252
19 0.860893 0.985374 0.918937 13811
20 0.650289 0.674865 0.662349 1667
avg / total 0.738332 0.838216 0.784872 17579
Classification report for turbine 8, turbine category 7
precision recall f1-score support
10 0.000000 0.000000 0.000000 0
11 0.000000 0.000000 0.000000 0
13 0.000000 0.000000 0.000000 0
15 0.000000 0.000000 0.000000 0
16 0.000000 0.000000 0.000000 0
17 0.000000 0.000000 0.000000 0
18 0.000000 0.000000 0.000000 0
19 0.959710 0.985602 0.972484 15419
20 0.875000 0.677315 0.763570 2160
avg / total 0.949301 0.947722 0.946813 17579
Classification report for turbine 8, turbine category 8
precision recall f1-score support
10 0.227273 0.036496 0.062893 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 0.925131 0.983781 0.953555 14859
20 0.788791 0.685641 0.733608 1950
avg / total 0.871256 0.907901 0.887879 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 0.943050 0.985209 0.963669 15144
20 0.867793 0.695612 0.772221 2142
avg / total 0.918162 0.933500 0.924279 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 0.942009 0.985657 0.963339 15129
20 0.801029 0.701904 0.748198 1996
avg / total 0.901673 0.927982 0.914031 17579
Classification report for turbine 8, turbine category 11
precision recall f1-score support
10 0.000000 0.000000 0.000000 19
11 0.045455 0.009259 0.015385 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 0.100000 0.009259 0.016949 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 0.910926 0.980402 0.944388 14593
20 0.861158 0.728483 0.789284 2103
avg / total 0.860109 0.901132 0.878594 17579
Classification report for turbine 8, turbine category 12
precision recall f1-score support
19 0.960328 0.985926 0.972959 15419
20 0.875929 0.709259 0.783832 2160
avg / total 0.949958 0.951931 0.949720 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 0.942689 0.985598 0.963666 15137
20 0.872499 0.711090 0.783569 2146
avg / total 0.918247 0.935491 0.925454 17579
------------------------------------------------------------------------
Classification report for turbine 9, turbine category 0
precision recall f1-score support
19 0.926415 0.985616 0.955099 17589
20 0.868023 0.547188 0.671238 3041
avg / total 0.917807 0.920989 0.913256 20630
Classification report for turbine 9, turbine category 1
precision recall f1-score support
19 0.926415 0.985616 0.955099 17589
20 0.868023 0.547188 0.671238 3041
avg / total 0.917807 0.920989 0.913256 20630
Classification report for turbine 9, turbine category 2
precision recall f1-score support
19 0.926415 0.985616 0.955099 17589
20 0.868023 0.547188 0.671238 3041
avg / total 0.917807 0.920989 0.913256 20630
Classification report for turbine 9, turbine category 3
precision recall f1-score support
10 0.000000 0.000000 0.000000 0
14 0.000000 0.000000 0.000000 0
19 0.926114 0.985559 0.954912 17589
20 0.866420 0.539625 0.665046 3041
avg / total 0.917315 0.919825 0.912184 20630
Classification report for turbine 9, turbine category 4
precision recall f1-score support
19 0.926415 0.985616 0.955099 17589
20 0.868023 0.547188 0.671238 3041
avg / total 0.917807 0.920989 0.913256 20630
Classification report for turbine 9, turbine category 5
precision recall f1-score support
19 0.926415 0.985616 0.955099 17589
20 0.868023 0.547188 0.671238 3041
avg / total 0.917807 0.920989 0.913256 20630
Classification report for turbine 9, turbine category 6
precision recall f1-score support
10 0.998450 0.583069 0.736210 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 0.877689 0.987287 0.929268 15496
20 0.679413 0.564158 0.616445 2299
avg / total 0.841891 0.866893 0.845537 20630
Classification report for turbine 9, turbine category 7
precision recall f1-score support
19 0.926415 0.985616 0.955099 17589
20 0.868023 0.547188 0.671238 3041
avg / total 0.917807 0.920989 0.913256 20630
Classification report for turbine 9, turbine category 8
precision recall f1-score support
10 0.000000 0.000000 0.000000 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 0.892257 0.982918 0.935396 16918
20 0.830928 0.549795 0.661741 2932
avg / total 0.849806 0.884198 0.861137 20630
Classification report for turbine 9, turbine category 9
precision recall f1-score support
10 0.419550 0.725478 0.531646 1621
11 0.022351 0.509091 0.042822 220
12 0.009062 0.111111 0.016757 180
13 0.013905 0.066667 0.023011 180
14 0.001447 0.005556 0.002296 180
15 0.009053 0.061111 0.015771 180
16 0.007143 0.011111 0.008696 180
17 0.000000 0.000000 0.000000 169
18 0.000000 0.000000 0.000000 144
19 0.855554 0.367911 0.514551 16099
20 0.617978 0.074475 0.132931 1477
avg / total 0.745450 0.357101 0.453868 20630
Classification report for turbine 9, turbine category 10
precision recall f1-score support
19 0.926415 0.985616 0.955099 17589
20 0.868023 0.547188 0.671238 3041
avg / total 0.917807 0.920989 0.913256 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 0.000000 0.000000 0.000000 216
13 0.018182 0.013889 0.015748 216
14 0.013274 0.027778 0.017964 216
15 0.047210 0.050926 0.048998 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 0.842807 0.911887 0.875987 15934
20 0.850771 0.527304 0.651075 2930
avg / total 0.772615 0.780175 0.769922 20630
Classification report for turbine 9, turbine category 12
precision recall f1-score support
19 0.926415 0.985616 0.955099 17589
20 0.868023 0.547188 0.671238 3041
avg / total 0.917807 0.920989 0.913256 20630
Classification report for turbine 9, turbine category 13
precision recall f1-score support
19 0.926415 0.985616 0.955099 17589
20 0.868023 0.547188 0.671238 3041
avg / total 0.917807 0.920989 0.913256 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 0.788429 0.915338 0.847157 10288
20 0.898112 0.792946 0.842259 9838
avg / total 0.821473 0.834610 0.824125 20630
Classification report for turbine 9, turbine category 1
precision recall f1-score support
19 0.826608 0.918931 0.870328 10744
20 0.899724 0.790512 0.841589 9886
avg / total 0.861645 0.857392 0.856556 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 0.802411 0.916691 0.855752 10455
20 0.899033 0.790545 0.841306 9878
avg / total 0.837123 0.843093 0.836515 20630
Classification report for turbine 9, turbine category 3
precision recall f1-score support
10 0.818182 0.088235 0.159292 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 0.800703 0.916427 0.854666 10434
20 0.891299 0.789937 0.837562 9778
avg / total 0.831465 0.838342 0.830030 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 0.822505 0.918646 0.867921 10694
20 0.879116 0.791870 0.833215 9643
avg / total 0.837285 0.846340 0.839372 20630
Classification report for turbine 9, turbine category 5
precision recall f1-score support
19 0.826608 0.918931 0.870328 10744
20 0.899724 0.790512 0.841589 9886
avg / total 0.861645 0.857392 0.856556 20630
Classification report for turbine 9, turbine category 6
precision recall f1-score support
10 0.455823 0.630556 0.529138 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 0.801185 0.903213 0.849145 10177
20 0.868110 0.803771 0.834702 9229
avg / total 0.791544 0.816142 0.801537 20630
Classification report for turbine 9, turbine category 7
precision recall f1-score support
19 0.826608 0.918931 0.870328 10744
20 0.899724 0.790512 0.841589 9886
avg / total 0.861645 0.857392 0.856556 20630
Classification report for turbine 9, turbine category 8
precision recall f1-score support
10 0.000000 0.000000 0.000000 0
11 0.000000 0.000000 0.000000 0
12 0.000000 0.000000 0.000000 0
13 0.000000 0.000000 0.000000 0
14 0.000000 0.000000 0.000000 0
15 0.000000 0.000000 0.000000 0
16 0.000000 0.000000 0.000000 0
17 0.000000 0.000000 0.000000 0
18 0.000000 0.000000 0.000000 0
19 0.825959 0.913905 0.867709 10744
20 0.898510 0.780902 0.835588 9886
avg / total 0.860726 0.850170 0.852317 20630
Classification report for turbine 9, turbine category 9
precision recall f1-score support
10 0.872738 0.815339 0.843063 8697
11 0.002801 0.001828 0.002212 547
12 0.000000 0.000000 0.000000 350
13 0.013514 0.003472 0.005525 288
14 0.016393 0.003745 0.006098 267
15 0.000000 0.000000 0.000000 223
16 0.000000 0.000000 0.000000 214
17 0.054054 0.011111 0.018433 180
18 0.000000 0.000000 0.000000 180
19 0.646971 0.885431 0.747647 7358
20 0.608155 0.378332 0.466472 2326
avg / total 0.668188 0.702424 0.675040 20630
Classification report for turbine 9, turbine category 10
precision recall f1-score support
19 0.826608 0.918931 0.870328 10744
20 0.899724 0.790512 0.841589 9886
avg / total 0.861645 0.857392 0.856556 20630
Classification report for turbine 9, turbine category 11
precision recall f1-score support
10 0.000000 0.000000 0.000000 0
11 0.000000 0.000000 0.000000 0
12 0.000000 0.000000 0.000000 0
13 0.000000 0.000000 0.000000 0
14 0.000000 0.000000 0.000000 0
15 0.000000 0.000000 0.000000 0
16 0.000000 0.000000 0.000000 0
17 0.000000 0.000000 0.000000 0
18 0.000000 0.000000 0.000000 0
19 0.830522 0.879840 0.854470 10744
20 0.902240 0.761784 0.826085 9886
avg / total 0.864890 0.823267 0.840867 20630
Classification report for turbine 9, turbine category 12
precision recall f1-score support
19 0.826608 0.918931 0.870328 10744
20 0.899724 0.790512 0.841589 9886
avg / total 0.861645 0.857392 0.856556 20630
Classification report for turbine 9, turbine category 13
precision recall f1-score support
19 0.826608 0.918931 0.870328 10744
20 0.899724 0.790512 0.841589 9886
avg / total 0.861645 0.857392 0.856556 20630
------------------------------------------------------------------------
Classification report for turbine 9, turbine category 0
precision recall f1-score support
10 0.209302 0.043269 0.071713 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 0.000000 0.000000 0.000000 26
16 0.000000 0.000000 0.000000 4
17 0.000000 0.000000 0.000000 36
18 0.000000 0.000000 0.000000 36
19 0.893640 0.978352 0.934079 16214
20 0.871026 0.650918 0.745056 3704
avg / total 0.860848 0.886234 0.868626 20630
Classification report for turbine 9, turbine category 1
precision recall f1-score support
19 0.926988 0.979877 0.952699 16896
20 0.877256 0.650777 0.747232 3734
avg / total 0.917986 0.920310 0.915510 20630
Classification report for turbine 9, turbine category 2
precision recall f1-score support
12 0.000000 0.000000 0.000000 0
13 0.000000 0.000000 0.000000 0
14 0.000000 0.000000 0.000000 0
15 0.000000 0.000000 0.000000 0
16 0.000000 0.000000 0.000000 0
17 0.000000 0.000000 0.000000 0
18 0.000000 0.000000 0.000000 0
19 0.926744 0.975616 0.950552 16896
20 0.875991 0.650777 0.746773 3734
avg / total 0.917558 0.916820 0.913668 20630
Classification report for turbine 9, 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 0.912461 0.978001 0.944095 16637
20 0.868020 0.647202 0.741521 3699
avg / total 0.891489 0.904750 0.894318 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 0.910470 0.979578 0.943761 16600
20 0.877536 0.648634 0.745919 3734
avg / total 0.891446 0.905623 0.894411 20630
Classification report for turbine 9, turbine category 5
precision recall f1-score support
19 0.926988 0.979877 0.952699 16896
20 0.877256 0.650777 0.747232 3734
avg / total 0.917986 0.920310 0.915510 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 0.038462 0.013889 0.020408 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 0.901206 0.973162 0.935803 16432
20 0.834947 0.485369 0.613879 3554
avg / total 0.861793 0.858798 0.851203 20630
Classification report for turbine 9, turbine category 7
precision recall f1-score support
19 0.926988 0.979877 0.952699 16896
20 0.877256 0.650777 0.747232 3734
avg / total 0.917986 0.920310 0.915510 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 0.903159 0.973539 0.937029 16477
20 0.819755 0.638047 0.717577 3564
avg / total 0.862964 0.887785 0.872364 20630
Classification report for turbine 9, turbine category 9
precision recall f1-score support
10 0.093208 0.618705 0.162009 417
11 0.005747 0.001992 0.002959 502
12 0.089655 0.031250 0.046346 416
13 0.083969 0.031250 0.045549 352
14 0.062069 0.031250 0.041570 288
15 0.000000 0.000000 0.000000 259
16 0.000000 0.000000 0.000000 252
17 0.000000 0.000000 0.000000 233
18 0.000000 0.000000 0.000000 216
19 0.785772 0.887334 0.833470 14290
20 0.897196 0.225551 0.360479 3405
avg / total 0.698503 0.666020 0.642465 20630
Classification report for turbine 9, turbine category 10
precision recall f1-score support
19 0.926988 0.979877 0.952699 16896
20 0.877256 0.650777 0.747232 3734
avg / total 0.917986 0.920310 0.915510 20630
Classification report for turbine 9, 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 0.000000 0.000000 0.000000 108
16 0.000000 0.000000 0.000000 108
17 0.040816 0.018519 0.025478 108
18 0.000000 0.000000 0.000000 108
19 0.879930 0.943723 0.910711 16028
20 0.872675 0.655914 0.748926 3720
avg / total 0.841216 0.851575 0.842735 20630
Classification report for turbine 9, turbine category 12
precision recall f1-score support
19 0.926988 0.979877 0.952699 16896
20 0.877256 0.650777 0.747232 3734
avg / total 0.917986 0.920310 0.915510 20630
Classification report for turbine 9, turbine category 13
precision recall f1-score support
19 0.926988 0.979877 0.952699 16896
20 0.877256 0.650777 0.747232 3734
avg / total 0.917986 0.920310 0.915510 20630
------------------------------------------------------------------------
Classification report for turbine 9, turbine category 0
precision recall f1-score support
10 0.037736 0.033333 0.035398 60
11 0.000000 0.000000 0.000000 36
12 0.000000 0.000000 0.000000 36
13 0.000000 0.000000 0.000000 36
14 0.000000 0.000000 0.000000 36
15 0.000000 0.000000 0.000000 36
16 0.000000 0.000000 0.000000 32
17 0.000000 0.000000 0.000000 0
18 0.000000 0.000000 0.000000 0
19 0.945758 0.983973 0.964487 17720
20 0.865403 0.692191 0.769166 2638
avg / total 0.923123 0.933786 0.926898 20630
Classification report for turbine 9, turbine category 1
precision recall f1-score support
19 0.956317 0.986229 0.971043 17936
20 0.884201 0.700074 0.781438 2694
avg / total 0.946900 0.948861 0.946283 20630
Classification report for turbine 9, turbine category 2
precision recall f1-score support
13 0.000000 0.000000 0.000000 0
14 0.000000 0.000000 0.000000 0
15 0.000000 0.000000 0.000000 0
17 0.000000 0.000000 0.000000 0
19 0.956232 0.985448 0.970621 17936
20 0.884146 0.699703 0.781185 2694
avg / total 0.946819 0.948134 0.945883 20630
Classification report for turbine 9, turbine category 3
precision recall f1-score support
10 0.000000 0.000000 0.000000 0
11 0.000000 0.000000 0.000000 0
12 0.000000 0.000000 0.000000 0
13 0.000000 0.000000 0.000000 0
14 0.000000 0.000000 0.000000 0
15 0.000000 0.000000 0.000000 0
16 0.000000 0.000000 0.000000 0
17 0.000000 0.000000 0.000000 0
18 0.000000 0.000000 0.000000 0
19 0.956180 0.984222 0.969998 17936
20 0.883519 0.678545 0.767583 2694
avg / total 0.946692 0.944304 0.943566 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 0.000000 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 0.917289 0.985757 0.950291 17202
20 0.830038 0.702111 0.760734 2511
avg / total 0.865896 0.907416 0.884979 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 0.907607 0.985558 0.944978 17034
20 0.774027 0.699873 0.735085 2359
avg / total 0.837911 0.893795 0.864315 20630
Classification report for turbine 9, turbine category 6
precision recall f1-score support
10 0.000000 0.000000 0.000000 0
11 0.000000 0.000000 0.000000 0
12 0.000000 0.000000 0.000000 0
13 0.000000 0.000000 0.000000 0
14 0.000000 0.000000 0.000000 0
15 0.000000 0.000000 0.000000 0
16 0.000000 0.000000 0.000000 0
17 0.000000 0.000000 0.000000 0
18 0.000000 0.000000 0.000000 0
19 0.956310 0.983608 0.969767 17936
20 0.882468 0.668894 0.760980 2694
avg / total 0.946667 0.942511 0.942502 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 0.945991 0.986081 0.965620 17745
20 0.854196 0.710886 0.775980 2563
avg / total 0.919822 0.936500 0.926988 20630
Classification report for turbine 9, turbine category 8
precision recall f1-score support
10 0.000000 0.000000 0.000000 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 0.930419 0.983096 0.956032 17451
20 0.728565 0.665513 0.695613 2311
avg / total 0.868660 0.906156 0.886635 20630
Classification report for turbine 9, turbine category 9
precision recall f1-score support
10 0.438946 0.816000 0.570829 1000
11 0.043732 0.014955 0.022288 1003
12 0.052288 0.009581 0.016194 835
13 0.053097 0.007895 0.013746 760
14 0.021622 0.005610 0.008909 713
15 0.303371 0.039474 0.069858 684
16 0.076923 0.013333 0.022727 675
17 0.045113 0.009788 0.016086 613
18 0.044118 0.005226 0.009346 574
19 0.667703 0.922697 0.774758 12341
20 0.505814 0.182263 0.267967 1432
avg / total 0.477901 0.607950 0.516087 20630
Classification report for turbine 9, turbine category 10
precision recall f1-score support
19 0.956317 0.986229 0.971043 17936
20 0.884201 0.700074 0.781438 2694
avg / total 0.946900 0.948861 0.946283 20630
Classification report for turbine 9, turbine category 11
precision recall f1-score support
10 0.000000 0.000000 0.000000 12
11 0.058824 0.041667 0.048780 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 0.928997 0.977439 0.952603 17375
20 0.872499 0.703037 0.778654 2667
avg / total 0.895420 0.914251 0.903134 20630
Classification report for turbine 9, turbine category 12
precision recall f1-score support
19 0.956317 0.986229 0.971043 17936
20 0.884201 0.700074 0.781438 2694
avg / total 0.946900 0.948861 0.946283 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 0.820836 0.987191 0.896360 15380
20 0.742147 0.712421 0.726980 2222
avg / total 0.691881 0.812700 0.746552 20630
------------------------------------------------------------------------
Classification report for turbine 9, turbine category 0
precision recall f1-score support
10 0.314286 0.423077 0.360656 52
11 0.000000 0.000000 0.000000 36
12 0.000000 0.000000 0.000000 36
13 0.000000 0.000000 0.000000 36
14 0.000000 0.000000 0.000000 36
15 0.000000 0.000000 0.000000 36
16 0.000000 0.000000 0.000000 36
17 0.000000 0.000000 0.000000 36
18 0.000000 0.000000 0.000000 36
19 0.958965 0.984607 0.971617 17540
20 0.897903 0.825091 0.859958 2750
avg / total 0.935813 0.948182 0.941628 20630
Classification report for turbine 9, turbine category 1
precision recall f1-score support
19 0.973990 0.987267 0.980583 17827
20 0.911328 0.832323 0.870035 2803
avg / total 0.965476 0.966214 0.965563 20630
Classification report for turbine 9, turbine category 2
precision recall f1-score support
11 0.000000 0.000000 0.000000 0
15 0.000000 0.000000 0.000000 0
19 0.974040 0.987098 0.980525 17827
20 0.911363 0.832679 0.870246 2803
avg / total 0.965524 0.966117 0.965542 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 0.964851 0.987256 0.975925 17656
20 0.857546 0.802796 0.829268 2647
avg / total 0.935789 0.947940 0.941639 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 0.000000 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 0.942911 0.984005 0.963020 17255
20 0.906238 0.835141 0.869238 2766
avg / total 0.910159 0.934998 0.922017 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 0.166667 0.006944 0.013333 144
17 0.000000 0.000000 0.000000 144
18 0.000000 0.000000 0.000000 144
19 0.909975 0.983011 0.945084 16658
20 0.720810 0.809184 0.762445 2243
avg / total 0.814306 0.881774 0.846112 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 0.000000 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 0.926070 0.978728 0.951672 16971
20 0.884600 0.815117 0.848438 2699
avg / total 0.877551 0.911779 0.893880 20630
Classification report for turbine 9, turbine category 7
precision recall f1-score support
11 0.000000 0.000000 0.000000 0
12 0.000000 0.000000 0.000000 0
16 0.000000 0.000000 0.000000 0
17 0.000000 0.000000 0.000000 0
18 0.000000 0.000000 0.000000 0
19 0.974094 0.987098 0.980553 17827
20 0.910903 0.831609 0.869452 2803
avg / total 0.965508 0.965972 0.965457 20630
Classification report for turbine 9, turbine category 8
precision recall f1-score support
10 0.000000 0.000000 0.000000 0
11 0.000000 0.000000 0.000000 0
12 0.000000 0.000000 0.000000 0
13 0.000000 0.000000 0.000000 0
14 0.000000 0.000000 0.000000 0
15 0.000000 0.000000 0.000000 0
16 0.000000 0.000000 0.000000 0
17 0.000000 0.000000 0.000000 0
18 0.000000 0.000000 0.000000 0
19 0.973905 0.981881 0.977877 17827
20 0.908725 0.806279 0.854442 2803
avg / total 0.965049 0.958022 0.961106 20630
Classification report for turbine 9, turbine category 9
precision recall f1-score support
10 0.545090 0.616314 0.578518 1324
11 0.078431 0.038278 0.051447 1254
12 0.057851 0.012727 0.020864 1100
13 0.026316 0.003895 0.006785 1027
14 0.038835 0.008677 0.014184 922
15 0.030151 0.006674 0.010929 899
16 0.007937 0.002418 0.003707 827
17 0.039409 0.010336 0.016377 774
18 0.045918 0.012658 0.019846 711
19 0.570698 0.877829 0.691703 10428
20 0.607177 0.458944 0.522756 1364
avg / total 0.379194 0.518420 0.428467 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 0.958605 0.987177 0.972682 17547
20 0.907813 0.833572 0.869110 2788
avg / total 0.938033 0.952302 0.944776 20630
Classification report for turbine 9, 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 0.942503 0.973803 0.957897 17254
20 0.907176 0.834290 0.869208 2788
avg / total 0.910865 0.927193 0.918609 20630
Classification report for turbine 9, turbine category 12
precision recall f1-score support
19 0.973990 0.987267 0.980583 17827
20 0.911328 0.832323 0.870035 2803
avg / total 0.965476 0.966214 0.965563 20630
Classification report for turbine 9, turbine category 13
precision recall f1-score support
10 0.000000 0.000000 0.000000 0
11 0.000000 0.000000 0.000000 0
12 0.000000 0.000000 0.000000 0
13 0.000000 0.000000 0.000000 0
14 0.000000 0.000000 0.000000 0
15 0.000000 0.000000 0.000000 0
16 0.000000 0.000000 0.000000 0
17 0.000000 0.000000 0.000000 0
18 0.000000 0.000000 0.000000 0
19 0.974223 0.977338 0.975778 17827
20 0.909711 0.808776 0.856280 2803
avg / total 0.965458 0.954435 0.959542 20630
------------------------------------------------------------------------
Classification report for turbine 10, turbine category 0
precision recall f1-score support
10 0.000000 0.000000 0.000000 0
11 0.000000 0.000000 0.000000 0
12 0.000000 0.000000 0.000000 0
13 0.000000 0.000000 0.000000 0
14 0.000000 0.000000 0.000000 0
15 0.000000 0.000000 0.000000 0
16 0.000000 0.000000 0.000000 0
17 0.000000 0.000000 0.000000 0
18 0.000000 0.000000 0.000000 0
19 0.961392 0.866603 0.911540 19798
20 0.512522 0.579873 0.544121 2047
avg / total 0.919330 0.839734 0.877110 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 0.942907 0.941360 0.942133 19509
20 0.510980 0.593428 0.549126 2039
avg / total 0.889772 0.896086 0.892641 21845
Classification report for turbine 10, turbine category 2
precision recall f1-score support
19 0.957232 0.941711 0.949408 19798
20 0.512669 0.593063 0.549943 2047
avg / total 0.915574 0.909041 0.911976 21845
Classification report for turbine 10, turbine category 3
precision recall f1-score support
10 0.016949 0.002037 0.003636 491
11 0.219512 0.017510 0.032432 514
12 0.066667 0.002667 0.005128 375
13 0.046512 0.006623 0.011594 302
14 0.081967 0.018868 0.030675 265
15 0.000000 0.000000 0.000000 252
16 0.000000 0.000000 0.000000 252
17 0.000000 0.000000 0.000000 252
18 0.076923 0.003968 0.007547 252
19 0.835707 0.931259 0.880900 17326
20 0.340909 0.489130 0.401786 1564
avg / total 0.696450 0.774502 0.728989 21845
Classification report for turbine 10, turbine category 4
precision recall f1-score support
10 0.014286 0.031250 0.019608 32
11 0.000000 0.000000 0.000000 72
12 0.000000 0.000000 0.000000 72
13 0.000000 0.000000 0.000000 43
14 0.000000 0.000000 0.000000 36
15 0.000000 0.000000 0.000000 36
16 0.000000 0.000000 0.000000 36
17 0.000000 0.000000 0.000000 36
18 0.000000 0.000000 0.000000 36
19 0.935128 0.845885 0.888270 19427
20 0.496919 0.559188 0.526218 2019
avg / total 0.877568 0.803983 0.838612 21845
Classification report for turbine 10, turbine category 5
precision recall f1-score support
10 0.000000 0.000000 0.000000 0
11 0.000000 0.000000 0.000000 0
12 0.000000 0.000000 0.000000 0
13 0.000000 0.000000 0.000000 0
14 0.000000 0.000000 0.000000 0
15 0.000000 0.000000 0.000000 0
16 0.000000 0.000000 0.000000 0
17 0.000000 0.000000 0.000000 0
18 0.000000 0.000000 0.000000 0
19 0.971227 0.908728 0.938938 19798
20 0.545330 0.581827 0.562987 2047
avg / total 0.931318 0.878096 0.903710 21845
Classification report for turbine 10, turbine category 6
precision recall f1-score support
10 0.027027 0.023810 0.025316 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 0.000000 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 0.912780 0.930250 0.921432 18810
20 0.453645 0.547529 0.496185 1841
avg / total 0.824248 0.847196 0.835280 21845
Classification report for turbine 10, turbine category 7
precision recall f1-score support
19 0.957232 0.941711 0.949408 19798
20 0.512669 0.593063 0.549943 2047
avg / total 0.915574 0.909041 0.911976 21845
Classification report for turbine 10, turbine category 8
precision recall f1-score support
10 0.098404 0.166667 0.123746 222
11 0.093023 0.108499 0.100167 553
12 0.075949 0.055556 0.064171 540
13 0.061625 0.040892 0.049162 538
14 0.064103 0.059524 0.061728 504
15 0.019774 0.027778 0.023102 504
16 0.024055 0.014675 0.018229 477
17 0.012448 0.006410 0.008463 468
18 0.006211 0.002137 0.003180 468
19 0.784338 0.804649 0.794363 15833
20 0.403571 0.455121 0.427799 1738
avg / total 0.610197 0.628748 0.618976 21845
Classification report for turbine 10, turbine category 9
precision recall f1-score support
10 0.607576 0.530423 0.566384 756
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 0.927891 0.887928 0.907470 19202
20 0.371895 0.434020 0.400563 1311
avg / total 0.858972 0.824903 0.841317 21845
Classification report for turbine 10, turbine category 10
precision recall f1-score support
12 0.000000 0.000000 0.000000 0
13 0.000000 0.000000 0.000000 0
14 0.000000 0.000000 0.000000 0
15 0.000000 0.000000 0.000000 0
16 0.000000 0.000000 0.000000 0
17 0.000000 0.000000 0.000000 0
19 0.957195 0.939741 0.948388 19798
20 0.512442 0.593552 0.550023 2047
avg / total 0.915519 0.907301 0.911059 21845
Classification report for turbine 10, turbine category 11
precision recall f1-score support
10 0.000000 0.000000 0.000000 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 0.000000 0.000000 0.000000 360
15 0.037037 0.002778 0.005168 360
16 0.111111 0.002959 0.005764 338
17 0.000000 0.000000 0.000000 324
18 0.000000 0.000000 0.000000 324
19 0.835521 0.944648 0.886740 17181
20 0.479220 0.622247 0.541447 1816
avg / total 0.699302 0.794781 0.742603 21845
Classification report for turbine 10, turbine category 12
precision recall f1-score support
19 0.957232 0.941711 0.949408 19798
20 0.512669 0.593063 0.549943 2047
avg / total 0.915574 0.909041 0.911976 21845
Classification report for turbine 10, turbine category 13
precision recall f1-score support
19 0.957232 0.941711 0.949408 19798
20 0.512669 0.593063 0.549943 2047
avg / total 0.915574 0.909041 0.911976 21845
------------------------------------------------------------------------
Classification report for turbine 10, turbine category 0
precision recall f1-score support
10 0.000000 0.000000 0.000000 0
11 0.000000 0.000000 0.000000 0
12 0.000000 0.000000 0.000000 0
13 0.000000 0.000000 0.000000 0
14 0.000000 0.000000 0.000000 0
15 0.000000 0.000000 0.000000 0
16 0.000000 0.000000 0.000000 0
17 0.000000 0.000000 0.000000 0
18 0.000000 0.000000 0.000000 0
19 0.939221 0.961102 0.950035 18844
20 0.793893 0.450516 0.574830 3001
avg / total 0.919256 0.890959 0.898491 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 0.918517 0.979242 0.947908 18499
20 0.809135 0.574207 0.671722 2931
avg / total 0.886392 0.906294 0.892844 21845
Classification report for turbine 10, turbine category 2
precision recall f1-score support
19 0.935195 0.981002 0.957551 18844
20 0.827719 0.573142 0.677299 3001
avg / total 0.920430 0.924971 0.919051 21845
Classification report for turbine 10, turbine category 3
precision recall f1-score support
10 0.000000 0.000000 0.000000 0
11 0.000000 0.000000 0.000000 0
12 0.000000 0.000000 0.000000 0
13 0.000000 0.000000 0.000000 0
14 0.000000 0.000000 0.000000 0
15 0.000000 0.000000 0.000000 0
16 0.000000 0.000000 0.000000 0
18 0.000000 0.000000 0.000000 0
19 0.935088 0.978508 0.956305 18844
20 0.820296 0.517161 0.634376 3001
avg / total 0.919318 0.915129 0.912080 21845
Classification report for turbine 10, turbine category 4
precision recall f1-score support
10 0.000000 0.000000 0.000000 0
11 0.000000 0.000000 0.000000 0
12 0.000000 0.000000 0.000000 0
13 0.000000 0.000000 0.000000 0
14 0.000000 0.000000 0.000000 0
15 0.000000 0.000000 0.000000 0
16 0.000000 0.000000 0.000000 0
17 0.000000 0.000000 0.000000 0
18 0.000000 0.000000 0.000000 0
19 0.936273 0.976916 0.956163 18844
20 0.802064 0.440187 0.568417 3001
avg / total 0.917836 0.903182 0.902895 21845
Classification report for turbine 10, turbine category 5
precision recall f1-score support
10 0.000000 0.000000 0.000000 0
11 0.000000 0.000000 0.000000 0
12 0.000000 0.000000 0.000000 0
13 0.000000 0.000000 0.000000 0
14 0.000000 0.000000 0.000000 0
15 0.000000 0.000000 0.000000 0
16 0.000000 0.000000 0.000000 0
17 0.000000 0.000000 0.000000 0
18 0.000000 0.000000 0.000000 0
19 0.940345 0.974528 0.957131 18844
20 0.841093 0.553815 0.667872 3001
avg / total 0.926710 0.916732 0.917394 21845
Classification report for turbine 10, turbine category 6
precision recall f1-score support
10 0.375912 0.301170 0.334416 342
11 0.000000 0.000000 0.000000 83
12 0.039216 0.083333 0.053333 72
13 0.043210 0.097222 0.059829 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 0.908602 0.956802 0.932079 18172
20 0.682940 0.453717 0.545216 2744
avg / total 0.847773 0.858228 0.849454 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 0.915971 0.981089 0.947412 18455
20 0.809913 0.575385 0.672796 2925
avg / total 0.882272 0.905882 0.890475 21845
Classification report for turbine 10, turbine category 8
precision recall f1-score support
10 0.120000 0.206897 0.151899 145
11 0.033445 0.039062 0.036036 256
12 0.013699 0.007937 0.010050 252
13 0.006250 0.003968 0.004854 252
14 0.011905 0.003968 0.005952 252
15 0.012618 0.015873 0.014060 252
16 0.000000 0.000000 0.000000 252
17 0.150538 0.056911 0.082596 246
18 0.000000 0.000000 0.000000 216
19 0.852722 0.924870 0.887332 16984
20 0.748406 0.471512 0.578535 2738
avg / total 0.760173 0.781003 0.765157 21845
Classification report for turbine 10, turbine category 9
precision recall f1-score support
10 0.682320 0.412813 0.514405 1795
11 0.052632 0.014749 0.023041 339
12 0.041667 0.054422 0.047198 294
13 0.000000 0.000000 0.000000 288
14 0.021277 0.003472 0.005970 288
15 0.053571 0.010417 0.017442 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 0.825514 0.956162 0.886048 16561
20 0.430839 0.336879 0.378109 1128
avg / total 0.706511 0.777340 0.734819 21845
Classification report for turbine 10, turbine category 10
precision recall f1-score support
12 0.000000 0.000000 0.000000 0
13 0.000000 0.000000 0.000000 0
19 0.935409 0.980630 0.957486 18844
20 0.827869 0.572143 0.676650 3001
avg / total 0.920635 0.924514 0.918906 21845
Classification report for turbine 10, turbine category 11
precision recall f1-score support
10 0.000000 0.000000 0.000000 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 0.004132 0.013889 0.006369 72
18 0.000000 0.000000 0.000000 72
19 0.906900 0.904572 0.905735 18307
20 0.813840 0.565910 0.667599 2951
avg / total 0.869973 0.834562 0.849248 21845
Classification report for turbine 10, turbine category 12
precision recall f1-score support
19 0.935195 0.981002 0.957551 18844
20 0.827719 0.573142 0.677299 3001
avg / total 0.920430 0.924971 0.919051 21845
Classification report for turbine 10, turbine category 13
precision recall f1-score support
19 0.935195 0.981002 0.957551 18844
20 0.827719 0.573142 0.677299 3001
avg / total 0.920430 0.924971 0.919051 21845
------------------------------------------------------------------------
Classification report for turbine 10, turbine category 0
precision recall f1-score support
10 0.416667 0.139860 0.209424 143
11 0.000000 0.000000 0.000000 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 0.772962 0.952808 0.853514 14282
20 0.796678 0.448569 0.573967 7058
avg / total 0.765483 0.768780 0.744834 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 0.761907 0.955282 0.847707 14200
20 0.829872 0.455444 0.588121 7283
avg / total 0.771941 0.772808 0.747114 21845
Classification report for turbine 10, turbine category 2
precision recall f1-score support
19 0.778713 0.953097 0.857125 14562
20 0.830184 0.458465 0.590712 7283
avg / total 0.795873 0.788190 0.768305 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 0.762156 0.949905 0.845736 14273
20 0.827423 0.455270 0.587359 7277
avg / total 0.773606 0.772305 0.748245 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 0.747658 0.953154 0.837992 13982
20 0.824019 0.436519 0.570708 7262
avg / total 0.752473 0.755184 0.726083 21845
Classification report for turbine 10, turbine category 5
precision recall f1-score support
10 0.000000 0.000000 0.000000 0
11 0.000000 0.000000 0.000000 0
12 0.000000 0.000000 0.000000 0
13 0.000000 0.000000 0.000000 0
14 0.000000 0.000000 0.000000 0
15 0.000000 0.000000 0.000000 0
16 0.000000 0.000000 0.000000 0
17 0.000000 0.000000 0.000000 0
18 0.000000 0.000000 0.000000 0
19 0.778202 0.950762 0.855871 14562
20 0.806012 0.357133 0.494957 7283
avg / total 0.787474 0.752850 0.735544 21845
Classification report for turbine 10, turbine category 6
precision recall f1-score support
10 0.000000 0.000000 0.000000 636
11 0.000000 0.000000 0.000000 95
12 0.000000 0.000000 0.000000 45
13 0.000000 0.000000 0.000000 36
14 0.000000 0.000000 0.000000 36
15 0.000000 0.000000 0.000000 36
16 0.000000 0.000000 0.000000 36
17 0.000000 0.000000 0.000000 36
18 0.000000 0.000000 0.000000 36
19 0.757543 0.948143 0.842194 14193
20 0.793491 0.413664 0.543822 6660
avg / total 0.734102 0.742138 0.712983 21845
Classification report for turbine 10, turbine category 7
precision recall f1-score support
10 0.000000 0.000000 0.000000 0
11 0.000000 0.000000 0.000000 0
12 0.000000 0.000000 0.000000 0
13 0.000000 0.000000 0.000000 0
15 0.000000 0.000000 0.000000 0
19 0.778340 0.951518 0.856260 14562
20 0.830373 0.455719 0.588475 7283
avg / total 0.795687 0.786221 0.766982 21845
Classification report for turbine 10, turbine category 8
precision recall f1-score support
10 0.220807 0.679739 0.333333 153
11 0.000000 0.000000 0.000000 116
12 0.000000 0.000000 0.000000 108
13 0.055556 0.009259 0.015873 108
14 0.000000 0.000000 0.000000 108
15 0.005319 0.009259 0.006757 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 0.726084 0.925303 0.813677 13682
20 0.789214 0.313673 0.448922 7138
avg / total 0.714491 0.686885 0.658759 21845
Classification report for turbine 10, turbine category 9
precision recall f1-score support
10 0.002869 0.058140 0.005467 86
11 0.000000 0.000000 0.000000 72
12 0.000000 0.000000 0.000000 72
13 0.000000 0.000000 0.000000 72
14 0.000000 0.000000 0.000000 72
15 0.000000 0.000000 0.000000 72
16 0.000000 0.000000 0.000000 72
17 0.000000 0.000000 0.000000 72
18 0.000000 0.000000 0.000000 72
19 0.755018 0.933973 0.835015 14176
20 0.773926 0.226202 0.350083 7007
avg / total 0.738214 0.678874 0.654185 21845
Classification report for turbine 10, turbine category 10
precision recall f1-score support
19 0.778700 0.953028 0.857090 14562
20 0.829978 0.458465 0.590660 7283
avg / total 0.795796 0.788144 0.768264 21845
Classification report for turbine 10, turbine category 11
precision recall f1-score support
10 0.000000 0.000000 0.000000 24
11 0.162791 0.048611 0.074866 144
12 0.028571 0.006944 0.011173 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 0.011628 0.006944 0.008696 144
17 0.000000 0.000000 0.000000 144
18 0.090452 0.250000 0.132841 144
19 0.749910 0.925254 0.828405 13566
20 0.824217 0.466704 0.595955 7103
avg / total 0.735635 0.728405 0.709727 21845
Classification report for turbine 10, turbine category 12
precision recall f1-score support
19 0.778713 0.953097 0.857125 14562
20 0.830184 0.458465 0.590712 7283
avg / total 0.795873 0.788190 0.768305 21845
Classification report for turbine 10, turbine category 13
precision recall f1-score support
19 0.778713 0.953097 0.857125 14562
20 0.830184 0.458465 0.590712 7283
avg / total 0.795873 0.788190 0.768305 21845
------------------------------------------------------------------------
Classification report for turbine 10, turbine category 0
precision recall f1-score support
10 0.000000 0.000000 0.000000 0
11 0.000000 0.000000 0.000000 0
12 0.000000 0.000000 0.000000 0
13 0.000000 0.000000 0.000000 0
14 0.000000 0.000000 0.000000 0
15 0.000000 0.000000 0.000000 0
16 0.000000 0.000000 0.000000 0
17 0.000000 0.000000 0.000000 0
18 0.000000 0.000000 0.000000 0
19 0.988752 0.981809 0.985268 21219
20 0.572298 0.600639 0.586126 626
avg / total 0.976818 0.970886 0.973830 21845
Classification report for turbine 10, turbine category 1
precision recall f1-score support
10 0.000000 0.000000 0.000000 0
11 0.000000 0.000000 0.000000 0
12 0.000000 0.000000 0.000000 0
13 0.000000 0.000000 0.000000 0
14 0.000000 0.000000 0.000000 0
15 0.000000 0.000000 0.000000 0
16 0.000000 0.000000 0.000000 0
17 0.000000 0.000000 0.000000 0
18 0.000000 0.000000 0.000000 0
19 0.988296 0.982940 0.985611 21219
20 0.541056 0.589457 0.564220 626
avg / total 0.975480 0.971664 0.973535 21845
Classification report for turbine 10, turbine category 2
precision recall f1-score support
19 0.988233 0.985485 0.986857 21219
20 0.550365 0.602236 0.575133 626
avg / total 0.975685 0.974502 0.975058 21845
Classification report for turbine 10, turbine category 3
precision recall f1-score support
10 0.000000 0.000000 0.000000 0
11 0.000000 0.000000 0.000000 0
13 0.000000 0.000000 0.000000 0
14 0.000000 0.000000 0.000000 0
15 0.000000 0.000000 0.000000 0
16 0.000000 0.000000 0.000000 0
17 0.000000 0.000000 0.000000 0
18 0.000000 0.000000 0.000000 0
19 0.988153 0.982704 0.985421 21219
20 0.528244 0.552716 0.540203 626
avg / total 0.974973 0.970382 0.972663 21845
Classification report for turbine 10, turbine category 4
precision recall f1-score support
10 0.000000 0.000000 0.000000 0
11 0.000000 0.000000 0.000000 0
12 0.000000 0.000000 0.000000 0
13 0.000000 0.000000 0.000000 0
14 0.000000 0.000000 0.000000 0
15 0.000000 0.000000 0.000000 0
16 0.000000 0.000000 0.000000 0
17 0.000000 0.000000 0.000000 0
18 0.000000 0.000000 0.000000 0
19 0.988195 0.982327 0.985252 21219
20 0.528653 0.589457 0.557402 626
avg / total 0.975026 0.971069 0.972992 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 0.931000 0.984940 0.957211 19987
20 0.467456 0.580882 0.518033 544
avg / total 0.863456 0.915633 0.888697 21845
Classification report for turbine 10, turbine category 6
precision recall f1-score support
10 0.000000 0.000000 0.000000 10
11 0.000000 0.000000 0.000000 56
12 0.000000 0.000000 0.000000 36
13 0.000000 0.000000 0.000000 36
14 0.000000 0.000000 0.000000 36
15 0.000000 0.000000 0.000000 36
16 0.000000 0.000000 0.000000 36
17 0.000000 0.000000 0.000000 43
18 0.000000 0.000000 0.000000 72
19 0.973819 0.981688 0.977738 20915
20 0.496894 0.562390 0.527617 569
avg / total 0.945304 0.954543 0.949856 21845
Classification report for turbine 10, turbine category 7
precision recall f1-score support
10 0.000000 0.000000 0.000000 0
11 0.000000 0.000000 0.000000 0
12 0.000000 0.000000 0.000000 0
13 0.000000 0.000000 0.000000 0
14 0.000000 0.000000 0.000000 0
15 0.000000 0.000000 0.000000 0
16 0.000000 0.000000 0.000000 0
19 0.988363 0.984684 0.986520 21219
20 0.545052 0.589457 0.566385 626
avg / total 0.975660 0.973358 0.974480 21845
Classification report for turbine 10, turbine category 8
precision recall f1-score support
10 0.595420 0.709091 0.647303 110
11 0.000000 0.000000 0.000000 144
12 0.000000 0.000000 0.000000 124
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 84
18 0.045455 0.041667 0.043478 72
19 0.948836 0.968632 0.958632 20371
20 0.441652 0.484252 0.461972 508
avg / total 0.898232 0.918242 0.908094 21845
Classification report for turbine 10, turbine category 9
precision recall f1-score support
10 0.000000 0.000000 0.000000 0
11 0.000000 0.000000 0.000000 0
12 0.000000 0.000000 0.000000 0
13 0.000000 0.000000 0.000000 0
14 0.000000 0.000000 0.000000 0
15 0.000000 0.000000 0.000000 0
16 0.000000 0.000000 0.000000 0
17 0.000000 0.000000 0.000000 0
18 0.000000 0.000000 0.000000 0
19 0.987412 0.968519 0.977874 21219
20 0.533333 0.511182 0.522023 626
avg / total 0.974399 0.955413 0.964811 21845
Classification report for turbine 10, turbine category 10
precision recall f1-score support
12 0.000000 0.000000 0.000000 0
13 0.000000 0.000000 0.000000 0
19 0.988181 0.985108 0.986642 21219
20 0.545852 0.599042 0.571211 626
avg / total 0.975506 0.974044 0.974737 21845
Classification report for turbine 10, turbine category 11
precision recall f1-score support
10 0.200000 0.058824 0.090909 17
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 0.048780 0.018519 0.026846 108
19 0.948570 0.969731 0.959034 20351
20 0.540000 0.616639 0.575781 613
avg / total 0.899246 0.920851 0.909805 21845
Classification report for turbine 10, turbine category 12
precision recall f1-score support
19 0.988233 0.985485 0.986857 21219
20 0.550365 0.602236 0.575133 626
avg / total 0.975685 0.974502 0.975058 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 0.975803 0.985303 0.980530 20956
20 0.529927 0.617347 0.570306 588
avg / total 0.950356 0.961822 0.955977 21845
------------------------------------------------------------------------
Classification report for turbine 10, turbine category 0
precision recall f1-score support
10 0.000000 0.000000 0.000000 0
11 0.000000 0.000000 0.000000 0
12 0.000000 0.000000 0.000000 0
13 0.000000 0.000000 0.000000 0
14 0.000000 0.000000 0.000000 0
15 0.000000 0.000000 0.000000 0
16 0.000000 0.000000 0.000000 0
17 0.000000 0.000000 0.000000 0
18 0.000000 0.000000 0.000000 0
19 0.992236 0.993451 0.992843 21225
20 0.820841 0.724194 0.769494 620
avg / total 0.987371 0.985809 0.986504 21845
Classification report for turbine 10, turbine category 1
precision recall f1-score support
10 0.000000 0.000000 0.000000 0
11 0.000000 0.000000 0.000000 0
12 0.000000 0.000000 0.000000 0
13 0.000000 0.000000 0.000000 0
14 0.000000 0.000000 0.000000 0
15 0.000000 0.000000 0.000000 0
19 0.992101 0.994111 0.993105 21225
20 0.815884 0.729032 0.770017 620
avg / total 0.987099 0.986587 0.986773 21845
Classification report for turbine 10, turbine category 2
precision recall f1-score support
19 0.991970 0.995241 0.993603 21225
20 0.816364 0.724194 0.767521 620
avg / total 0.986986 0.987549 0.987186 21845
Classification report for turbine 10, turbine category 3
precision recall f1-score support
10 0.000000 0.000000 0.000000 0
11 0.000000 0.000000 0.000000 0
12 0.000000 0.000000 0.000000 0
13 0.000000 0.000000 0.000000 0
14 0.000000 0.000000 0.000000 0
15 0.000000 0.000000 0.000000 0
19 0.992008 0.994111 0.993058 21225
20 0.792812 0.604839 0.686185 620
avg / total 0.986354 0.983062 0.984348 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 0.978570 0.994460 0.986451 20939
20 0.782288 0.703151 0.740611 603
avg / total 0.959579 0.972625 0.965983 21845
Classification report for turbine 10, turbine category 5
precision recall f1-score support
10 0.111111 0.043478 0.062500 23
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 0.967126 0.989705 0.978285 20689
20 0.717902 0.712747 0.715315 557
avg / total 0.934370 0.955550 0.944821 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 0.545455 0.034682 0.065217 173
18 0.000000 0.000000 0.000000 144
19 0.931044 0.990715 0.959953 19925
20 0.474790 0.515982 0.494530 438
avg / total 0.863052 0.914260 0.886013 21845
Classification report for turbine 10, turbine category 7
precision recall f1-score support
11 0.000000 0.000000 0.000000 0
13 0.000000 0.000000 0.000000 0
14 0.000000 0.000000 0.000000 0
19 0.992155 0.995053 0.993602 21225
20 0.817360 0.729032 0.770673 620
avg / total 0.987194 0.987503 0.987275 21845
Classification report for turbine 10, turbine category 8
precision recall f1-score support
10 0.010309 0.021739 0.013986 46
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 0.967514 0.983774 0.975576 20707
20 0.689579 0.602713 0.643226 516
avg / total 0.933422 0.946807 0.939977 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 0.000000 0.000000 0.000000 36
15 0.000000 0.000000 0.000000 36
16 0.000000 0.000000 0.000000 36
17 0.000000 0.000000 0.000000 36
18 0.000000 0.000000 0.000000 36
19 0.978059 0.990112 0.984049 20935
20 0.776087 0.578606 0.662953 617
avg / total 0.959236 0.965209 0.961781 21845
Classification report for turbine 10, turbine category 10
precision recall f1-score support
19 0.991970 0.995241 0.993603 21225
20 0.816364 0.724194 0.767521 620
avg / total 0.986986 0.987549 0.987186 21845
Classification report for turbine 10, turbine category 11
precision recall f1-score support
10 0.250000 0.083333 0.125000 24
11 0.150000 0.041667 0.065217 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 0.034483 0.006944 0.011561 144
17 0.016667 0.006944 0.009804 144
18 0.000000 0.000000 0.000000 144
19 0.938078 0.981804 0.959443 20059
20 0.791815 0.729508 0.759386 610
avg / total 0.885094 0.922362 0.902914 21845
Classification report for turbine 10, turbine category 12
precision recall f1-score support
19 0.991970 0.995241 0.993603 21225
20 0.816364 0.724194 0.767521 620
avg / total 0.986986 0.987549 0.987186 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 0.982529 0.995053 0.988751 21024
20 0.659341 0.683112 0.671016 527
avg / total 0.961509 0.974136 0.967779 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 0.886624 0.980943 0.931402 16582
20 0.863876 0.540554 0.664998 3933
avg / total 0.869881 0.883933 0.867974 20807
Classification report for turbine 11, turbine category 1
precision recall f1-score support
10 0.000000 0.000000 0.000000 0
11 0.000000 0.000000 0.000000 0
12 0.000000 0.000000 0.000000 0
13 0.000000 0.000000 0.000000 0
14 0.000000 0.000000 0.000000 0
15 0.000000 0.000000 0.000000 0
16 0.000000 0.000000 0.000000 0
17 0.000000 0.000000 0.000000 0
18 0.000000 0.000000 0.000000 0
19 0.896611 0.975556 0.934419 16650
20 0.869618 0.515035 0.646926 4157
avg / total 0.891218 0.883549 0.876981 20807
Classification report for turbine 11, turbine category 2
precision recall f1-score support
19 0.889894 0.980541 0.933021 16650
20 0.868346 0.514073 0.645814 4157
avg / total 0.885589 0.887346 0.875640 20807
Classification report for turbine 11, turbine category 3
precision recall f1-score support
10 0.000000 0.000000 0.000000 0
11 0.000000 0.000000 0.000000 0
12 0.000000 0.000000 0.000000 0
13 0.000000 0.000000 0.000000 0
14 0.000000 0.000000 0.000000 0
15 0.000000 0.000000 0.000000 0
16 0.000000 0.000000 0.000000 0
17 0.000000 0.000000 0.000000 0
18 0.000000 0.000000 0.000000 0
19 0.896695 0.961321 0.927884 16650
20 0.866962 0.470291 0.609794 4157
avg / total 0.890754 0.863219 0.864333 20807
Classification report for turbine 11, turbine category 4
precision recall f1-score support
19 0.889894 0.980541 0.933021 16650
20 0.868346 0.514073 0.645814 4157
avg / total 0.885589 0.887346 0.875640 20807
Classification report for turbine 11, turbine category 5
precision recall f1-score support
19 0.889894 0.980541 0.933021 16650
20 0.868346 0.514073 0.645814 4157
avg / total 0.885589 0.887346 0.875640 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 0.834897 0.981595 0.902323 15594
20 0.754179 0.571340 0.650149 3238
avg / total 0.743087 0.824578 0.777431 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 0.000000 0.000000 0.000000 36
16 0.000000 0.000000 0.000000 36
17 0.000000 0.000000 0.000000 36
18 0.000000 0.000000 0.000000 36
19 0.878121 0.956073 0.915441 16368
20 0.878852 0.507310 0.643288 4104
avg / total 0.864127 0.852165 0.847022 20807
Classification report for turbine 11, turbine category 8
precision recall f1-score support
10 0.036161 0.382353 0.066074 136
11 0.006173 0.005556 0.005848 180
12 0.046296 0.027778 0.034722 180
13 0.000000 0.000000 0.000000 180
14 0.037037 0.012346 0.018519 162
15 0.003390 0.006944 0.004556 144
16 0.004717 0.006944 0.005618 144
17 0.000000 0.000000 0.000000 144
18 0.005917 0.006944 0.006390 144
19 0.833975 0.913396 0.871881 15415
20 0.796101 0.246355 0.376272 3978
avg / total 0.771134 0.726823 0.718918 20807
Classification report for turbine 11, turbine category 9
precision recall f1-score support
10 0.885297 0.310194 0.459416 2737
11 0.000000 0.000000 0.000000 252
12 0.000000 0.000000 0.000000 252
13 0.000000 0.000000 0.000000 252
14 0.000000 0.000000 0.000000 252
15 0.031250 0.003968 0.007042 252
16 0.032258 0.003968 0.007067 252
17 0.017241 0.003968 0.006452 252
18 0.000000 0.000000 0.000000 252
19 0.785316 0.968324 0.867271 14680
20 0.268475 0.288210 0.277992 1374
avg / total 0.689226 0.743163 0.690926 20807
Classification report for turbine 11, turbine category 10
precision recall f1-score support
10 0.000000 0.000000 0.000000 0
11 0.000000 0.000000 0.000000 0
12 0.000000 0.000000 0.000000 0
13 0.000000 0.000000 0.000000 0
14 0.000000 0.000000 0.000000 0
15 0.000000 0.000000 0.000000 0
16 0.000000 0.000000 0.000000 0
17 0.000000 0.000000 0.000000 0
18 0.000000 0.000000 0.000000 0
19 0.891614 0.973814 0.930903 16650
20 0.879793 0.491220 0.630441 4157
avg / total 0.889252 0.877397 0.870874 20807
Classification report for turbine 11, turbine category 11
precision recall f1-score support
10 0.000000 0.000000 0.000000 49
11 0.000000 0.000000 0.000000 288
12 0.000000 0.000000 0.000000 288
13 0.000000 0.000000 0.000000 288
14 0.000000 0.000000 0.000000 273
15 0.000000 0.000000 0.000000 252
16 0.000000 0.000000 0.000000 252
17 0.066667 0.011905 0.020202 252
18 0.062500 0.004425 0.008264 226
19 0.789870 0.973767 0.872231 14638
20 0.842271 0.533867 0.653511 4001
avg / total 0.719132 0.787908 0.739625 20807
Classification report for turbine 11, turbine category 12
precision recall f1-score support
19 0.889894 0.980541 0.933021 16650
20 0.868346 0.514073 0.645814 4157
avg / total 0.885589 0.887346 0.875640 20807
Classification report for turbine 11, turbine category 13
precision recall f1-score support
19 0.889894 0.980541 0.933021 16650
20 0.868346 0.514073 0.645814 4157
avg / total 0.885589 0.887346 0.875640 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 0.944635 0.964559 0.954493 18538
20 0.658940 0.610742 0.633926 1955
avg / total 0.903536 0.916759 0.909969 20807
Classification report for turbine 11, turbine category 1
precision recall f1-score support
10 0.000000 0.000000 0.000000 0
11 0.000000 0.000000 0.000000 0
12 0.000000 0.000000 0.000000 0
13 0.000000 0.000000 0.000000 0
14 0.000000 0.000000 0.000000 0
15 0.000000 0.000000 0.000000 0
16 0.000000 0.000000 0.000000 0
17 0.000000 0.000000 0.000000 0
18 0.000000 0.000000 0.000000 0
19 0.958021 0.964394 0.961197 18789
20 0.658894 0.602081 0.629208 2018
avg / total 0.929009 0.929255 0.928998 20807
Classification report for turbine 11, turbine category 2
precision recall f1-score support
19 0.957826 0.967002 0.962392 18789
20 0.662677 0.603568 0.631743 2018
avg / total 0.929200 0.931754 0.930324 20807
Classification report for turbine 11, turbine category 3
precision recall f1-score support
10 0.800000 0.047619 0.089888 252
11 0.000000 0.000000 0.000000 292
12 0.000000 0.000000 0.000000 252
13 0.000000 0.000000 0.000000 236
14 0.000000 0.000000 0.000000 216
15 0.000000 0.000000 0.000000 183
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 0.866346 0.960336 0.910922 17043
20 0.601985 0.609035 0.605489 1793
avg / total 0.771187 0.839669 0.799401 20807
Classification report for turbine 11, turbine category 4
precision recall f1-score support
19 0.957826 0.967002 0.962392 18789
20 0.662677 0.603568 0.631743 2018
avg / total 0.929200 0.931754 0.930324 20807
Classification report for turbine 11, turbine category 5
precision recall f1-score support
19 0.957826 0.967002 0.962392 18789
20 0.662677 0.603568 0.631743 2018
avg / total 0.929200 0.931754 0.930324 20807
Classification report for turbine 11, turbine category 6
precision recall f1-score support
10 0.000000 0.000000 0.000000 0
11 0.000000 0.000000 0.000000 0
12 0.000000 0.000000 0.000000 0
13 0.000000 0.000000 0.000000 0
14 0.000000 0.000000 0.000000 0
15 0.000000 0.000000 0.000000 0
16 0.000000 0.000000 0.000000 0
17 0.000000 0.000000 0.000000 0
18 0.000000 0.000000 0.000000 0
19 0.961757 0.953004 0.957361 18789
20 0.546058 0.326065 0.408315 2018
avg / total 0.921440 0.892200 0.904111 20807
Classification report for turbine 11, turbine category 7
precision recall f1-score support
10 0.000000 0.000000 0.000000 0
11 0.000000 0.000000 0.000000 0
12 0.000000 0.000000 0.000000 0
13 0.000000 0.000000 0.000000 0
14 0.000000 0.000000 0.000000 0
15 0.000000 0.000000 0.000000 0
16 0.000000 0.000000 0.000000 0
17 0.000000 0.000000 0.000000 0
18 0.000000 0.000000 0.000000 0
19 0.957952 0.951834 0.954883 18789
20 0.670166 0.601090 0.633751 2018
avg / total 0.930040 0.917816 0.923737 20807
Classification report for turbine 11, 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 0.945540 0.928062 0.936719 18502
20 0.639125 0.522603 0.575020 2013
avg / total 0.902626 0.875811 0.888581 20807
Classification report for turbine 11, turbine category 9
precision recall f1-score support
10 0.569640 0.200994 0.297143 1811
11 0.011299 0.019417 0.014286 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 0.022727 0.013889 0.017241 72
18 0.000000 0.000000 0.000000 72
19 0.928673 0.955829 0.942055 17817
20 0.262222 0.515734 0.347672 572
avg / total 0.852145 0.850291 0.842231 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 0.000000 0.000000 0.000000 36
18 0.000000 0.000000 0.000000 36
19 0.950502 0.967262 0.958808 18602
20 0.609290 0.583464 0.596097 1911
avg / total 0.905733 0.918345 0.911948 20807
Classification report for turbine 11, turbine category 11
precision recall f1-score support
10 0.047619 0.083333 0.060606 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 0.933341 0.941769 0.937536 18272
20 0.627109 0.591680 0.608879 1947
avg / total 0.878337 0.882443 0.880322 20807
Classification report for turbine 11, turbine category 12
precision recall f1-score support
19 0.957826 0.967002 0.962392 18789
20 0.662677 0.603568 0.631743 2018
avg / total 0.929200 0.931754 0.930324 20807
Classification report for turbine 11, turbine category 13
precision recall f1-score support
19 0.957826 0.967002 0.962392 18789
20 0.662677 0.603568 0.631743 2018
avg / total 0.929200 0.931754 0.930324 20807
------------------------------------------------------------------------
Classification report for turbine 11, turbine category 0
precision recall f1-score support
10 0.000000 0.000000 0.000000 0
11 0.000000 0.000000 0.000000 0
12 0.000000 0.000000 0.000000 0
13 0.000000 0.000000 0.000000 0
15 0.000000 0.000000 0.000000 0
16 0.000000 0.000000 0.000000 0
17 0.000000 0.000000 0.000000 0
18 0.000000 0.000000 0.000000 0
19 0.756947 0.972809 0.851409 13497
20 0.897917 0.418741 0.571135 7310
avg / total 0.806473 0.778152 0.752942 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 0.007246 0.027778 0.011494 36
15 0.000000 0.000000 0.000000 36
16 0.000000 0.000000 0.000000 36
17 0.000000 0.000000 0.000000 36
18 0.000000 0.000000 0.000000 36
19 0.752184 0.973345 0.848592 13356
20 0.878599 0.413466 0.562310 7159
avg / total 0.785136 0.767098 0.738203 20807
Classification report for turbine 11, turbine category 2
precision recall f1-score support
19 0.757300 0.974216 0.852171 13497
20 0.898955 0.423529 0.575786 7310
avg / total 0.807067 0.780747 0.755070 20807
Classification report for turbine 11, turbine category 3
precision recall f1-score support
10 0.007519 0.166667 0.014388 6
11 0.142857 0.027778 0.046512 36
12 0.047619 0.027778 0.035088 36
13 0.000000 0.000000 0.000000 36
14 0.000000 0.000000 0.000000 36
15 0.000000 0.000000 0.000000 36
16 0.000000 0.000000 0.000000 36
17 0.000000 0.000000 0.000000 36
18 0.000000 0.000000 0.000000 36
19 0.740337 0.967000 0.838623 13212
20 0.895998 0.404739 0.557600 7301
avg / total 0.784828 0.756188 0.728310 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 0.746588 0.974003 0.845266 13309
20 0.833333 0.413843 0.553040 6935
avg / total 0.755299 0.760946 0.724995 20807
Classification report for turbine 11, turbine category 5
precision recall f1-score support
19 0.757300 0.974216 0.852171 13497
20 0.898955 0.423529 0.575786 7310
avg / total 0.807067 0.780747 0.755070 20807
Classification report for turbine 11, turbine category 6
precision recall f1-score support
10 0.000000 0.000000 0.000000 0
13 0.000000 0.000000 0.000000 0
15 0.000000 0.000000 0.000000 0
16 0.000000 0.000000 0.000000 0
17 0.000000 0.000000 0.000000 0
18 0.000000 0.000000 0.000000 0
19 0.754834 0.971772 0.849674 13497
20 0.902564 0.361149 0.515877 7310
avg / total 0.806735 0.757245 0.732403 20807
Classification report for turbine 11, turbine category 7
precision recall f1-score support
10 0.000000 0.000000 0.000000 0
11 0.000000 0.000000 0.000000 0
12 0.000000 0.000000 0.000000 0
13 0.000000 0.000000 0.000000 0
14 0.000000 0.000000 0.000000 0
16 0.000000 0.000000 0.000000 0
17 0.000000 0.000000 0.000000 0
19 0.759638 0.970808 0.852339 13497
20 0.896613 0.412859 0.565380 7310
avg / total 0.807761 0.774787 0.751523 20807
Classification report for turbine 11, turbine category 8
precision recall f1-score support
10 0.129288 0.130319 0.129801 376
11 0.000000 0.000000 0.000000 183
12 0.018692 0.012987 0.015326 154
13 0.014706 0.006944 0.009434 144
14 0.000000 0.000000 0.000000 144
15 0.000000 0.000000 0.000000 144
16 0.125000 0.006944 0.013158 144
17 0.000000 0.000000 0.000000 144
18 0.000000 0.000000 0.000000 169
19 0.682886 0.951266 0.795038 12127
20 0.851107 0.352925 0.498951 7078
avg / total 0.690975 0.677032 0.635720 20807
Classification report for turbine 11, turbine category 9
precision recall f1-score support
10 0.003814 0.112500 0.007377 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 0.000000 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 0.717839 0.926307 0.808857 12620
20 0.837857 0.166229 0.277419 7243
avg / total 0.727064 0.620128 0.587192 20807
Classification report for turbine 11, turbine category 10
precision recall f1-score support
10 0.000000 0.000000 0.000000 0
11 0.000000 0.000000 0.000000 0
12 0.000000 0.000000 0.000000 0
13 0.000000 0.000000 0.000000 0
14 0.000000 0.000000 0.000000 0
15 0.000000 0.000000 0.000000 0
16 0.000000 0.000000 0.000000 0
17 0.000000 0.000000 0.000000 0
18 0.000000 0.000000 0.000000 0
19 0.759823 0.967104 0.851024 13497
20 0.897505 0.408482 0.561436 7310
avg / total 0.808194 0.770846 0.749285 20807
Classification report for turbine 11, 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 0.080000 0.027778 0.041237 72
13 0.095238 0.027778 0.043011 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 0.741147 0.951740 0.833345 12930
20 0.894572 0.431943 0.582585 7288
avg / total 0.774513 0.742923 0.722213 20807
Classification report for turbine 11, turbine category 12
precision recall f1-score support
19 0.757300 0.974216 0.852171 13497
20 0.898955 0.423529 0.575786 7310
avg / total 0.807067 0.780747 0.755070 20807
Classification report for turbine 11, turbine category 13
precision recall f1-score support
19 0.757300 0.974216 0.852171 13497
20 0.898955 0.423529 0.575786 7310
avg / total 0.807067 0.780747 0.755070 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 0.942768 0.983326 0.962620 18712
20 0.751223 0.513092 0.609732 1795
avg / total 0.912650 0.928582 0.918297 20807
Classification report for turbine 11, turbine category 1
precision recall f1-score support
10 0.000000 0.000000 0.000000 0
11 0.000000 0.000000 0.000000 0
12 0.000000 0.000000 0.000000 0
13 0.000000 0.000000 0.000000 0
14 0.000000 0.000000 0.000000 0
16 0.000000 0.000000 0.000000 0
17 0.000000 0.000000 0.000000 0
19 0.956183 0.983261 0.969533 18998
20 0.752988 0.522388 0.616841 1809
avg / total 0.938517 0.943192 0.938870 20807
Classification report for turbine 11, turbine category 2
precision recall f1-score support
19 0.955910 0.983735 0.969623 18998
20 0.753981 0.523494 0.617945 1809
avg / total 0.938354 0.943721 0.939047 20807
Classification report for turbine 11, turbine category 3
precision recall f1-score support
10 0.000000 0.000000 0.000000 0
11 0.000000 0.000000 0.000000 0
12 0.000000 0.000000 0.000000 0
13 0.000000 0.000000 0.000000 0
14 0.000000 0.000000 0.000000 0
15 0.000000 0.000000 0.000000 0
16 0.000000 0.000000 0.000000 0
17 0.000000 0.000000 0.000000 0
18 0.000000 0.000000 0.000000 0
19 0.956580 0.976419 0.966397 18998
20 0.747039 0.488115 0.590438 1809
avg / total 0.938362 0.933965 0.933711 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 0.939409 0.984184 0.961276 18652
20 0.716306 0.488372 0.580776 1763
avg / total 0.902807 0.923631 0.910925 20807
Classification report for turbine 11, turbine category 5
precision recall f1-score support
19 0.955910 0.983735 0.969623 18998
20 0.753981 0.523494 0.617945 1809
avg / total 0.938354 0.943721 0.939047 20807
Classification report for turbine 11, turbine category 6
precision recall f1-score support
10 0.038095 0.043956 0.040816 91
11 0.250000 0.004425 0.008696 226
12 0.000000 0.000000 0.000000 216
13 0.000000 0.000000 0.000000 216
14 0.000000 0.000000 0.000000 181
15 0.000000 0.000000 0.000000 147
16 0.000000 0.000000 0.000000 144
17 0.000000 0.000000 0.000000 144
18 0.000000 0.000000 0.000000 144
19 0.886323 0.982517 0.931944 17617
20 0.673989 0.456276 0.544165 1681
avg / total 0.807771 0.868986 0.833300 20807
Classification report for turbine 11, turbine category 7
precision recall f1-score support
10 0.000000 0.000000 0.000000 0
11 0.000000 0.000000 0.000000 0
12 0.000000 0.000000 0.000000 0
13 0.000000 0.000000 0.000000 0
14 0.000000 0.000000 0.000000 0
15 0.000000 0.000000 0.000000 0
16 0.000000 0.000000 0.000000 0
17 0.000000 0.000000 0.000000 0
18 0.000000 0.000000 0.000000 0
19 0.956758 0.981788 0.969111 18998
20 0.761409 0.525705 0.621975 1809
avg / total 0.939774 0.942135 0.938931 20807
Classification report for turbine 11, turbine category 8
precision recall f1-score support
10 0.139456 0.207071 0.166667 198
11 0.000000 0.000000 0.000000 288
12 0.019608 0.003472 0.005900 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 263
19 0.844698 0.967574 0.901971 16746
20 0.665717 0.442551 0.531665 1584
avg / total 0.732113 0.814437 0.768071 20807
Classification report for turbine 11, turbine category 9
precision recall f1-score support
10 0.395143 0.188223 0.254986 951
11 0.000000 0.000000 0.000000 319
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 231
16 0.000000 0.000000 0.000000 216
17 0.038462 0.004630 0.008264 216
18 0.025000 0.004630 0.007812 216
19 0.858362 0.970585 0.911030 16896
20 0.405992 0.437639 0.421222 898
avg / total 0.733260 0.815735 0.769788 20807
Classification report for turbine 11, turbine category 10
precision recall f1-score support
10 0.000000 0.000000 0.000000 0
11 0.000000 0.000000 0.000000 0
12 0.000000 0.000000 0.000000 0
13 0.000000 0.000000 0.000000 0
14 0.000000 0.000000 0.000000 0
15 0.000000 0.000000 0.000000 0
16 0.000000 0.000000 0.000000 0
17 0.000000 0.000000 0.000000 0
18 0.000000 0.000000 0.000000 0
19 0.956964 0.980840 0.968755 18998
20 0.750000 0.504146 0.602975 1809
avg / total 0.938970 0.939395 0.936953 20807
Classification report for turbine 11, turbine category 11
precision recall f1-score support
10 0.266667 0.307692 0.285714 13
11 0.000000 0.000000 0.000000 72
12 0.037037 0.013889 0.020202 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 0.932864 0.972722 0.952376 18513
20 0.719522 0.529619 0.610135 1705
avg / total 0.889269 0.909117 0.897620 20807
Classification report for turbine 11, turbine category 12
precision recall f1-score support
19 0.955910 0.983735 0.969623 18998
20 0.753981 0.523494 0.617945 1809
avg / total 0.938354 0.943721 0.939047 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 0.941077 0.983483 0.961813 18708
20 0.753185 0.527902 0.620735 1792
avg / total 0.911010 0.929735 0.918246 20807
------------------------------------------------------------------------
Classification report for turbine 11, turbine category 0
precision recall f1-score support
10 0.000000 0.000000 0.000000 0
12 0.000000 0.000000 0.000000 0
13 0.000000 0.000000 0.000000 0
14 0.000000 0.000000 0.000000 0
15 0.000000 0.000000 0.000000 0
16 0.000000 0.000000 0.000000 0
17 0.000000 0.000000 0.000000 0
18 0.000000 0.000000 0.000000 0
19 0.962346 0.989962 0.975959 19027
20 0.859532 0.577528 0.690860 1780
avg / total 0.953551 0.954679 0.951569 20807
Classification report for turbine 11, turbine category 1
precision recall f1-score support
11 0.000000 0.000000 0.000000 0
12 0.000000 0.000000 0.000000 0
13 0.000000 0.000000 0.000000 0
14 0.000000 0.000000 0.000000 0
15 0.000000 0.000000 0.000000 0
16 0.000000 0.000000 0.000000 0
17 0.000000 0.000000 0.000000 0
19 0.962161 0.990277 0.976017 19027
20 0.860152 0.573596 0.688237 1780
avg / total 0.953434 0.954631 0.951398 20807
Classification report for turbine 11, turbine category 2
precision recall f1-score support
19 0.962052 0.991328 0.976471 19027
20 0.862614 0.582022 0.695069 1780
avg / total 0.953546 0.956313 0.952397 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 0.952913 0.985048 0.968714 18860
20 0.764961 0.541769 0.634304 1628
avg / total 0.923598 0.935262 0.927697 20807
Classification report for turbine 11, turbine category 4
precision recall f1-score support
10 0.000000 0.000000 0.000000 0
11 0.000000 0.000000 0.000000 0
12 0.000000 0.000000 0.000000 0
13 0.000000 0.000000 0.000000 0
14 0.000000 0.000000 0.000000 0
15 0.000000 0.000000 0.000000 0
16 0.000000 0.000000 0.000000 0
17 0.000000 0.000000 0.000000 0
18 0.000000 0.000000 0.000000 0
19 0.962526 0.989489 0.975821 19027
20 0.855679 0.562921 0.679092 1780
avg / total 0.953385 0.952997 0.950436 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 0.868765 0.992773 0.926638 17157
20 0.384679 0.574627 0.460848 804
avg / total 0.731229 0.840823 0.781893 20807
Classification report for turbine 11, turbine category 6
precision recall f1-score support
10 0.000000 0.000000 0.000000 20
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 1.000000 0.005556 0.011050 180
18 0.000000 0.000000 0.000000 180
19 0.895506 0.989102 0.939980 17710
20 0.795883 0.566891 0.662148 1637
avg / total 0.833483 0.886529 0.852260 20807
Classification report for turbine 11, turbine category 7
precision recall f1-score support
10 0.000000 0.000000 0.000000 0
11 0.000000 0.000000 0.000000 0
12 0.000000 0.000000 0.000000 0
13 0.000000 0.000000 0.000000 0
14 0.000000 0.000000 0.000000 0
15 0.000000 0.000000 0.000000 0
16 0.000000 0.000000 0.000000 0
17 0.000000 0.000000 0.000000 0
18 0.000000 0.000000 0.000000 0
19 0.961994 0.989751 0.975675 19027
20 0.857143 0.566292 0.682003 1780
avg / total 0.953024 0.953525 0.950552 20807
Classification report for turbine 11, turbine category 8
precision recall f1-score support
10 0.176991 0.112045 0.137221 357
11 0.023256 0.005348 0.008696 187
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 167
16 0.000000 0.000000 0.000000 144
17 0.166667 0.020833 0.037037 144
18 0.000000 0.000000 0.000000 144
19 0.893304 0.983839 0.936388 17573
20 0.733333 0.460993 0.566112 1551
avg / total 0.813522 0.867400 0.835735 20807
Classification report for turbine 11, turbine category 9
precision recall f1-score support
10 0.235474 0.500000 0.320166 154
11 0.023256 0.003086 0.005450 324
12 0.000000 0.000000 0.000000 324
13 0.000000 0.000000 0.000000 324
14 0.000000 0.000000 0.000000 324
15 0.000000 0.000000 0.000000 324
16 0.000000 0.000000 0.000000 324
17 0.000000 0.000000 0.000000 324
18 0.000000 0.000000 0.000000 324
19 0.835381 0.977433 0.900841 16484
20 0.801478 0.481294 0.601426 1577
avg / total 0.724667 0.814582 0.761714 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 0.948363 0.990241 0.968849 18751
20 0.852007 0.580627 0.690613 1755
avg / total 0.926516 0.941366 0.931366 20807
Classification report for turbine 11, turbine category 11
precision recall f1-score support
10 0.142857 0.052632 0.076923 19
11 0.041667 0.018519 0.025641 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 0.924192 0.987100 0.954611 18217
20 0.827160 0.588752 0.687885 1707
avg / total 0.877358 0.912674 0.892420 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 0.939712 0.991230 0.964784 18587
20 0.829309 0.577057 0.680560 1726
avg / total 0.908243 0.933340 0.918301 20807
Classification report for turbine 11, turbine category 13
precision recall f1-score support
14 0.000000 0.000000 0.000000 0
15 0.000000 0.000000 0.000000 0
17 0.000000 0.000000 0.000000 0
18 0.000000 0.000000 0.000000 0
19 0.962045 0.991118 0.976365 19027
20 0.862614 0.582022 0.695069 1780
avg / total 0.953539 0.956121 0.952301 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 0.909451 0.969032 0.938296 18729
20 0.605248 0.397652 0.479965 2726
avg / total 0.859108 0.884398 0.868246 21747
Classification report for turbine 12, turbine category 1
precision recall f1-score support
19 0.909451 0.969032 0.938296 18729
20 0.676159 0.401259 0.503639 3018
avg / total 0.877075 0.890238 0.877976 21747
Classification report for turbine 12, turbine category 2
precision recall f1-score support
19 0.909451 0.969032 0.938296 18729
20 0.676159 0.401259 0.503639 3018
avg / total 0.877075 0.890238 0.877976 21747
Classification report for turbine 12, turbine category 3
precision recall f1-score support
19 0.909451 0.969032 0.938296 18729
20 0.676159 0.401259 0.503639 3018
avg / total 0.877075 0.890238 0.877976 21747
Classification report for turbine 12, turbine category 4
precision recall f1-score support
19 0.909451 0.969032 0.938296 18729
20 0.676159 0.401259 0.503639 3018
avg / total 0.877075 0.890238 0.877976 21747
Classification report for turbine 12, turbine category 5
precision recall f1-score support
10 0.000000 0.000000 0.000000 0
12 0.000000 0.000000 0.000000 0
13 0.000000 0.000000 0.000000 0
14 0.000000 0.000000 0.000000 0
19 0.909164 0.968872 0.938069 18729
20 0.671060 0.388005 0.491707 3018
avg / total 0.876120 0.888260 0.876124 21747
Classification report for turbine 12, turbine category 6
precision recall f1-score support
19 0.909451 0.969032 0.938296 18729
20 0.676159 0.401259 0.503639 3018
avg / total 0.877075 0.890238 0.877976 21747
Classification report for turbine 12, turbine category 7
precision recall f1-score support
19 0.909451 0.969032 0.938296 18729
20 0.676159 0.401259 0.503639 3018
avg / total 0.877075 0.890238 0.877976 21747
Classification report for turbine 12, turbine category 8
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 108
15 0.142857 0.009259 0.017391 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 0.872392 0.961833 0.914932 17869
20 0.651560 0.373482 0.474802 2964
avg / total 0.806338 0.841265 0.816578 21747
Classification report for turbine 12, turbine category 9
precision recall f1-score support
10 0.730878 0.202353 0.316953 1275
11 0.000000 0.000000 0.000000 216
12 0.037267 0.027778 0.031830 216
13 0.000000 0.000000 0.000000 216
14 0.000000 0.000000 0.000000 187
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 0.834973 0.930788 0.880281 17237
20 0.559621 0.491667 0.523447 1680
avg / total 0.748264 0.787879 0.757060 21747
Classification report for turbine 12, turbine category 10
precision recall f1-score support
19 0.909451 0.969032 0.938296 18729
20 0.676159 0.401259 0.503639 3018
avg / total 0.877075 0.890238 0.877976 21747
Classification report for turbine 12, turbine category 11
precision recall f1-score support
10 0.333333 0.018182 0.034483 55
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 324
16 0.000000 0.000000 0.000000 324
17 0.000000 0.000000 0.000000 297
18 0.000000 0.000000 0.000000 288
19 0.806597 0.961467 0.877249 16583
20 0.539612 0.377519 0.444242 2580
avg / total 0.679925 0.777992 0.721730 21747
Classification report for turbine 12, turbine category 12
precision recall f1-score support
19 0.909451 0.969032 0.938296 18729
20 0.676159 0.401259 0.503639 3018
avg / total 0.877075 0.890238 0.877976 21747
Classification report for turbine 12, turbine category 13
precision recall f1-score support
19 0.909451 0.969032 0.938296 18729
20 0.676159 0.401259 0.503639 3018
avg / total 0.877075 0.890238 0.877976 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 0.842360 0.890423 0.865725 15861
20 0.636663 0.554006 0.592465 5592
avg / total 0.778079 0.791879 0.783755 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 0.839099 0.888523 0.863104 15806
20 0.646507 0.573884 0.608035 5644
avg / total 0.777656 0.794730 0.785118 21747
Classification report for turbine 12, turbine category 2
precision recall f1-score support
19 0.856247 0.890456 0.873016 16094
20 0.648104 0.574385 0.609022 5653
avg / total 0.802141 0.808295 0.804393 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 0.826432 0.890663 0.857347 15530
20 0.608184 0.570706 0.588849 5339
avg / total 0.739485 0.776153 0.756815 21747
Classification report for turbine 12, turbine category 4
precision recall f1-score support
19 0.856247 0.890456 0.873016 16094
20 0.648104 0.574385 0.609022 5653
avg / total 0.802141 0.808295 0.804393 21747
Classification report for turbine 12, turbine category 5
precision recall f1-score support
10 0.000000 0.000000 0.000000 0
13 0.000000 0.000000 0.000000 0
19 0.856238 0.890394 0.872982 16094
20 0.649390 0.574031 0.609390 5653
avg / total 0.802469 0.808157 0.804463 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 0.815021 0.939463 0.872828 14520
20 0.608383 0.577163 0.592362 5281
avg / total 0.691910 0.767416 0.726617 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 0.855470 0.897230 0.875853 15958
20 0.626347 0.572314 0.598113 5483
avg / total 0.785665 0.802685 0.793503 21747
Classification report for turbine 12, turbine category 8
precision recall f1-score support
10 0.318182 0.005362 0.010546 2611
11 0.012346 0.001422 0.002551 703
12 0.285714 0.004167 0.008214 480
13 0.000000 0.000000 0.000000 426
14 0.000000 0.000000 0.000000 361
15 0.000000 0.000000 0.000000 296
16 0.000000 0.000000 0.000000 249
17 0.028571 0.009259 0.013986 216
18 0.000000 0.000000 0.000000 216
19 0.711941 0.877061 0.785922 13405
20 0.280098 0.491379 0.356808 2784
avg / total 0.519894 0.604405 0.531794 21747
Classification report for turbine 12, turbine category 9
precision recall f1-score support
10 0.222566 0.349352 0.271906 1852
11 0.000000 0.000000 0.000000 374
12 0.000000 0.000000 0.000000 351
13 0.000000 0.000000 0.000000 324
14 0.000000 0.000000 0.000000 324
15 0.000000 0.000000 0.000000 324
16 0.000000 0.000000 0.000000 324
17 0.000000 0.000000 0.000000 303
18 0.000000 0.000000 0.000000 281
19 0.764782 0.865539 0.812047 14361
20 0.483622 0.342779 0.401199 2929
avg / total 0.589127 0.647492 0.613440 21747
Classification report for turbine 12, turbine category 10
precision recall f1-score support
19 0.856247 0.890456 0.873016 16094
20 0.648104 0.574385 0.609022 5653
avg / total 0.802141 0.808295 0.804393 21747
Classification report for turbine 12, turbine category 11
precision recall f1-score support
10 0.044944 0.333333 0.079208 24
11 0.009132 0.013889 0.011019 144
12 0.020548 0.020833 0.020690 144
13 0.041667 0.020833 0.027778 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 0.831978 0.868373 0.849786 15316
20 0.602966 0.549382 0.574928 5255
avg / total 0.732171 0.745068 0.737896 21747
Classification report for turbine 12, turbine category 12
precision recall f1-score support
19 0.856247 0.890456 0.873016 16094
20 0.648104 0.574385 0.609022 5653
avg / total 0.802141 0.808295 0.804393 21747
Classification report for turbine 12, turbine category 13
precision recall f1-score support
19 0.856247 0.890456 0.873016 16094
20 0.648104 0.574385 0.609022 5653
avg / total 0.802141 0.808295 0.804393 21747
------------------------------------------------------------------------
Classification report for turbine 12, turbine category 0
precision recall f1-score support
10 0.000000 0.000000 0.000000 0
11 0.000000 0.000000 0.000000 0
12 0.000000 0.000000 0.000000 0
13 0.000000 0.000000 0.000000 0
14 0.000000 0.000000 0.000000 0
15 0.000000 0.000000 0.000000 0
16 0.000000 0.000000 0.000000 0
18 0.000000 0.000000 0.000000 0
19 0.840431 0.955441 0.894253 16091
20 0.794444 0.480375 0.598722 5656
avg / total 0.828471 0.831885 0.817391 21747
Classification report for turbine 12, turbine category 1
precision recall f1-score support
11 0.000000 0.000000 0.000000 0
12 0.000000 0.000000 0.000000 0
13 0.000000 0.000000 0.000000 0
15 0.000000 0.000000 0.000000 0
16 0.000000 0.000000 0.000000 0
17 0.000000 0.000000 0.000000 0
18 0.000000 0.000000 0.000000 0
19 0.839242 0.954819 0.893308 16091
20 0.794023 0.479137 0.597640 5656
avg / total 0.827481 0.831103 0.816410 21747
Classification report for turbine 12, turbine category 2
precision recall f1-score support
19 0.839350 0.956560 0.894130 16091
20 0.794955 0.479137 0.597904 5656
avg / total 0.827804 0.832391 0.817087 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 0.000000 0.000000 0.000000 36
16 0.000000 0.000000 0.000000 36
17 0.000000 0.000000 0.000000 36
18 0.000000 0.000000 0.000000 36
19 0.824975 0.954313 0.884943 15825
20 0.797097 0.478230 0.597801 5627
avg / total 0.806571 0.818182 0.798641 21747
Classification report for turbine 12, turbine category 4
precision recall f1-score support
19 0.839350 0.956560 0.894130 16091
20 0.794955 0.479137 0.597904 5656
avg / total 0.827804 0.832391 0.817087 21747
Classification report for turbine 12, turbine category 5
precision recall f1-score support
10 0.000000 0.000000 0.000000 0
19 0.839350 0.956560 0.894130 16091
20 0.792481 0.465877 0.586794 5656
avg / total 0.827160 0.828942 0.814198 21747
Classification report for turbine 12, turbine category 6
precision recall f1-score support
10 0.000000 0.000000 0.000000 0
12 0.000000 0.000000 0.000000 0
13 0.000000 0.000000 0.000000 0
14 0.000000 0.000000 0.000000 0
15 0.000000 0.000000 0.000000 0
16 0.000000 0.000000 0.000000 0
17 0.000000 0.000000 0.000000 0
18 0.000000 0.000000 0.000000 0
19 0.839089 0.952769 0.892323 16091
20 0.791952 0.469767 0.589724 5656
avg / total 0.826830 0.827149 0.813622 21747
Classification report for turbine 12, turbine category 7
precision recall f1-score support
12 0.000000 0.000000 0.000000 0
14 0.000000 0.000000 0.000000 0
15 0.000000 0.000000 0.000000 0
19 0.839643 0.953763 0.893072 16091
20 0.787739 0.481612 0.597762 5656
avg / total 0.826144 0.830965 0.816267 21747
Classification report for turbine 12, turbine category 8
precision recall f1-score support
10 0.001116 0.005882 0.001876 170
11 0.000000 0.000000 0.000000 72
12 0.065934 0.083333 0.073620 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 0.844684 0.916561 0.879156 15724
20 0.790090 0.332386 0.467921 5277
avg / total 0.802688 0.743689 0.749468 21747
Classification report for turbine 12, turbine category 9
precision recall f1-score support
10 0.002552 0.051546 0.004864 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 0.055556 0.013889 0.022222 72
19 0.822332 0.939343 0.876952 15398
20 0.724797 0.224153 0.342411 5581
avg / total 0.768456 0.722904 0.708896 21747
Classification report for turbine 12, turbine category 10
precision recall f1-score support
19 0.839350 0.956560 0.894130 16091
20 0.794955 0.479137 0.597904 5656
avg / total 0.827804 0.832391 0.817087 21747
Classification report for turbine 12, turbine category 11
precision recall f1-score support
10 0.004566 0.045455 0.008299 22
11 0.022222 0.027778 0.024691 144
12 0.005076 0.006944 0.005865 144
13 0.000000 0.000000 0.000000 144
14 0.000000 0.000000 0.000000 144
15 0.032258 0.006944 0.011429 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 0.779757 0.920498 0.844302 15031
20 0.762298 0.416637 0.538794 5542
avg / total 0.733612 0.742723 0.721154 21747
Classification report for turbine 12, turbine category 12
precision recall f1-score support
19 0.839350 0.956560 0.894130 16091
20 0.794955 0.479137 0.597904 5656
avg / total 0.827804 0.832391 0.817087 21747
Classification report for turbine 12, turbine category 13
precision recall f1-score support
19 0.839350 0.956560 0.894130 16091
20 0.794955 0.479137 0.597904 5656
avg / total 0.827804 0.832391 0.817087 21747
------------------------------------------------------------------------
Classification report for turbine 12, turbine category 0
precision recall f1-score support
11 0.000000 0.000000 0.000000 0
12 0.000000 0.000000 0.000000 0
15 0.000000 0.000000 0.000000 0
18 0.000000 0.000000 0.000000 0
19 0.956468 0.974910 0.965601 19968
20 0.638625 0.490725 0.554990 1779
avg / total 0.930467 0.935301 0.932011 21747
Classification report for turbine 12, turbine category 1
precision recall f1-score support
10 0.000000 0.000000 0.000000 0
11 0.000000 0.000000 0.000000 0
15 0.000000 0.000000 0.000000 0
16 0.000000 0.000000 0.000000 0
19 0.956789 0.974710 0.965666 19968
20 0.646763 0.505340 0.567371 1779
avg / total 0.931427 0.936313 0.933084 21747
Classification report for turbine 12, turbine category 2
precision recall f1-score support
19 0.956819 0.975411 0.966025 19968
20 0.647017 0.505902 0.567823 1779
avg / total 0.931475 0.937003 0.933451 21747
Classification report for turbine 12, turbine category 3
precision recall f1-score support
10 0.000000 0.000000 0.000000 0
11 0.000000 0.000000 0.000000 0
12 0.000000 0.000000 0.000000 0
13 0.000000 0.000000 0.000000 0
14 0.000000 0.000000 0.000000 0
15 0.000000 0.000000 0.000000 0
16 0.000000 0.000000 0.000000 0
17 0.000000 0.000000 0.000000 0
18 0.000000 0.000000 0.000000 0
19 0.959931 0.971805 0.965831 19968
20 0.633624 0.449129 0.525658 1779
avg / total 0.933237 0.929048 0.929823 21747
Classification report for turbine 12, turbine category 4
precision recall f1-score support
19 0.956819 0.975411 0.966025 19968
20 0.647017 0.505902 0.567823 1779
avg / total 0.931475 0.937003 0.933451 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 0.942673 0.975052 0.958589 19681
20 0.645652 0.502822 0.565355 1772
avg / total 0.905727 0.923392 0.913588 21747
Classification report for turbine 12, turbine category 6
precision recall f1-score support
10 0.055556 0.029851 0.038835 67
11 0.000000 0.000000 0.000000 72
12 0.000000 0.000000 0.000000 72
13 0.000000 0.000000 0.000000 72
14 0.000000 0.000000 0.000000 72
15 0.000000 0.000000 0.000000 72
16 0.000000 0.000000 0.000000 72
17 0.000000 0.000000 0.000000 72
18 0.000000 0.000000 0.000000 72
19 0.934836 0.973294 0.953677 19471
20 0.564636 0.465401 0.510238 1633
avg / total 0.879568 0.906470 0.892301 21747
Classification report for turbine 12, turbine category 7
precision recall f1-score support
10 0.000000 0.000000 0.000000 0
11 0.000000 0.000000 0.000000 0
13 0.000000 0.000000 0.000000 0
14 0.000000 0.000000 0.000000 0
15 0.000000 0.000000 0.000000 0
19 0.956648 0.975811 0.966134 19968
20 0.652269 0.500843 0.566614 1779
avg / total 0.931748 0.936957 0.933452 21747
Classification report for turbine 12, turbine category 8
precision recall f1-score support
10 0.024096 0.033058 0.027875 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 0.000000 0.000000 0.000000 36
16 0.021277 0.027778 0.024096 36
17 0.000000 0.000000 0.000000 36
18 0.000000 0.000000 0.000000 36
19 0.946155 0.962991 0.954499 19725
20 0.528080 0.390577 0.449038 1613
avg / total 0.897520 0.902653 0.899252 21747
Classification report for turbine 12, turbine category 9
precision recall f1-score support
10 0.239203 0.161074 0.192513 447
11 0.000000 0.000000 0.000000 151
12 0.000000 0.000000 0.000000 115
13 0.031250 0.009259 0.014286 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 0.037037 0.009259 0.014815 108
19 0.913608 0.965468 0.938822 19026
20 0.448339 0.357353 0.397709 1360
avg / total 0.832590 0.870419 0.850330 21747
Classification report for turbine 12, turbine category 10
precision recall f1-score support
19 0.956819 0.975411 0.966025 19968
20 0.647017 0.505902 0.567823 1779
avg / total 0.931475 0.937003 0.933451 21747
Classification report for turbine 12, turbine category 11
precision recall f1-score support
10 0.000000 0.000000 0.000000 20
11 0.025000 0.018519 0.021277 108
12 0.000000 0.000000 0.000000 108
13 0.024390 0.009259 0.013423 108
14 0.050000 0.018519 0.027027 108
15 0.000000 0.000000 0.000000 108
16 0.041667 0.009259 0.015152 108
17 0.000000 0.000000 0.000000 108
18 0.000000 0.000000 0.000000 108
19 0.922800 0.961050 0.941537 19204
20 0.617404 0.496082 0.550134 1659
avg / total 0.862692 0.886789 0.873787 21747
Classification report for turbine 12, turbine category 12
precision recall f1-score support
19 0.956819 0.975411 0.966025 19968
20 0.647017 0.505902 0.567823 1779
avg / total 0.931475 0.937003 0.933451 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 0.944439 0.975245 0.959595 19713
20 0.641265 0.515309 0.571429 1731
avg / total 0.907148 0.925047 0.915328 21747
------------------------------------------------------------------------
Classification report for turbine 12, turbine category 0
precision recall f1-score support
10 0.000000 0.000000 0.000000 0
13 0.000000 0.000000 0.000000 0
16 0.000000 0.000000 0.000000 0
17 0.000000 0.000000 0.000000 0
18 0.000000 0.000000 0.000000 0
19 0.968180 0.984248 0.976148 20125
20 0.755261 0.597411 0.667126 1622
avg / total 0.952300 0.955396 0.953100 21747
Classification report for turbine 12, turbine category 1
precision recall f1-score support
14 0.000000 0.000000 0.000000 0
16 0.000000 0.000000 0.000000 0
17 0.000000 0.000000 0.000000 0
19 0.968310 0.983851 0.976019 20125
20 0.752124 0.600493 0.667809 1622
avg / total 0.952186 0.955258 0.953031 21747
Classification report for turbine 12, turbine category 2
precision recall f1-score support
19 0.968231 0.984348 0.976223 20125
20 0.755245 0.599260 0.668271 1622
avg / total 0.952345 0.955626 0.953254 21747
Classification report for turbine 12, turbine category 3
precision recall f1-score support
10 0.000000 0.000000 0.000000 0
11 0.000000 0.000000 0.000000 0
12 0.000000 0.000000 0.000000 0
13 0.000000 0.000000 0.000000 0
14 0.000000 0.000000 0.000000 0
15 0.000000 0.000000 0.000000 0
16 0.000000 0.000000 0.000000 0
19 0.967859 0.983056 0.975398 20125
20 0.736981 0.514797 0.606171 1622
avg / total 0.950639 0.948131 0.947859 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 0.939932 0.985094 0.961983 19522
20 0.570319 0.569876 0.570097 1288
avg / total 0.877542 0.918058 0.897324 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 0.954574 0.984021 0.969074 19839
20 0.745921 0.598131 0.663900 1605
avg / total 0.925875 0.941831 0.933049 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 0.000000 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 0.925221 0.979991 0.951818 19241
20 0.691057 0.555556 0.615942 1530
avg / total 0.867223 0.906148 0.885471 21747
Classification report for turbine 12, turbine category 7
precision recall f1-score support
10 0.000000 0.000000 0.000000 0
11 0.000000 0.000000 0.000000 0
12 0.000000 0.000000 0.000000 0
13 0.000000 0.000000 0.000000 0
14 0.000000 0.000000 0.000000 0
15 0.000000 0.000000 0.000000 0
19 0.968090 0.984398 0.976176 20125
20 0.761600 0.586930 0.662953 1622
avg / total 0.952689 0.954752 0.952814 21747
Classification report for turbine 12, turbine category 8
precision recall f1-score support
10 0.326923 0.209877 0.255639 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 0.038462 0.027778 0.032258 36
15 0.000000 0.000000 0.000000 36
16 0.000000 0.000000 0.000000 36
17 0.000000 0.000000 0.000000 36
18 0.000000 0.000000 0.000000 36
19 0.955124 0.971827 0.963403 19842
20 0.588957 0.489083 0.534394 1374
avg / total 0.912385 0.919989 0.915684 21747
Classification report for turbine 12, turbine category 9
precision recall f1-score support
10 0.194030 0.194030 0.194030 134
11 0.076923 0.019355 0.030928 155
12 0.018519 0.006944 0.010101 144
13 0.000000 0.000000 0.000000 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 0.927293 0.970516 0.948412 19265
20 0.584987 0.504840 0.541966 1343
avg / total 0.859453 0.892307 0.875122 21747
Classification report for turbine 12, turbine category 10
precision recall f1-score support
19 0.968231 0.984348 0.976223 20125
20 0.755245 0.599260 0.668271 1622
avg / total 0.952345 0.955626 0.953254 21747
Classification report for turbine 12, turbine category 11
precision recall f1-score support
10 0.500000 0.040000 0.074074 25
11 0.029412 0.006944 0.011236 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 0.914582 0.975422 0.944023 19001
20 0.742169 0.588910 0.656716 1569
avg / total 0.853413 0.894836 0.872361 21747
Classification report for turbine 12, turbine category 12
precision recall f1-score support
19 0.968231 0.984348 0.976223 20125
20 0.755245 0.599260 0.668271 1622
avg / total 0.952345 0.955626 0.953254 21747
Classification report for turbine 12, turbine category 13
precision recall f1-score support
12 0.000000 0.000000 0.000000 0
16 0.000000 0.000000 0.000000 0
18 0.000000 0.000000 0.000000 0
19 0.968458 0.984050 0.976192 20125
20 0.755229 0.601110 0.669413 1622
avg / total 0.952554 0.955488 0.953311 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 0.939822 0.977597 0.958337 19953
20 0.555230 0.378414 0.450079 1501
avg / total 0.897931 0.920319 0.907632 21812
Classification report for turbine 13, turbine category 1
precision recall f1-score support
10 0.054545 0.375000 0.095238 16
11 0.002331 0.013889 0.003992 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 0.923436 0.918909 0.921167 19583
20 0.583746 0.359805 0.445200 1637
avg / total 0.872927 0.852329 0.860527 21812
Classification report for turbine 13, turbine category 2
precision recall f1-score support
19 0.948391 0.978949 0.963428 20142
20 0.584721 0.357485 0.443701 1670
avg / total 0.920547 0.931368 0.923636 21812
Classification report for turbine 13, turbine category 3
precision recall f1-score support
19 0.948391 0.978949 0.963428 20142
20 0.584721 0.357485 0.443701 1670
avg / total 0.920547 0.931368 0.923636 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 0.942710 0.969782 0.956054 19988
20 0.452941 0.301961 0.362353 1530
avg / total 0.895648 0.909866 0.901523 21812
Classification report for turbine 13, turbine category 5
precision recall f1-score support
19 0.948391 0.978949 0.963428 20142
20 0.584721 0.357485 0.443701 1670
avg / total 0.920547 0.931368 0.923636 21812
Classification report for turbine 13, turbine category 6
precision recall f1-score support
19 0.948391 0.978949 0.963428 20142
20 0.584721 0.357485 0.443701 1670
avg / total 0.920547 0.931368 0.923636 21812
Classification report for turbine 13, turbine category 7
precision recall f1-score support
19 0.948391 0.978949 0.963428 20142
20 0.584721 0.357485 0.443701 1670
avg / total 0.920547 0.931368 0.923636 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 0.000000 0.000000 0.000000 108
17 0.000000 0.000000 0.000000 108
18 0.000000 0.000000 0.000000 108
19 0.906807 0.976330 0.940285 19265
20 0.545098 0.355499 0.430341 1564
avg / total 0.840005 0.887814 0.861345 21812
Classification report for turbine 13, turbine category 9
precision recall f1-score support
10 0.627119 0.567291 0.595707 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 0.000000 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 0.912191 0.961819 0.936348 19355
20 0.219966 0.129741 0.163214 1002
avg / total 0.836420 0.874702 0.854403 21812
Classification report for turbine 13, turbine category 10
precision recall f1-score support
19 0.948391 0.978949 0.963428 20142
20 0.584721 0.357485 0.443701 1670
avg / total 0.920547 0.931368 0.923636 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 0.840556 0.980586 0.905187 17822
20 0.552400 0.386566 0.454839 1459
avg / total 0.723746 0.827068 0.770028 21812
Classification report for turbine 13, turbine category 12
precision recall f1-score support
19 0.948391 0.978949 0.963428 20142
20 0.584721 0.357485 0.443701 1670
avg / total 0.920547 0.931368 0.923636 21812
Classification report for turbine 13, turbine category 13
precision recall f1-score support
19 0.948391 0.978949 0.963428 20142
20 0.584721 0.357485 0.443701 1670
avg / total 0.920547 0.931368 0.923636 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 0.772508 0.964260 0.857799 15305
20 0.780666 0.371688 0.503603 5171
avg / total 0.727126 0.764717 0.721288 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 0.000000 0.000000 0.000000 72
19 0.809336 0.961243 0.878773 15765
20 0.805603 0.343819 0.481949 5436
avg / total 0.785734 0.780442 0.755260 21812
Classification report for turbine 13, turbine category 2
precision recall f1-score support
19 0.824752 0.972489 0.892549 16357
20 0.821782 0.380385 0.520050 5455
avg / total 0.824010 0.824409 0.799390 21812
Classification report for turbine 13, turbine category 3
precision recall f1-score support
19 0.824752 0.972489 0.892549 16357
20 0.821782 0.380385 0.520050 5455
avg / total 0.824010 0.824409 0.799390 21812
Classification report for turbine 13, turbine category 4
precision recall f1-score support
10 0.000000 0.000000 0.000000 2984
11 0.000000 0.000000 0.000000 72
12 0.000000 0.000000 0.000000 72
13 0.000000 0.000000 0.000000 72
14 0.005208 0.013889 0.007576 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 0.788443 0.974692 0.871730 15608
20 0.395308 0.337746 0.364267 2644
avg / total 0.612121 0.738447 0.667964 21812
Classification report for turbine 13, turbine category 5
precision recall f1-score support
19 0.824752 0.972489 0.892549 16357
20 0.821782 0.380385 0.520050 5455
avg / total 0.824010 0.824409 0.799390 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 0.761549 0.971557 0.853829 15118
20 0.792079 0.391313 0.523834 5111
avg / total 0.713434 0.765083 0.714538 21812
Classification report for turbine 13, turbine category 7
precision recall f1-score support
19 0.824752 0.972489 0.892549 16357
20 0.821782 0.380385 0.520050 5455
avg / total 0.824010 0.824409 0.799390 21812
Classification report for turbine 13, turbine category 8
precision recall f1-score support
10 0.002976 0.008403 0.004396 119
11 0.000000 0.000000 0.000000 72
12 0.000000 0.000000 0.000000 72
13 0.000000 0.000000 0.000000 72
14 0.000000 0.000000 0.000000 72
15 0.000000 0.000000 0.000000 72
16 0.000000 0.000000 0.000000 72
17 0.000000 0.000000 0.000000 72
18 0.000000 0.000000 0.000000 72
19 0.809562 0.952117 0.875072 16060
20 0.713161 0.322523 0.444172 5057
avg / total 0.761433 0.775857 0.747311 21812
Classification report for turbine 13, turbine category 9
precision recall f1-score support
10 0.223492 0.247094 0.234701 1979
11 0.000000 0.000000 0.000000 108
12 0.000000 0.000000 0.000000 108
13 0.019608 0.009259 0.012579 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 0.030303 0.009259 0.014184 108
18 0.000000 0.000000 0.000000 108
19 0.802069 0.908824 0.852116 15695
20 0.496779 0.188454 0.273251 3274
avg / total 0.672227 0.704750 0.675589 21812
Classification report for turbine 13, turbine category 10
precision recall f1-score support
19 0.824752 0.972489 0.892549 16357
20 0.821782 0.380385 0.520050 5455
avg / total 0.824010 0.824409 0.799390 21812
Classification report for turbine 13, turbine category 11
precision recall f1-score support
10 0.000000 0.000000 0.000000 12
11 0.036585 0.041667 0.038961 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 0.799147 0.913470 0.852493 15798
20 0.822499 0.389421 0.528580 5426
avg / total 0.783534 0.758619 0.749063 21812
Classification report for turbine 13, turbine category 12
precision recall f1-score support
19 0.824752 0.972489 0.892549 16357
20 0.821782 0.380385 0.520050 5455
avg / total 0.824010 0.824409 0.799390 21812
Classification report for turbine 13, turbine category 13
precision recall f1-score support
19 0.824752 0.972489 0.892549 16357
20 0.821782 0.380385 0.520050 5455
avg / total 0.824010 0.824409 0.799390 21812
------------------------------------------------------------------------
Classification report for turbine 13, turbine category 0
precision recall f1-score support
10 0.147059 0.036765 0.058824 272
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 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 0.746626 0.962468 0.840917 13162
20 0.855816 0.501906 0.632735 7344
avg / total 0.740519 0.750229 0.721207 21812
Classification report for turbine 13, turbine category 1
precision recall f1-score support
10 0.000000 0.000000 0.000000 0
11 0.000000 0.000000 0.000000 0
12 0.000000 0.000000 0.000000 0
13 0.000000 0.000000 0.000000 0
14 0.000000 0.000000 0.000000 0
15 0.000000 0.000000 0.000000 0
16 0.000000 0.000000 0.000000 0
17 0.000000 0.000000 0.000000 0
18 0.000000 0.000000 0.000000 0
19 0.806623 0.952495 0.873511 14167
20 0.900145 0.568345 0.696761 7645
avg / total 0.839402 0.817853 0.811561 21812
Classification report for turbine 13, turbine category 2
precision recall f1-score support
19 0.805554 0.966471 0.878706 14167
20 0.901350 0.567691 0.696629 7645
avg / total 0.839130 0.826701 0.814889 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 0.789375 0.966155 0.868864 13887
20 0.900935 0.568620 0.697203 7629
avg / total 0.817682 0.814001 0.797033 21812
Classification report for turbine 13, turbine category 4
precision recall f1-score support
10 0.000000 0.000000 0.000000 0
11 0.000000 0.000000 0.000000 0
12 0.000000 0.000000 0.000000 0
13 0.000000 0.000000 0.000000 0
14 0.000000 0.000000 0.000000 0
18 0.000000 0.000000 0.000000 0
19 0.828097 0.958213 0.888416 14167
20 0.871628 0.384565 0.533672 7645
avg / total 0.843355 0.757152 0.764080 21812
Classification report for turbine 13, turbine category 5
precision recall f1-score support
19 0.805554 0.966471 0.878706 14167
20 0.901350 0.567691 0.696629 7645
avg / total 0.839130 0.826701 0.814889 21812
Classification report for turbine 13, turbine category 6
precision recall f1-score support
10 0.120755 0.561404 0.198758 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 0.756382 0.964296 0.847778 13304
20 0.893529 0.538685 0.672149 7587
avg / total 0.772464 0.777003 0.751410 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 0.805142 0.966864 0.878623 14154
20 0.863967 0.564757 0.683031 7366
avg / total 0.814229 0.818128 0.800809 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 0.000000 0.000000 0.000000 72
18 0.000000 0.000000 0.000000 72
19 0.773359 0.962489 0.857620 13596
20 0.893943 0.505247 0.645605 7624
avg / total 0.794517 0.776545 0.760237 21812
Classification report for turbine 13, turbine category 9
precision recall f1-score support
10 0.047898 0.213777 0.078261 421
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 0.757963 0.930805 0.835539 13498
20 0.870677 0.316523 0.464268 7317
avg / total 0.762053 0.686319 0.674312 21812
Classification report for turbine 13, turbine category 10
precision recall f1-score support
19 0.805554 0.966471 0.878706 14167
20 0.901350 0.567691 0.696629 7645
avg / total 0.839130 0.826701 0.814889 21812
Classification report for turbine 13, turbine category 11
precision recall f1-score support
10 0.000000 0.000000 0.000000 22
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 0.190476 0.027778 0.048485 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 0.759171 0.951883 0.844675 13197
20 0.868294 0.554630 0.676890 7441
avg / total 0.756793 0.765313 0.742293 21812
Classification report for turbine 13, turbine category 12
precision recall f1-score support
19 0.805554 0.966471 0.878706 14167
20 0.901350 0.567691 0.696629 7645
avg / total 0.839130 0.826701 0.814889 21812
Classification report for turbine 13, turbine category 13
precision recall f1-score support
19 0.805554 0.966471 0.878706 14167
20 0.901350 0.567691 0.696629 7645
avg / total 0.839130 0.826701 0.814889 21812
------------------------------------------------------------------------
Classification report for turbine 13, turbine category 0
precision recall f1-score support
10 0.000000 0.000000 0.000000 0
11 0.000000 0.000000 0.000000 0
12 0.000000 0.000000 0.000000 0
13 0.000000 0.000000 0.000000 0
14 0.000000 0.000000 0.000000 0
15 0.000000 0.000000 0.000000 0
16 0.000000 0.000000 0.000000 0
17 0.000000 0.000000 0.000000 0
18 0.000000 0.000000 0.000000 0
19 0.934703 0.965994 0.950091 18938
20 0.786902 0.526792 0.631096 2874
avg / total 0.915228 0.908124 0.908059 21812
Classification report for turbine 13, turbine category 1
precision recall f1-score support
10 0.000000 0.000000 0.000000 0
11 0.000000 0.000000 0.000000 0
12 0.000000 0.000000 0.000000 0
13 0.000000 0.000000 0.000000 0
14 0.000000 0.000000 0.000000 0
15 0.000000 0.000000 0.000000 0
16 0.000000 0.000000 0.000000 0
17 0.000000 0.000000 0.000000 0
18 0.000000 0.000000 0.000000 0
19 0.936196 0.971592 0.953566 18938
20 0.766566 0.531315 0.627620 2874
avg / total 0.913845 0.913580 0.910618 21812
Classification report for turbine 13, turbine category 2
precision recall f1-score support
19 0.935003 0.976080 0.955100 18938
20 0.778159 0.552888 0.646461 2874
avg / total 0.914336 0.920319 0.914433 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 0.000000 0.000000 0.000000 118
13 0.000000 0.000000 0.000000 108
14 0.000000 0.000000 0.000000 108
15 0.000000 0.000000 0.000000 108
16 0.000000 0.000000 0.000000 108
17 0.000000 0.000000 0.000000 108
18 0.000000 0.000000 0.000000 108
19 0.892821 0.975549 0.932353 18077
20 0.749267 0.557455 0.639283 2750
avg / total 0.834403 0.878782 0.853300 21812
Classification report for turbine 13, turbine category 4
precision recall f1-score support
10 0.341709 0.051908 0.090126 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 0.841210 0.976654 0.903886 17005
20 0.378364 0.422699 0.399305 1630
avg / total 0.704619 0.796121 0.739937 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 0.922559 0.975765 0.948417 18692
20 0.768854 0.555163 0.644764 2828
avg / total 0.890281 0.908170 0.896350 21812
Classification report for turbine 13, turbine category 6
precision recall f1-score support
10 0.012195 0.003546 0.005495 282
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 171
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 0.863569 0.970079 0.913731 17513
20 0.739938 0.527594 0.615979 2718
avg / total 0.785727 0.844673 0.810469 21812
Classification report for turbine 13, turbine category 7
precision recall f1-score support
14 0.000000 0.000000 0.000000 0
15 0.000000 0.000000 0.000000 0
16 0.000000 0.000000 0.000000 0
17 0.000000 0.000000 0.000000 0
19 0.935006 0.976133 0.955127 18938
20 0.777394 0.548017 0.642857 2874
avg / total 0.914239 0.919723 0.913981 21812
Classification report for turbine 13, turbine category 8
precision recall f1-score support
10 0.208333 0.007267 0.014045 688
11 0.000000 0.000000 0.000000 477
12 0.000000 0.000000 0.000000 396
13 0.000000 0.000000 0.000000 396
14 0.000000 0.000000 0.000000 375
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 338
19 0.788886 0.971805 0.870844 15996
20 0.524378 0.489351 0.506259 2066
avg / total 0.634775 0.759261 0.687035 21812
Classification report for turbine 13, turbine category 9
precision recall f1-score support
10 0.058228 0.146965 0.083409 313
11 0.000000 0.000000 0.000000 224
12 0.000000 0.000000 0.000000 222
13 0.000000 0.000000 0.000000 237
14 0.000000 0.000000 0.000000 183
15 0.000000 0.000000 0.000000 180
16 0.000000 0.000000 0.000000 180
17 0.000000 0.000000 0.000000 180
18 0.000000 0.000000 0.000000 180
19 0.859807 0.963925 0.908894 17408
20 0.717236 0.401996 0.515221 2505
avg / total 0.769413 0.817577 0.785749 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 0.922610 0.976393 0.948740 18681
20 0.774241 0.556886 0.647818 2839
avg / total 0.890948 0.908720 0.896872 21812
Classification report for turbine 13, turbine category 11
precision recall f1-score support
10 0.026316 0.052632 0.035088 19
11 0.016667 0.009259 0.011905 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 0.907129 0.961643 0.933591 18354
20 0.681818 0.541748 0.603765 2575
avg / total 0.843912 0.873235 0.856949 21812
Classification report for turbine 13, turbine category 12
precision recall f1-score support
19 0.935003 0.976080 0.955100 18938
20 0.778159 0.552888 0.646461 2874
avg / total 0.914336 0.920319 0.914433 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 0.921750 0.975849 0.948028 18674
20 0.764936 0.550582 0.640295 2837
avg / total 0.888634 0.907070 0.894920 21812
------------------------------------------------------------------------
Classification report for turbine 13, turbine category 0
precision recall f1-score support
10 0.769231 0.571429 0.655738 35
11 0.000000 0.000000 0.000000 73
12 0.000000 0.000000 0.000000 72
13 0.000000 0.000000 0.000000 72
14 0.000000 0.000000 0.000000 72
15 0.000000 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 0.934478 0.979803 0.956604 19112
20 0.802747 0.615900 0.697019 2088
avg / total 0.896882 0.918394 0.905966 21812
Classification report for turbine 13, turbine category 1
precision recall f1-score support
10 0.000000 0.000000 0.000000 0
12 0.000000 0.000000 0.000000 0
13 0.000000 0.000000 0.000000 0
14 0.000000 0.000000 0.000000 0
15 0.000000 0.000000 0.000000 0
16 0.000000 0.000000 0.000000 0
17 0.000000 0.000000 0.000000 0
18 0.000000 0.000000 0.000000 0
19 0.960846 0.986046 0.973283 19636
20 0.845355 0.635570 0.725603 2176
avg / total 0.949324 0.951082 0.948574 21812
Classification report for turbine 13, turbine category 2
precision recall f1-score support
19 0.960795 0.987217 0.973827 19636
20 0.846577 0.636489 0.726653 2176
avg / total 0.949400 0.952228 0.949168 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 0.000000 0.000000 0.000000 72
17 0.000000 0.000000 0.000000 64
18 0.000000 0.000000 0.000000 36
19 0.941223 0.983668 0.961978 19226
20 0.664842 0.596942 0.629065 1831
avg / total 0.885443 0.917156 0.900734 21812
Classification report for turbine 13, turbine category 4
precision recall f1-score support
10 0.010920 0.093333 0.019553 75
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 0.925850 0.977924 0.951175 18935
20 0.608604 0.351515 0.445640 1650
avg / total 0.849807 0.875848 0.859493 21812
Classification report for turbine 13, turbine category 5
precision recall f1-score support
11 0.000000 0.000000 0.000000 0
12 0.000000 0.000000 0.000000 0
13 0.000000 0.000000 0.000000 0
14 0.000000 0.000000 0.000000 0
15 0.000000 0.000000 0.000000 0
16 0.000000 0.000000 0.000000 0
18 0.000000 0.000000 0.000000 0
19 0.960680 0.986708 0.973520 19636
20 0.848280 0.634651 0.726078 2176
avg / total 0.949467 0.951586 0.948835 21812
Classification report for turbine 13, turbine category 6
precision recall f1-score support
10 0.000000 0.000000 0.000000 160
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 0.083333 0.005556 0.010417 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 0.895843 0.983493 0.937624 18295
20 0.768107 0.630673 0.692638 1917
avg / total 0.819590 0.880387 0.847400 21812
Classification report for turbine 13, turbine category 7
precision recall f1-score support
12 0.000000 0.000000 0.000000 0
19 0.960795 0.987217 0.973827 19636
20 0.847613 0.636489 0.727034 2176
avg / total 0.949504 0.952228 0.949207 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 0.033333 0.009259 0.014493 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 0.028571 0.009259 0.013986 108
18 0.100000 0.027778 0.043478 108
19 0.923980 0.974905 0.948760 18888
20 0.753395 0.515656 0.612257 2044
avg / total 0.871519 0.892765 0.879305 21812
Classification report for turbine 13, turbine category 9
precision recall f1-score support
10 0.504167 0.098135 0.164291 1233
11 0.076923 0.002740 0.005291 365
12 0.210843 0.114007 0.147992 307
13 0.000000 0.000000 0.000000 252
14 0.000000 0.000000 0.000000 252
15 0.000000 0.000000 0.000000 252
16 0.000000 0.000000 0.000000 252
17 0.000000 0.000000 0.000000 252
18 0.062500 0.003968 0.007463 252
19 0.874553 0.974324 0.921747 17838
20 0.117898 0.298025 0.168957 557
avg / total 0.751703 0.811663 0.769670 21812
Classification report for turbine 13, turbine category 10
precision recall f1-score support
12 0.000000 0.000000 0.000000 0
15 0.000000 0.000000 0.000000 0
16 0.000000 0.000000 0.000000 0
19 0.960787 0.987014 0.973724 19636
20 0.846577 0.636489 0.726653 2176
avg / total 0.949393 0.952045 0.949076 21812
Classification report for turbine 13, turbine category 11
precision recall f1-score support
10 1.000000 0.058824 0.111111 17
11 0.007576 0.009259 0.008333 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 0.013514 0.009259 0.010989 108
18 0.000000 0.000000 0.000000 108
19 0.924157 0.977848 0.950245 18779
20 0.841173 0.639870 0.726841 2152
avg / total 0.879526 0.905144 0.890005 21812
Classification report for turbine 13, turbine category 12
precision recall f1-score support
19 0.960795 0.987217 0.973827 19636
20 0.846577 0.636489 0.726653 2176
avg / total 0.949400 0.952228 0.949168 21812
Classification report for turbine 13, turbine category 13
precision recall f1-score support
16 0.000000 0.000000 0.000000 0
17 0.000000 0.000000 0.000000 0
19 0.960787 0.987014 0.973724 19636
20 0.846577 0.636489 0.726653 2176
avg / total 0.949393 0.952045 0.949076 21812
------------------------------------------------------------------------
Classification report for turbine 14, turbine category 0
precision recall f1-score support
10 0.000000 0.000000 0.000000 0
11 0.000000 0.000000 0.000000 0
12 0.000000 0.000000 0.000000 0
13 0.000000 0.000000 0.000000 0
14 0.000000 0.000000 0.000000 0
15 0.000000 0.000000 0.000000 0
16 0.000000 0.000000 0.000000 0
17 0.000000 0.000000 0.000000 0
18 0.000000 0.000000 0.000000 0
19 0.973873 0.962213 0.968008 20880
20 0.584718 0.391982 0.469333 898
avg / total 0.957826 0.938700 0.947445 21778
Classification report for turbine 14, turbine category 1
precision recall f1-score support
19 0.974532 0.987787 0.981115 20880
20 0.584691 0.399777 0.474868 898
avg / total 0.958457 0.963541 0.960240 21778
Classification report for turbine 14, turbine category 2
precision recall f1-score support
19 0.974532 0.987787 0.981115 20880
20 0.584691 0.399777 0.474868 898
avg / total 0.958457 0.963541 0.960240 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 0.962457 0.970717 0.966569 20626
20 0.545918 0.377203 0.446143 851
avg / total 0.932878 0.934108 0.932874 21778
Classification report for turbine 14, turbine category 4
precision recall f1-score support
19 0.974532 0.987787 0.981115 20880
20 0.584691 0.399777 0.474868 898
avg / total 0.958457 0.963541 0.960240 21778
Classification report for turbine 14, turbine category 5
precision recall f1-score support
19 0.974532 0.987787 0.981115 20880
20 0.584691 0.399777 0.474868 898
avg / total 0.958457 0.963541 0.960240 21778
Classification report for turbine 14, turbine category 6
precision recall f1-score support
10 0.000000 0.000000 0.000000 0
11 0.000000 0.000000 0.000000 0
12 0.000000 0.000000 0.000000 0
13 0.000000 0.000000 0.000000 0
14 0.000000 0.000000 0.000000 0
15 0.000000 0.000000 0.000000 0
16 0.000000 0.000000 0.000000 0
17 0.000000 0.000000 0.000000 0
18 0.000000 0.000000 0.000000 0
19 0.974747 0.970546 0.972642 20880
20 0.579965 0.367483 0.449898 898
avg / total 0.958469 0.945679 0.951087 21778
Classification report for turbine 14, turbine category 7
precision recall f1-score support
19 0.974532 0.987787 0.981115 20880
20 0.584691 0.399777 0.474868 898
avg / total 0.958457 0.963541 0.960240 21778
Classification report for turbine 14, turbine category 8
precision recall f1-score support
10 0.333333 0.036585 0.065934 164
11 0.000000 0.000000 0.000000 72
12 0.000000 0.000000 0.000000 72
13 0.028571 0.013889 0.018692 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 0.941873 0.973336 0.957346 20177
20 0.569282 0.396051 0.467123 861
avg / total 0.897743 0.917761 0.905994 21778
Classification report for turbine 14, turbine category 9
precision recall f1-score support
10 0.000000 0.000000 0.000000 0
11 0.000000 0.000000 0.000000 0
12 0.000000 0.000000 0.000000 0
13 0.000000 0.000000 0.000000 0
14 0.000000 0.000000 0.000000 0
15 0.000000 0.000000 0.000000 0
16 0.000000 0.000000 0.000000 0
17 0.000000 0.000000 0.000000 0
18 0.000000 0.000000 0.000000 0
19 0.974329 0.981561 0.977932 20880
20 0.582651 0.396437 0.471836 898
avg / total 0.958178 0.957434 0.957063 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 0.962956 0.988265 0.975446 20622
20 0.557003 0.423792 0.481351 807
avg / total 0.932481 0.951511 0.941505 21778
Classification report for turbine 14, 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 324
16 0.000000 0.000000 0.000000 324
17 0.000000 0.000000 0.000000 324
18 0.000000 0.000000 0.000000 324
19 0.857380 0.985352 0.916922 18364
20 0.519608 0.415144 0.461538 766
avg / total 0.741250 0.845486 0.789416 21778
Classification report for turbine 14, turbine category 12
precision recall f1-score support
19 0.974532 0.987787 0.981115 20880
20 0.584691 0.399777 0.474868 898
avg / total 0.958457 0.963541 0.960240 21778
Classification report for turbine 14, turbine category 13
precision recall f1-score support
19 0.974532 0.987787 0.981115 20880
20 0.584691 0.399777 0.474868 898
avg / total 0.958457 0.963541 0.960240 21778
------------------------------------------------------------------------
Classification report for turbine 14, turbine category 0
precision recall f1-score support
10 0.560976 0.244681 0.340741 94
11 0.192771 0.061069 0.092754 262
12 0.020408 0.005025 0.008065 199
13 0.000000 0.000000 0.000000 180
14 0.000000 0.000000 0.000000 146
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 0.921058 0.977648 0.948510 19596
20 0.467497 0.466207 0.466851 725
avg / total 0.849264 0.897052 0.871678 21778
Classification report for turbine 14, turbine category 1
precision recall f1-score support
19 0.981203 0.986744 0.983966 20896
20 0.637435 0.552154 0.591738 882
avg / total 0.967281 0.969143 0.968081 21778
Classification report for turbine 14, turbine category 2
precision recall f1-score support
19 0.981203 0.986744 0.983966 20896
20 0.637435 0.552154 0.591738 882
avg / total 0.967281 0.969143 0.968081 21778
Classification report for turbine 14, turbine category 3
precision recall f1-score support
10 0.000000 0.000000 0.000000 0
11 0.000000 0.000000 0.000000 0
12 0.000000 0.000000 0.000000 0
13 0.000000 0.000000 0.000000 0
14 0.000000 0.000000 0.000000 0
15 0.000000 0.000000 0.000000 0
16 0.000000 0.000000 0.000000 0
17 0.000000 0.000000 0.000000 0
18 0.000000 0.000000 0.000000 0
19 0.981498 0.977412 0.979451 20896
20 0.627645 0.504535 0.559397 882
avg / total 0.967167 0.958261 0.962439 21778
Classification report for turbine 14, turbine category 4
precision recall f1-score support
19 0.981203 0.986744 0.983966 20896
20 0.637435 0.552154 0.591738 882
avg / total 0.967281 0.969143 0.968081 21778
Classification report for turbine 14, turbine category 5
precision recall f1-score support
19 0.981203 0.986744 0.983966 20896
20 0.637435 0.552154 0.591738 882
avg / total 0.967281 0.969143 0.968081 21778
Classification report for turbine 14, turbine category 6
precision recall f1-score support
10 0.000000 0.000000 0.000000 0
11 0.000000 0.000000 0.000000 0
12 0.000000 0.000000 0.000000 0
13 0.000000 0.000000 0.000000 0
14 0.000000 0.000000 0.000000 0
15 0.000000 0.000000 0.000000 0
16 0.000000 0.000000 0.000000 0
17 0.000000 0.000000 0.000000 0
18 0.000000 0.000000 0.000000 0
19 0.981107 0.979135 0.980120 20896
20 0.605337 0.488662 0.540778 882
avg / total 0.965888 0.959271 0.962327 21778
Classification report for turbine 14, turbine category 7
precision recall f1-score support
19 0.981203 0.986744 0.983966 20896
20 0.637435 0.552154 0.591738 882
avg / total 0.967281 0.969143 0.968081 21778
Classification report for turbine 14, turbine category 8
precision recall f1-score support
10 0.000000 0.000000 0.000000 0
11 0.000000 0.000000 0.000000 0
12 0.000000 0.000000 0.000000 0
13 0.000000 0.000000 0.000000 0
14 0.000000 0.000000 0.000000 0
15 0.000000 0.000000 0.000000 0
16 0.000000 0.000000 0.000000 0
17 0.000000 0.000000 0.000000 0
18 0.000000 0.000000 0.000000 0
19 0.981166 0.984782 0.982971 20896
20 0.644562 0.551020 0.594132 882
avg / total 0.967534 0.967215 0.967223 21778
Classification report for turbine 14, turbine category 9
precision recall f1-score support
10 0.000000 0.000000 0.000000 0
11 0.000000 0.000000 0.000000 0
12 0.000000 0.000000 0.000000 0
13 0.000000 0.000000 0.000000 0
14 0.000000 0.000000 0.000000 0
15 0.000000 0.000000 0.000000 0
16 0.000000 0.000000 0.000000 0
17 0.000000 0.000000 0.000000 0
18 0.000000 0.000000 0.000000 0
19 0.981123 0.984973 0.983044 20896
20 0.634817 0.549887 0.589307 882
avg / total 0.967098 0.967352 0.967098 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 0.571429 0.037037 0.069565 108
19 0.935448 0.982535 0.958414 19926
20 0.467448 0.484480 0.475812 741
avg / total 0.874637 0.915649 0.893445 21778
Classification report for turbine 14, turbine category 11
precision recall f1-score support
10 0.117647 0.117647 0.117647 17
11 0.032258 0.018519 0.023529 108
12 0.000000 0.000000 0.000000 108
13 0.061856 0.055556 0.058537 108
14 0.020833 0.009259 0.012821 108
15 0.001475 0.009259 0.002545 108
16 0.037975 0.027778 0.032086 108
17 0.000000 0.000000 0.000000 108
18 0.000000 0.000000 0.000000 108
19 0.941144 0.929452 0.935261 20043
20 0.632353 0.553864 0.590512 854
avg / total 0.891820 0.877812 0.884642 21778
Classification report for turbine 14, turbine category 12
precision recall f1-score support
19 0.981203 0.986744 0.983966 20896
20 0.637435 0.552154 0.591738 882
avg / total 0.967281 0.969143 0.968081 21778
Classification report for turbine 14, turbine category 13
precision recall f1-score support
19 0.981203 0.986744 0.983966 20896
20 0.637435 0.552154 0.591738 882
avg / total 0.967281 0.969143 0.968081 21778
------------------------------------------------------------------------
Classification report for turbine 14, turbine category 0
precision recall f1-score support
10 0.030596 0.542857 0.057927 35
11 0.000000 0.000000 0.000000 36
12 0.000000 0.000000 0.000000 36
13 0.000000 0.000000 0.000000 36
14 0.000000 0.000000 0.000000 36
15 0.000000 0.000000 0.000000 36
16 0.000000 0.000000 0.000000 36
17 0.000000 0.000000 0.000000 36
18 0.000000 0.000000 0.000000 36
19 0.839543 0.976089 0.902681 17314
20 0.736096 0.163004 0.266904 4141
avg / total 0.807470 0.807880 0.768496 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 0.852079 0.981995 0.912436 17551
20 0.686009 0.282228 0.399925 3770
avg / total 0.805450 0.840252 0.804568 21778
Classification report for turbine 14, turbine category 2
precision recall f1-score support
19 0.854650 0.981993 0.913907 17604
20 0.795616 0.295640 0.431092 4174
avg / total 0.843335 0.850445 0.821370 21778
Classification report for turbine 14, turbine category 3
precision recall f1-score support
10 0.045455 0.142857 0.068966 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 0.826130 0.980975 0.896918 17030
20 0.786056 0.276575 0.409180 4158
avg / total 0.796127 0.820002 0.779541 21778
Classification report for turbine 14, turbine category 4
precision recall f1-score support
19 0.854650 0.981993 0.913907 17604
20 0.795616 0.295640 0.431092 4174
avg / total 0.843335 0.850445 0.821370 21778
Classification report for turbine 14, turbine category 5
precision recall f1-score support
19 0.854650 0.981993 0.913907 17604
20 0.795616 0.295640 0.431092 4174
avg / total 0.843335 0.850445 0.821370 21778
Classification report for turbine 14, turbine category 6
precision recall f1-score support
10 0.027149 0.005520 0.009174 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 0.825225 0.979370 0.895714 16869
20 0.736183 0.326898 0.452753 3056
avg / total 0.743870 0.804757 0.757801 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 0.851535 0.981984 0.912119 17540
20 0.685364 0.290279 0.407827 3662
avg / total 0.801071 0.839701 0.803197 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 0.839343 0.980867 0.904603 17300
20 0.784407 0.277525 0.409993 4169
avg / total 0.816917 0.832308 0.797084 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 0.802536 0.980397 0.882595 16528
20 0.788633 0.312658 0.447788 3950
avg / total 0.752108 0.800762 0.751047 21778
Classification report for turbine 14, turbine category 10
precision recall f1-score support
10 0.000000 0.000000 0.000000 90
11 0.000000 0.000000 0.000000 74
12 0.000000 0.000000 0.000000 72
13 0.000000 0.000000 0.000000 72
14 0.000000 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 0.841680 0.979926 0.905557 17236
20 0.661926 0.264326 0.377790 3874
avg / total 0.783888 0.822573 0.783899 21778
Classification report for turbine 14, turbine category 11
precision recall f1-score support
10 0.007692 0.047619 0.013245 21
11 0.027027 0.013889 0.018349 144
12 0.010000 0.006944 0.008197 144
13 0.009346 0.006944 0.007968 144
14 0.000000 0.000000 0.000000 144
15 0.010989 0.006944 0.008511 144
16 0.000000 0.000000 0.000000 144
17 0.034884 0.020833 0.026087 144
18 0.086957 0.013889 0.023952 144
19 0.822719 0.957203 0.884881 16964
20 0.770408 0.290305 0.421704 3641
avg / total 0.770852 0.794655 0.760410 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 0.854650 0.987208 0.916159 17511
20 0.682785 0.267154 0.384044 3964
avg / total 0.811476 0.842410 0.806557 21778
Classification report for turbine 14, turbine category 13
precision recall f1-score support
19 0.854650 0.981993 0.913907 17604
20 0.795616 0.295640 0.431092 4174
avg / total 0.843335 0.850445 0.821370 21778
------------------------------------------------------------------------
Classification report for turbine 14, turbine category 0
precision recall f1-score support
10 0.000000 0.000000 0.000000 0
11 0.000000 0.000000 0.000000 0
12 0.000000 0.000000 0.000000 0
13 0.000000 0.000000 0.000000 0
14 0.000000 0.000000 0.000000 0
15 0.000000 0.000000 0.000000 0
16 0.000000 0.000000 0.000000 0
17 0.000000 0.000000 0.000000 0
19 0.975481 0.980579 0.978023 20854
20 0.558011 0.437229 0.490291 924
avg / total 0.957768 0.957526 0.957330 21778
Classification report for turbine 14, turbine category 1
precision recall f1-score support
11 0.000000 0.000000 0.000000 0
12 0.000000 0.000000 0.000000 0
13 0.000000 0.000000 0.000000 0
14 0.000000 0.000000 0.000000 0
15 0.000000 0.000000 0.000000 0
16 0.000000 0.000000 0.000000 0
19 0.975577 0.984559 0.980048 20854
20 0.557637 0.418831 0.478368 924
avg / total 0.957845 0.960557 0.958762 21778
Classification report for turbine 14, turbine category 2
precision recall f1-score support
19 0.975625 0.984607 0.980095 20854
20 0.561475 0.444805 0.496377 924
avg / total 0.958053 0.961704 0.959572 21778
Classification report for turbine 14, turbine category 3
precision recall f1-score support
10 0.083333 0.005000 0.009434 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 0.934450 0.983368 0.958286 19962
20 0.440725 0.420213 0.430225 752
avg / total 0.872513 0.915924 0.893319 21778
Classification report for turbine 14, turbine category 4
precision recall f1-score support
19 0.975625 0.984607 0.980095 20854
20 0.561475 0.444805 0.496377 924
avg / total 0.958053 0.961704 0.959572 21778
Classification report for turbine 14, turbine category 5
precision recall f1-score support
19 0.975625 0.984607 0.980095 20854
20 0.561475 0.444805 0.496377 924
avg / total 0.958053 0.961704 0.959572 21778
Classification report for turbine 14, turbine category 6
precision recall f1-score support
10 0.008547 0.047619 0.014493 21
11 0.000000 0.000000 0.000000 108
12 0.000000 0.000000 0.000000 108
13 0.000000 0.000000 0.000000 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 0.942395 0.980242 0.960946 20144
20 0.553719 0.370575 0.444003 904
avg / total 0.894680 0.922123 0.907291 21778
Classification report for turbine 14, turbine category 7
precision recall f1-score support
10 0.000000 0.000000 0.000000 0
11 0.000000 0.000000 0.000000 0
12 0.000000 0.000000 0.000000 0
13 0.000000 0.000000 0.000000 0
18 0.000000 0.000000 0.000000 0
19 0.975577 0.984559 0.980048 20854
20 0.560232 0.417749 0.478611 924
avg / total 0.957955 0.960511 0.958773 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 0.000000 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 0.090909 0.013889 0.024096 72
19 0.950808 0.981402 0.965863 20325
20 0.538141 0.446490 0.488050 869
avg / total 0.909145 0.933786 0.920976 21778
Classification report for turbine 14, turbine category 9
precision recall f1-score support
10 0.014925 0.029412 0.019802 34
11 0.000000 0.000000 0.000000 73
12 0.000000 0.000000 0.000000 72
13 0.000000 0.000000 0.000000 72
14 0.000000 0.000000 0.000000 72
15 0.058824 0.013889 0.022472 72
16 0.000000 0.000000 0.000000 72
17 0.083333 0.013889 0.023810 72
18 0.000000 0.000000 0.000000 72
19 0.949952 0.979351 0.964428 20292
20 0.548673 0.425143 0.479073 875
avg / total 0.907671 0.929746 0.918053 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 0.000000 0.000000 0.000000 36
17 0.000000 0.000000 0.000000 36
18 0.000000 0.000000 0.000000 36
19 0.961815 0.982396 0.971996 20563
20 0.557746 0.432314 0.487085 916
avg / total 0.931614 0.945771 0.938256 21778
Classification report for turbine 14, turbine category 11
precision recall f1-score support
10 1.000000 0.076923 0.142857 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 0.032258 0.013889 0.019417 72
17 0.017544 0.013889 0.015504 72
18 0.000000 0.000000 0.000000 72
19 0.949819 0.971550 0.960562 20281
20 0.580029 0.435022 0.497168 908
avg / total 0.909475 0.923042 0.915463 21778
Classification report for turbine 14, turbine category 12
precision recall f1-score support
11 0.000000 0.000000 0.000000 0
12 0.000000 0.000000 0.000000 0
19 0.975583 0.984799 0.980169 20854
20 0.567455 0.441558 0.496652 924
avg / total 0.958267 0.961750 0.959655 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 0.961703 0.984484 0.972960 20559
20 0.560109 0.449069 0.498480 913
avg / total 0.931354 0.948205 0.939397 21778
------------------------------------------------------------------------
Classification report for turbine 14, turbine category 0
precision recall f1-score support
11 0.000000 0.000000 0.000000 0
12 0.000000 0.000000 0.000000 0
13 0.000000 0.000000 0.000000 0
14 0.000000 0.000000 0.000000 0
15 0.000000 0.000000 0.000000 0
16 0.000000 0.000000 0.000000 0
17 0.000000 0.000000 0.000000 0
19 0.978330 0.989877 0.984069 20843
20 0.741085 0.511230 0.605063 935
avg / total 0.968144 0.969327 0.967797 21778
Classification report for turbine 14, turbine category 1
precision recall f1-score support
11 0.000000 0.000000 0.000000 0
12 0.000000 0.000000 0.000000 0
13 0.000000 0.000000 0.000000 0
14 0.000000 0.000000 0.000000 0
19 0.978238 0.992084 0.985112 20843
20 0.727425 0.465241 0.567515 935
avg / total 0.967470 0.969465 0.967183 21778
Classification report for turbine 14, turbine category 2
precision recall f1-score support
19 0.978378 0.992132 0.985207 20843
20 0.744548 0.511230 0.606214 935
avg / total 0.968339 0.971485 0.968936 21778
Classification report for turbine 14, turbine category 3
precision recall f1-score support
10 0.000000 0.000000 0.000000 0
11 0.000000 0.000000 0.000000 0
12 0.000000 0.000000 0.000000 0
13 0.000000 0.000000 0.000000 0
14 0.000000 0.000000 0.000000 0
15 0.000000 0.000000 0.000000 0
16 0.000000 0.000000 0.000000 0
17 0.000000 0.000000 0.000000 0
18 0.000000 0.000000 0.000000 0
19 0.978058 0.990165 0.984074 20843
20 0.728041 0.460963 0.564506 935
avg / total 0.967324 0.967444 0.966061 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 0.971423 0.992076 0.981641 20696
20 0.542056 0.442186 0.487054 787
avg / total 0.942748 0.958766 0.950471 21778
Classification report for turbine 14, turbine category 5
precision recall f1-score support
19 0.978378 0.992132 0.985207 20843
20 0.744548 0.511230 0.606214 935
avg / total 0.968339 0.971485 0.968936 21778
Classification report for turbine 14, turbine category 6
precision recall f1-score support
10 0.000000 0.000000 0.000000 240
11 0.000000 0.000000 0.000000 180
12 0.062500 0.005556 0.010204 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 0.910384 0.989436 0.948265 19405
20 0.696970 0.564214 0.623604 693
avg / total 0.833881 0.899623 0.864867 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 0.964990 0.992120 0.978367 20559
20 0.731164 0.461622 0.565938 925
avg / total 0.942032 0.956194 0.947642 21778
Classification report for turbine 14, turbine category 8
precision recall f1-score support
10 0.000000 0.000000 0.000000 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 0.951519 0.990626 0.970679 20268
20 0.518459 0.417313 0.462419 774
avg / total 0.903971 0.936771 0.919810 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 0.950951 0.989389 0.969789 20262
20 0.472930 0.388743 0.426724 764
avg / total 0.901345 0.934154 0.917251 21778
Classification report for turbine 14, turbine category 10
precision recall f1-score support
10 0.000000 0.000000 0.000000 0
11 0.000000 0.000000 0.000000 0
12 0.000000 0.000000 0.000000 0
13 0.000000 0.000000 0.000000 0
14 0.000000 0.000000 0.000000 0
15 0.000000 0.000000 0.000000 0
16 0.000000 0.000000 0.000000 0
17 0.000000 0.000000 0.000000 0
18 0.000000 0.000000 0.000000 0
19 0.978425 0.989973 0.984165 20843
20 0.745683 0.508021 0.604326 935
avg / total 0.968432 0.969281 0.967857 21778
Classification report for turbine 14, 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 0.950937 0.981249 0.965856 20266
20 0.744337 0.498375 0.597015 923
avg / total 0.916462 0.934246 0.924101 21778
Classification report for turbine 14, turbine category 12
precision recall f1-score support
10 0.000000 0.000000 0.000000 0
19 0.978379 0.992180 0.985231 20843
20 0.744914 0.509091 0.604828 935
avg / total 0.968356 0.971439 0.968899 21778
Classification report for turbine 14, turbine category 13
precision recall f1-score support
12 0.000000 0.000000 0.000000 0
13 0.000000 0.000000 0.000000 0
17 0.000000 0.000000 0.000000 0
18 0.000000 0.000000 0.000000 0
19 0.978365 0.991508 0.984893 20843
20 0.744548 0.511230 0.606214 935
avg / total 0.968326 0.970888 0.968635 21778
------------------------------------------------------------------------
Classification report for turbine 15, turbine category 0
precision recall f1-score support
10 0.000000 0.000000 0.000000 0
11 0.000000 0.000000 0.000000 0
12 0.000000 0.000000 0.000000 0
19 0.875269 0.941101 0.906992 15569
20 0.732063 0.501304 0.595097 4600
avg / total 0.842608 0.840795 0.835857 20169
Classification report for turbine 15, turbine category 1
precision recall f1-score support
10 0.000000 0.000000 0.000000 242
11 0.031250 0.002778 0.005102 360
12 0.076923 0.002778 0.005362 360
13 0.000000 0.000000 0.000000 360
14 0.200000 0.002778 0.005479 360
15 0.045455 0.002778 0.005236 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 0.719856 0.938427 0.814737 12749
20 0.673625 0.533039 0.595142 4298
avg / total 0.604888 0.706976 0.642205 20169
Classification report for turbine 15, turbine category 2
precision recall f1-score support
19 0.875269 0.942000 0.907409 15569
20 0.735423 0.545652 0.626482 4600
avg / total 0.843374 0.851604 0.843337 20169
Classification report for turbine 15, turbine category 3
precision recall f1-score support
19 0.875269 0.942000 0.907409 15569
20 0.735423 0.545652 0.626482 4600
avg / total 0.843374 0.851604 0.843337 20169
Classification report for turbine 15, turbine category 4
precision recall f1-score support
10 0.000000 0.000000 0.000000 0
11 0.000000 0.000000 0.000000 0
12 0.000000 0.000000 0.000000 0
13 0.000000 0.000000 0.000000 0
14 0.000000 0.000000 0.000000 0
15 0.000000 0.000000 0.000000 0
16 0.000000 0.000000 0.000000 0
17 0.000000 0.000000 0.000000 0
18 0.000000 0.000000 0.000000 0
19 0.873784 0.911555 0.892270 15569
20 0.726234 0.470000 0.570674 4600
avg / total 0.840132 0.810848 0.818923 20169
Classification report for turbine 15, turbine category 5
precision recall f1-score support
19 0.875269 0.942000 0.907409 15569
20 0.735423 0.545652 0.626482 4600
avg / total 0.843374 0.851604 0.843337 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 0.817737 0.940103 0.874661 14575
20 0.643655 0.533609 0.583489 4106
avg / total 0.721967 0.787991 0.750855 20169
Classification report for turbine 15, turbine category 7
precision recall f1-score support
19 0.875269 0.942000 0.907409 15569
20 0.735423 0.545652 0.626482 4600
avg / total 0.843374 0.851604 0.843337 20169
Classification report for turbine 15, turbine category 8
precision recall f1-score support
10 0.831384 0.478139 0.607117 1784
11 0.057464 0.057464 0.057464 1514
12 0.113924 0.006993 0.013177 1287
13 0.055556 0.003810 0.007130 1050
14 0.018692 0.002516 0.004435 795
15 0.014706 0.001876 0.003328 533
16 0.022901 0.006036 0.009554 497
17 0.000000 0.000000 0.000000 448
18 0.000000 0.000000 0.000000 401
19 0.539746 0.906175 0.676529 9134
20 0.400803 0.256420 0.312752 2726
avg / total 0.388311 0.492588 0.408378 20169
Classification report for turbine 15, turbine category 9
precision recall f1-score support
10 0.488934 0.109213 0.178545 2225
11 0.000000 0.000000 0.000000 216
12 0.024793 0.016667 0.019934 180
13 0.043478 0.005556 0.009852 180
14 0.017857 0.005556 0.008475 180
15 0.022222 0.006061 0.009524 165
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 0.778421 0.925529 0.845625 14086
20 0.526125 0.522555 0.524334 2505
avg / total 0.663882 0.723635 0.675822 20169
Classification report for turbine 15, turbine category 10
precision recall f1-score support
19 0.875269 0.942000 0.907409 15569
20 0.735423 0.545652 0.626482 4600
avg / total 0.843374 0.851604 0.843337 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 0.000000 0.000000 0.000000 180
17 0.000000 0.000000 0.000000 180
18 0.000000 0.000000 0.000000 180
19 0.807934 0.943491 0.870466 14334
20 0.685058 0.526352 0.595309 4364
avg / total 0.722421 0.784422 0.747444 20169
Classification report for turbine 15, turbine category 12
precision recall f1-score support
19 0.875269 0.942000 0.907409 15569
20 0.735423 0.545652 0.626482 4600
avg / total 0.843374 0.851604 0.843337 20169
Classification report for turbine 15, turbine category 13
precision recall f1-score support
19 0.875269 0.942000 0.907409 15569
20 0.735423 0.545652 0.626482 4600
avg / total 0.843374 0.851604 0.843337 20169
------------------------------------------------------------------------
Classification report for turbine 15, turbine category 0
precision recall f1-score support
10 0.037559 0.166667 0.061303 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 0.877714 0.971042 0.922022 13157
20 0.922671 0.759391 0.833106 6442
avg / total 0.867357 0.876394 0.867711 20169
Classification report for turbine 15, turbine category 1
precision recall f1-score support
10 0.003322 0.015873 0.005495 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 0.015385 0.027778 0.019802 36
15 0.000000 0.000000 0.000000 36
16 0.000000 0.000000 0.000000 36
17 0.000000 0.000000 0.000000 36
18 0.000000 0.000000 0.000000 36
19 0.896365 0.941881 0.918560 13352
20 0.916698 0.762450 0.832489 6466
avg / total 0.887322 0.868065 0.875033 20169
Classification report for turbine 15, turbine category 2
precision recall f1-score support
19 0.911858 0.971171 0.940580 13667
20 0.929806 0.802676 0.861577 6502
avg / total 0.917644 0.916853 0.915111 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 0.850508 0.969612 0.906163 12768
20 0.836629 0.791505 0.813442 5933
avg / total 0.784521 0.846646 0.812933 20169
Classification report for turbine 15, turbine category 4
precision recall f1-score support
10 0.206704 0.071775 0.106551 1031
11 0.000000 0.000000 0.000000 624
12 0.000000 0.000000 0.000000 504
13 0.139535 0.011905 0.021938 504
14 0.000000 0.000000 0.000000 474
15 0.157895 0.008043 0.015306 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 0.742817 0.969302 0.841080 11043
20 0.698818 0.775709 0.735259 4726
avg / total 0.587430 0.716595 0.639075 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 0.889324 0.971409 0.928556 13326
20 0.905933 0.806119 0.853116 6308
avg / total 0.870928 0.893946 0.880331 20169
Classification report for turbine 15, turbine category 6
precision recall f1-score support
10 0.529412 0.004363 0.008654 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 0.000000 0.000000 0.000000 144
16 0.047619 0.006944 0.012121 144
17 0.000000 0.000000 0.000000 144
18 0.000000 0.000000 0.000000 144
19 0.855138 0.958418 0.903837 12842
20 0.519278 0.672431 0.586013 4106
avg / total 0.704689 0.747633 0.695763 20169
Classification report for turbine 15, turbine category 7
precision recall f1-score support
19 0.911858 0.971171 0.940580 13667
20 0.929806 0.802676 0.861577 6502
avg / total 0.917644 0.916853 0.915111 20169
Classification report for turbine 15, turbine category 8
precision recall f1-score support
10 0.119375 0.583955 0.198227 536
11 0.072855 0.095385 0.082612 650
12 0.046512 0.038664 0.042226 569
13 0.033149 0.025210 0.028640 476
14 0.014368 0.010870 0.012376 460
15 0.004149 0.002882 0.003401 347
16 0.004274 0.003086 0.003584 324
17 0.009615 0.006173 0.007519 324
18 0.007519 0.003086 0.004376 324
19 0.706706 0.787731 0.745022 10449
20 0.823279 0.439755 0.573288 5710
avg / total 0.607559 0.553374 0.558664 20169
Classification report for turbine 15, turbine category 9
precision recall f1-score support
10 0.003800 0.285714 0.007500 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 0.008929 0.027778 0.013514 36
18 0.000000 0.000000 0.000000 36
19 0.902171 0.925887 0.913875 13466
20 0.904618 0.560682 0.692285 6394
avg / total 0.889145 0.796272 0.829657 20169
Classification report for turbine 15, turbine category 10
precision recall f1-score support
19 0.911858 0.971171 0.940580 13667
20 0.929806 0.802676 0.861577 6502
avg / total 0.917644 0.916853 0.915111 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 0.023810 0.027778 0.025641 36
14 0.000000 0.000000 0.000000 36
15 0.000000 0.000000 0.000000 36
16 0.000000 0.000000 0.000000 36
17 0.000000 0.000000 0.000000 36
18 0.000000 0.000000 0.000000 36
19 0.898359 0.964256 0.930142 13401
20 0.926367 0.792864 0.854432 6474
avg / total 0.894297 0.895235 0.892327 20169
Classification report for turbine 15, turbine category 12
precision recall f1-score support
19 0.911858 0.971171 0.940580 13667
20 0.929806 0.802676 0.861577 6502
avg / total 0.917644 0.916853 0.915111 20169
Classification report for turbine 15, turbine category 13
precision recall f1-score support
19 0.911858 0.971171 0.940580 13667
20 0.929806 0.802676 0.861577 6502
avg / total 0.917644 0.916853 0.915111 20169
------------------------------------------------------------------------
Classification report for turbine 15, turbine category 0
precision recall f1-score support
10 0.058824 0.008493 0.014842 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 0.000000 0.000000 0.000000 226
15 0.000000 0.000000 0.000000 188
16 0.000000 0.000000 0.000000 173
17 0.000000 0.000000 0.000000 144
18 0.000000 0.000000 0.000000 144
19 0.709266 0.953450 0.813428 11665
20 0.796505 0.545770 0.647719 6347
avg / total 0.662240 0.723387 0.674634 20169
Classification report for turbine 15, turbine category 1
precision recall f1-score support
10 0.000000 0.000000 0.000000 0
11 0.000000 0.000000 0.000000 0
12 0.000000 0.000000 0.000000 0
13 0.000000 0.000000 0.000000 0
14 0.000000 0.000000 0.000000 0
15 0.000000 0.000000 0.000000 0
16 0.000000 0.000000 0.000000 0
17 0.000000 0.000000 0.000000 0
18 0.000000 0.000000 0.000000 0
19 0.805300 0.919068 0.858431 13258
20 0.861232 0.544205 0.666962 6911
avg / total 0.824466 0.790619 0.792823 20169
Classification report for turbine 15, turbine category 2
precision recall f1-score support
19 0.806423 0.956479 0.875065 13258
20 0.870162 0.559543 0.681110 6911
avg / total 0.828263 0.820467 0.808605 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 0.788192 0.943624 0.858933 13002
20 0.869932 0.555814 0.678270 6871
avg / total 0.804471 0.797660 0.784781 20169
Classification report for turbine 15, turbine category 4
precision recall f1-score support
10 0.071012 0.086187 0.077867 847
11 0.004695 0.001642 0.002433 609
12 0.000000 0.000000 0.000000 352
13 0.000000 0.000000 0.000000 252
14 0.000000 0.000000 0.000000 234
15 0.000000 0.000000 0.000000 144
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 0.733848 0.929796 0.820282 11666
20 0.665840 0.412891 0.509709 5849
avg / total 0.620684 0.661213 0.625620 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 0.533333 0.112676 0.186047 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 0.781765 0.957677 0.860826 12830
20 0.838657 0.538070 0.655549 6685
avg / total 0.779027 0.788339 0.766184 20169
Classification report for turbine 15, turbine category 6
precision recall f1-score support
10 0.032668 0.211765 0.056604 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 0.000000 0.000000 0.000000 108
15 0.000000 0.000000 0.000000 108
16 0.033333 0.009259 0.014493 108
17 0.000000 0.000000 0.000000 108
18 0.000000 0.000000 0.000000 108
19 0.757130 0.941980 0.839500 12513
20 0.820630 0.454301 0.584837 6707
avg / total 0.742938 0.736427 0.715630 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 0.793704 0.957059 0.867761 13041
20 0.856211 0.558983 0.676384 6807
avg / total 0.802168 0.807477 0.789361 20169
Classification report for turbine 15, turbine category 8
precision recall f1-score support
10 0.043406 0.426230 0.078788 183
11 0.010067 0.021277 0.013667 282
12 0.015337 0.019841 0.017301 252
13 0.023810 0.015873 0.019048 252
14 0.017467 0.048387 0.025668 248
15 0.013605 0.009259 0.011019 216
16 0.000000 0.000000 0.000000 216
17 0.000000 0.000000 0.000000 216
18 0.013333 0.004630 0.006873 216
19 0.710341 0.824546 0.763195 11513
20 0.779719 0.312243 0.445917 6575
avg / total 0.661193 0.577817 0.582886 20169
Classification report for turbine 15, turbine category 9
precision recall f1-score support
10 0.290850 0.043907 0.076297 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 0.000000 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 0.759556 0.940777 0.840510 12377
20 0.691134 0.609116 0.647538 4761
avg / total 0.658489 0.725519 0.676314 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 0.788998 0.955708 0.864388 12982
20 0.868362 0.560006 0.680900 6891
avg / total 0.804535 0.806485 0.789011 20169
Classification report for turbine 15, turbine category 11
precision recall f1-score support
10 0.250000 0.166667 0.200000 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 0.780383 0.941831 0.853540 12756
20 0.857978 0.559414 0.677251 6825
avg / total 0.784038 0.785066 0.769120 20169
Classification report for turbine 15, turbine category 12
precision recall f1-score support
19 0.806423 0.956479 0.875065 13258
20 0.870162 0.559543 0.681110 6911
avg / total 0.828263 0.820467 0.808605 20169
Classification report for turbine 15, turbine category 13
precision recall f1-score support
19 0.806423 0.956479 0.875065 13258
20 0.870162 0.559543 0.681110 6911
avg / total 0.828263 0.820467 0.808605 20169
------------------------------------------------------------------------
Classification report for turbine 15, turbine category 0
precision recall f1-score support
10 0.000000 0.000000 0.000000 0
11 0.000000 0.000000 0.000000 0
12 0.000000 0.000000 0.000000 0
13 0.000000 0.000000 0.000000 0
14 0.000000 0.000000 0.000000 0
15 0.000000 0.000000 0.000000 0
16 0.000000 0.000000 0.000000 0
17 0.000000 0.000000 0.000000 0
18 0.000000 0.000000 0.000000 0
19 0.903419 0.949132 0.925712 14921
20 0.844696 0.653963 0.737193 5248
avg / total 0.888139 0.872329 0.876659 20169
Classification report for turbine 15, turbine category 1
precision recall f1-score support
10 0.066667 0.011905 0.020202 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 0.028169 0.055556 0.037383 36
15 0.000000 0.000000 0.000000 36
16 0.000000 0.000000 0.000000 36
17 0.000000 0.000000 0.000000 36
18 0.000000 0.000000 0.000000 36
19 0.894568 0.946663 0.919878 14699
20 0.824321 0.708709 0.762156 5098
avg / total 0.860640 0.869205 0.863196 20169
Classification report for turbine 15, turbine category 2
precision recall f1-score support
19 0.901920 0.957107 0.928695 14921
20 0.852364 0.704078 0.771157 5248
avg / total 0.889026 0.891269 0.887703 20169
Classification report for turbine 15, turbine category 3
precision recall f1-score support
10 0.054795 0.266667 0.090909 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 0.885812 0.954555 0.918899 14677
20 0.837154 0.682729 0.752097 5188
avg / total 0.859985 0.870445 0.862211 20169
Classification report for turbine 15, turbine category 4
precision recall f1-score support
10 0.130990 0.109626 0.119360 748
11 0.009009 0.004115 0.005650 243
12 0.000000 0.000000 0.000000 203
13 0.000000 0.000000 0.000000 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 0.000000 0.000000 0.000000 144
18 0.000000 0.000000 0.000000 144
19 0.836801 0.934233 0.882837 13776
20 0.683077 0.564624 0.618228 4325
avg / total 0.723003 0.763300 0.740069 20169
Classification report for turbine 15, turbine category 5
precision recall f1-score support
10 0.090909 0.000957 0.001894 1045
11 0.000000 0.000000 0.000000 411
12 0.000000 0.000000 0.000000 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 0.818532 0.955085 0.881552 13559
20 0.619304 0.656428 0.637326 4037
avg / total 0.678943 0.773514 0.720305 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 0.000000 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 213
18 0.000000 0.000000 0.000000 180
19 0.817743 0.951385 0.879516 13535
20 0.769153 0.634248 0.695216 4812
avg / total 0.732278 0.789776 0.756093 20169
Classification report for turbine 15, turbine category 7
precision recall f1-score support
11 0.000000 0.000000 0.000000 0
12 0.000000 0.000000 0.000000 0
13 0.000000 0.000000 0.000000 0
14 0.000000 0.000000 0.000000 0
18 0.000000 0.000000 0.000000 0
19 0.901967 0.955767 0.928088 14921
20 0.852228 0.703316 0.770644 5248
avg / total 0.889025 0.890079 0.887121 20169
Classification report for turbine 15, turbine category 8
precision recall f1-score support
10 0.397094 0.298997 0.341134 1097
11 0.081081 0.019196 0.031042 1094
12 0.037383 0.008879 0.014350 901
13 0.055814 0.017366 0.026490 691
14 0.013825 0.005093 0.007444 589
15 0.012346 0.001972 0.003401 507
16 0.006803 0.002137 0.003252 468
17 0.018692 0.004556 0.007326 439
18 0.021053 0.004630 0.007590 432
19 0.647896 0.890419 0.750040 10531
20 0.559547 0.578363 0.568799 3420
avg / total 0.464480 0.581734 0.510561 20169
Classification report for turbine 15, turbine category 9
precision recall f1-score support
10 0.004535 0.105263 0.008696 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 0.901140 0.942984 0.921587 14838
20 0.810362 0.641322 0.716000 5024
avg / total 0.864815 0.853587 0.856357 20169
Classification report for turbine 15, turbine category 10
precision recall f1-score support
10 0.000000 0.000000 0.000000 0
11 0.000000 0.000000 0.000000 0
12 0.000000 0.000000 0.000000 0
15 0.000000 0.000000 0.000000 0
16 0.000000 0.000000 0.000000 0
17 0.000000 0.000000 0.000000 0
19 0.902200 0.956437 0.928527 14921
20 0.852254 0.702363 0.770083 5248
avg / total 0.889204 0.890327 0.887300 20169
Classification report for turbine 15, turbine category 11
precision recall f1-score support
10 0.000000 0.000000 0.000000 0
11 0.000000 0.000000 0.000000 0
12 0.000000 0.000000 0.000000 0
13 0.000000 0.000000 0.000000 0
14 0.000000 0.000000 0.000000 0
15 0.000000 0.000000 0.000000 0
16 0.000000 0.000000 0.000000 0
17 0.000000 0.000000 0.000000 0
18 0.000000 0.000000 0.000000 0
19 0.909633 0.951210 0.929957 14921
20 0.852364 0.704078 0.771157 5248
avg / total 0.894731 0.886906 0.888637 20169
Classification report for turbine 15, turbine category 12
precision recall f1-score support
19 0.901920 0.957107 0.928695 14921
20 0.852364 0.704078 0.771157 5248
avg / total 0.889026 0.891269 0.887703 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 0.884236 0.956418 0.918912 14639
20 0.849827 0.705342 0.770873 5223
avg / total 0.861866 0.876841 0.866588 20169
------------------------------------------------------------------------
Classification report for turbine 15, turbine category 0
precision recall f1-score support
10 0.222222 0.160804 0.186589 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 0.000000 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 0.918094 0.953481 0.935453 15800
20 0.736279 0.793930 0.764019 3295
avg / total 0.841695 0.878229 0.859474 20169
Classification report for turbine 15, turbine category 1
precision recall f1-score support
10 0.120000 0.082192 0.097561 146
11 0.000000 0.000000 0.000000 118
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 0.913057 0.950443 0.931375 15679
20 0.770293 0.804035 0.786802 3470
avg / total 0.843188 0.877783 0.860106 20169
Classification report for turbine 15, turbine category 2
precision recall f1-score support
19 0.961059 0.956296 0.958672 16543
20 0.805016 0.823221 0.814017 3626
avg / total 0.933006 0.932371 0.932666 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 0.944438 0.953666 0.949029 16273
20 0.796190 0.813682 0.804841 3596
avg / total 0.903958 0.914522 0.909205 20169
Classification report for turbine 15, turbine category 4
precision recall f1-score support
10 0.140870 0.110959 0.124138 730
11 0.014599 0.004630 0.007030 432
12 0.025000 0.004630 0.007812 432
13 0.000000 0.000000 0.000000 432
14 0.046729 0.012019 0.019120 416
15 0.006536 0.002558 0.003676 391
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 0.805105 0.935551 0.865440 13856
20 0.512874 0.614167 0.558969 2400
avg / total 0.621170 0.720313 0.666344 20169
Classification report for turbine 15, turbine category 5
precision recall f1-score support
10 0.000000 0.000000 0.000000 396
11 0.000000 0.000000 0.000000 165
12 0.000000 0.000000 0.000000 108
13 0.000000 0.000000 0.000000 108
14 0.000000 0.000000 0.000000 95
15 0.000000 0.000000 0.000000 72
16 0.000000 0.000000 0.000000 72
17 0.000000 0.000000 0.000000 72
18 0.000000 0.000000 0.000000 72
19 0.914523 0.949746 0.931802 15760
20 0.712172 0.785165 0.746889 3249
avg / total 0.829329 0.868610 0.848423 20169
Classification report for turbine 15, turbine category 6
precision recall f1-score support
10 0.057034 0.054945 0.055970 273
11 0.317073 0.030093 0.054968 432
12 0.000000 0.000000 0.000000 432
13 0.000000 0.000000 0.000000 432
14 0.046512 0.004808 0.008715 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 0.000000 0.000000 0.000000 394
19 0.807942 0.950547 0.873462 13892
20 0.575576 0.709594 0.635597 2710
avg / total 0.642354 0.751549 0.689140 20169
Classification report for turbine 15, turbine category 7
precision recall f1-score support
11 0.000000 0.000000 0.000000 0
12 0.000000 0.000000 0.000000 0
13 0.000000 0.000000 0.000000 0
18 0.000000 0.000000 0.000000 0
19 0.961683 0.955812 0.958739 16543
20 0.805062 0.824600 0.814714 3626
avg / total 0.933526 0.932223 0.932846 20169
Classification report for turbine 15, turbine category 8
precision recall f1-score support
10 0.640990 0.380719 0.477704 1224
11 0.138947 0.060274 0.084076 1095
12 0.077419 0.028537 0.041703 841
13 0.095694 0.028209 0.043573 709
14 0.017751 0.004573 0.007273 656
15 0.047393 0.016340 0.024301 612
16 0.041176 0.012681 0.019391 552
17 0.013333 0.003839 0.005961 521
18 0.013889 0.004032 0.006250 496
19 0.650556 0.854572 0.738737 11167
20 0.536968 0.686411 0.602562 2296
avg / total 0.478185 0.581040 0.516250 20169
Classification report for turbine 15, turbine category 9
precision recall f1-score support
10 0.265766 0.590000 0.366460 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 0.000000 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 0.926488 0.947464 0.936858 15989
20 0.781708 0.775685 0.778685 3504
avg / total 0.871600 0.888790 0.879795 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 0.942824 0.955539 0.949139 16239
20 0.739072 0.820060 0.777462 3340
avg / total 0.881502 0.905151 0.892944 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 0.945108 0.953531 0.949301 16269
20 0.798585 0.813644 0.806044 3606
avg / total 0.905134 0.914621 0.909850 20169
Classification report for turbine 15, turbine category 12
precision recall f1-score support
19 0.961059 0.956296 0.958672 16543
20 0.805016 0.823221 0.814017 3626
avg / total 0.933006 0.932371 0.932666 20169
Classification report for turbine 15, turbine category 13
precision recall f1-score support
10 0.000000 0.000000 0.000000 0
19 0.961062 0.956356 0.958703 16543
20 0.805076 0.822394 0.813643 3626
avg / total 0.933018 0.932272 0.932624 20169
------------------------------------------------------------------------
Classification report for turbine 16, turbine category 0
precision recall f1-score support
19 0.886257 0.984130 0.932633 18210
20 0.812945 0.353206 0.492452 3556
avg / total 0.874280 0.881053 0.860719 21766
Classification report for turbine 16, turbine category 1
precision recall f1-score support
19 0.886257 0.984130 0.932633 18210
20 0.812945 0.353206 0.492452 3556
avg / total 0.874280 0.881053 0.860719 21766
Classification report for turbine 16, turbine category 2
precision recall f1-score support
19 0.886257 0.984130 0.932633 18210
20 0.812945 0.353206 0.492452 3556
avg / total 0.874280 0.881053 0.860719 21766
Classification report for turbine 16, turbine category 3
precision recall f1-score support
19 0.886257 0.984130 0.932633 18210
20 0.812945 0.353206 0.492452 3556
avg / total 0.874280 0.881053 0.860719 21766
Classification report for turbine 16, turbine category 4
precision recall f1-score support
10 0.000000 0.000000 0.000000 0
11 0.000000 0.000000 0.000000 0
12 0.000000 0.000000 0.000000 0
13 0.000000 0.000000 0.000000 0
14 0.000000 0.000000 0.000000 0
15 0.000000 0.000000 0.000000 0
17 0.000000 0.000000 0.000000 0
18 0.000000 0.000000 0.000000 0
19 0.886022 0.984404 0.932626 18210
20 0.817643 0.349269 0.489458 3556
avg / total 0.874851 0.880640 0.860224 21766
Classification report for turbine 16, turbine category 5
precision recall f1-score support
19 0.886257 0.984130 0.932633 18210
20 0.812945 0.353206 0.492452 3556
avg / total 0.874280 0.881053 0.860719 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 0.000000 0.000000 0.000000 36
18 0.000000 0.000000 0.000000 36
19 0.871232 0.985160 0.924700 17925
20 0.859339 0.315018 0.461031 3549
avg / total 0.857605 0.862676 0.836693 21766
Classification report for turbine 16, turbine category 7
precision recall f1-score support
19 0.886257 0.984130 0.932633 18210
20 0.812945 0.353206 0.492452 3556
avg / total 0.874280 0.881053 0.860719 21766
Classification report for turbine 16, turbine category 8
precision recall f1-score support
10 0.100000 0.001776 0.003490 563
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 0.819633 0.969933 0.888472 16829
20 0.698331 0.337678 0.455230 3222
avg / total 0.739683 0.799963 0.754425 21766
Classification report for turbine 16, turbine category 9
precision recall f1-score support
10 0.772532 0.448505 0.567525 2408
11 0.095238 0.003091 0.005988 647
12 0.057143 0.003306 0.006250 605
13 0.000000 0.000000 0.000000 576
14 0.000000 0.000000 0.000000 546
15 0.000000 0.000000 0.000000 511
16 0.000000 0.000000 0.000000 504
17 0.000000 0.000000 0.000000 504
18 0.000000 0.000000 0.000000 422
19 0.683010 0.980285 0.805082 13898
20 0.111111 0.014847 0.026194 1145
avg / total 0.531845 0.676514 0.578576 21766
Classification report for turbine 16, turbine category 10
precision recall f1-score support
19 0.886257 0.984130 0.932633 18210
20 0.812945 0.353206 0.492452 3556
avg / total 0.874280 0.881053 0.860719 21766
Classification report for turbine 16, turbine category 11
precision recall f1-score support
10 0.000000 0.000000 0.000000 45
11 0.000000 0.000000 0.000000 252
12 0.333333 0.003968 0.007843 252
13 0.014184 0.007937 0.010178 252
14 0.000000 0.000000 0.000000 252
15 0.000000 0.000000 0.000000 252
16 0.000000 0.000000 0.000000 252
17 0.000000 0.000000 0.000000 252
18 0.000000 0.000000 0.000000 236
19 0.799710 0.977510 0.879716 16363
20 0.812657 0.386242 0.523617 3358
avg / total 0.730595 0.794588 0.742334 21766
Classification report for turbine 16, turbine category 12
precision recall f1-score support
19 0.886257 0.984130 0.932633 18210
20 0.812945 0.353206 0.492452 3556
avg / total 0.874280 0.881053 0.860719 21766
Classification report for turbine 16, turbine category 13
precision recall f1-score support
19 0.886257 0.984130 0.932633 18210
20 0.812945 0.353206 0.492452 3556
avg / total 0.874280 0.881053 0.860719 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 0.839247 0.975093 0.902084 17465
20 0.573270 0.364224 0.445440 2320
avg / total 0.734514 0.821235 0.771310 21766
Classification report for turbine 16, turbine category 1
precision recall f1-score support
19 0.910901 0.972075 0.940494 19015
20 0.639756 0.342784 0.446391 2751
avg / total 0.876631 0.892539 0.878044 21766
Classification report for turbine 16, turbine category 2
precision recall f1-score support
19 0.910901 0.972075 0.940494 19015
20 0.639756 0.342784 0.446391 2751
avg / total 0.876631 0.892539 0.878044 21766
Classification report for turbine 16, turbine category 3
precision recall f1-score support
19 0.910901 0.972075 0.940494 19015
20 0.639756 0.342784 0.446391 2751
avg / total 0.876631 0.892539 0.878044 21766
Classification report for turbine 16, turbine category 4
precision recall f1-score support
14 0.000000 0.000000 0.000000 0
15 0.000000 0.000000 0.000000 0
19 0.910757 0.971969 0.940368 19015
20 0.638530 0.340967 0.444550 2751
avg / total 0.876351 0.892217 0.877702 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 0.899566 0.973131 0.934904 18758
20 0.597015 0.334220 0.428537 2633
avg / total 0.847469 0.879077 0.857542 21766
Classification report for turbine 16, turbine category 6
precision recall f1-score support
10 0.000000 0.000000 0.000000 0
11 0.000000 0.000000 0.000000 0
12 0.000000 0.000000 0.000000 0
13 0.000000 0.000000 0.000000 0
14 0.000000 0.000000 0.000000 0
15 0.000000 0.000000 0.000000 0
16 0.000000 0.000000 0.000000 0
17 0.000000 0.000000 0.000000 0
18 0.000000 0.000000 0.000000 0
19 0.909804 0.969708 0.938801 19015
20 0.620253 0.284987 0.390535 2751
avg / total 0.873208 0.883166 0.869506 21766
Classification report for turbine 16, turbine category 7
precision recall f1-score support
19 0.910901 0.972075 0.940494 19015
20 0.639756 0.342784 0.446391 2751
avg / total 0.876631 0.892539 0.878044 21766
Classification report for turbine 16, turbine category 8
precision recall f1-score support
10 0.048276 0.015556 0.023529 450
11 0.000000 0.000000 0.000000 223
12 0.034483 0.004630 0.008163 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 0.058824 0.009259 0.016000 216
17 0.000000 0.000000 0.000000 216
18 0.000000 0.000000 0.000000 216
19 0.827728 0.957833 0.888040 17241
20 0.563650 0.327350 0.414166 2340
avg / total 0.718169 0.794358 0.748675 21766
Classification report for turbine 16, turbine category 9
precision recall f1-score support
10 0.507958 0.534916 0.521088 1432
11 0.027915 0.026034 0.026941 653
12 0.017857 0.004902 0.007692 612
13 0.010695 0.003268 0.005006 612
14 0.004630 0.001634 0.002415 612
15 0.019391 0.012111 0.014909 578
16 0.025000 0.012153 0.016355 576
17 0.024691 0.007421 0.011412 539
18 0.021053 0.004274 0.007105 468
19 0.717440 0.887661 0.793525 14385
20 0.424084 0.124711 0.192742 1299
avg / total 0.536891 0.631260 0.572718 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 0.899418 0.971728 0.934176 18782
20 0.637720 0.349183 0.451272 2692
avg / total 0.854986 0.881696 0.861919 21766
Classification report for turbine 16, 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 0.000000 0.000000 0.000000 108
19 0.875107 0.953103 0.912441 18210
20 0.621871 0.353293 0.450597 2672
avg / total 0.808478 0.840761 0.818687 21766
Classification report for turbine 16, turbine category 12
precision recall f1-score support
19 0.910901 0.972075 0.940494 19015
20 0.639756 0.342784 0.446391 2751
avg / total 0.876631 0.892539 0.878044 21766
Classification report for turbine 16, turbine category 13
precision recall f1-score support
19 0.910901 0.972075 0.940494 19015
20 0.639756 0.342784 0.446391 2751
avg / total 0.876631 0.892539 0.878044 21766
------------------------------------------------------------------------
Classification report for turbine 16, turbine category 0
precision recall f1-score support
10 0.000000 0.000000 0.000000 0
11 0.000000 0.000000 0.000000 0
12 0.000000 0.000000 0.000000 0
13 0.000000 0.000000 0.000000 0
14 0.000000 0.000000 0.000000 0
15 0.000000 0.000000 0.000000 0
16 0.000000 0.000000 0.000000 0
17 0.000000 0.000000 0.000000 0
19 0.564786 0.845346 0.677156 8477
20 0.882540 0.520731 0.654993 13289
avg / total 0.758787 0.647156 0.663624 21766
Classification report for turbine 16, turbine category 1
precision recall f1-score support
19 0.556493 0.886634 0.683801 8477
20 0.883656 0.549251 0.677433 13289
avg / total 0.756239 0.680649 0.679913 21766
Classification report for turbine 16, turbine category 2
precision recall f1-score support
19 0.556493 0.886634 0.683801 8477
20 0.883656 0.549251 0.677433 13289
avg / total 0.756239 0.680649 0.679913 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 0.556419 0.886621 0.683741 8476
20 0.879661 0.559784 0.684181 12980
avg / total 0.741257 0.679087 0.674265 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 0.496705 0.875849 0.633911 7660
20 0.873783 0.531395 0.660875 13171
avg / total 0.703545 0.629790 0.622997 21766
Classification report for turbine 16, turbine category 5
precision recall f1-score support
10 0.000000 0.000000 0.000000 0
11 0.000000 0.000000 0.000000 0
13 0.000000 0.000000 0.000000 0
14 0.000000 0.000000 0.000000 0
15 0.000000 0.000000 0.000000 0
16 0.000000 0.000000 0.000000 0
19 0.562321 0.881326 0.686578 8477
20 0.883577 0.549402 0.677524 13289
avg / total 0.758461 0.678673 0.681050 21766
Classification report for turbine 16, turbine category 6
precision recall f1-score support
10 0.157895 0.042806 0.067353 841
11 0.000000 0.000000 0.000000 131
12 0.067568 0.046296 0.054945 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 0.484322 0.870370 0.622340 7560
20 0.825428 0.497916 0.621145 12478
avg / total 0.647857 0.589635 0.575122 21766
Classification report for turbine 16, turbine category 7
precision recall f1-score support
19 0.556493 0.886634 0.683801 8477
20 0.883656 0.549251 0.677433 13289
avg / total 0.756239 0.680649 0.679913 21766
Classification report for turbine 16, turbine category 8
precision recall f1-score support
10 0.024331 0.191083 0.043165 157
11 0.000000 0.000000 0.000000 72
12 0.031250 0.027778 0.029412 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 0.543558 0.837019 0.659099 8185
20 0.852926 0.503736 0.633392 12848
avg / total 0.708145 0.613572 0.622137 21766
Classification report for turbine 16, turbine category 9
precision recall f1-score support
10 0.002412 0.054839 0.004620 310
11 0.000000 0.000000 0.000000 72
12 0.004717 0.013889 0.007042 72
13 0.000000 0.000000 0.000000 72
14 0.000000 0.000000 0.000000 72
15 0.000000 0.000000 0.000000 75
16 0.000000 0.000000 0.000000 108
17 0.002217 0.009259 0.003578 108
18 0.006601 0.018519 0.009732 108
19 0.602347 0.707878 0.650863 8048
20 0.932172 0.159893 0.272965 12721
avg / total 0.767614 0.356152 0.400345 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 0.532879 0.882512 0.664512 8154
20 0.864390 0.550976 0.672983 12957
avg / total 0.714187 0.658596 0.649557 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 0.000000 0.000000 0.000000 36
14 0.000000 0.000000 0.000000 36
15 0.000000 0.000000 0.000000 36
16 0.000000 0.000000 0.000000 36
17 0.000000 0.000000 0.000000 36
18 0.000000 0.000000 0.000000 36
19 0.560271 0.833513 0.670109 8331
20 0.876735 0.528763 0.659673 13142
avg / total 0.743805 0.638289 0.654787 21766
Classification report for turbine 16, turbine category 12
precision recall f1-score support
19 0.556493 0.886634 0.683801 8477
20 0.883656 0.549251 0.677433 13289
avg / total 0.756239 0.680649 0.679913 21766
Classification report for turbine 16, turbine category 13
precision recall f1-score support
19 0.556493 0.886634 0.683801 8477
20 0.883656 0.549251 0.677433 13289
avg / total 0.756239 0.680649 0.679913 21766
------------------------------------------------------------------------
Classification report for turbine 16, turbine category 0
precision recall f1-score support
10 0.000000 0.000000 0.000000 0
11 0.000000 0.000000 0.000000 0
12 0.000000 0.000000 0.000000 0
13 0.000000 0.000000 0.000000 0
14 0.000000 0.000000 0.000000 0
15 0.000000 0.000000 0.000000 0
16 0.000000 0.000000 0.000000 0
17 0.000000 0.000000 0.000000 0
18 0.000000 0.000000 0.000000 0
19 0.952250 0.971562 0.961809 18145
20 0.895606 0.748688 0.815584 3621
avg / total 0.942827 0.934485 0.937483 21766
Classification report for turbine 16, turbine category 1
precision recall f1-score support
19 0.952093 0.981372 0.966511 18145
20 0.889651 0.752555 0.815380 3621
avg / total 0.941705 0.943306 0.941369 21766
Classification report for turbine 16, turbine category 2
precision recall f1-score support
19 0.952093 0.981372 0.966511 18145
20 0.889651 0.752555 0.815380 3621
avg / total 0.941705 0.943306 0.941369 21766
Classification report for turbine 16, turbine category 3
precision recall f1-score support
19 0.951890 0.981372 0.966406 18145
20 0.889506 0.751450 0.814671 3621
avg / total 0.941512 0.943122 0.941163 21766
Classification report for turbine 16, turbine category 4
precision recall f1-score support
10 0.000000 0.000000 0.000000 482
11 0.000000 0.000000 0.000000 260
12 0.000000 0.000000 0.000000 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 0.896712 0.970490 0.932143 17113
20 0.788290 0.740752 0.763782 3217
avg / total 0.821527 0.872508 0.845762 21766
Classification report for turbine 16, turbine category 5
precision recall f1-score support
10 0.000000 0.000000 0.000000 0
11 0.000000 0.000000 0.000000 0
12 0.000000 0.000000 0.000000 0
13 0.000000 0.000000 0.000000 0
14 0.000000 0.000000 0.000000 0
15 0.000000 0.000000 0.000000 0
16 0.000000 0.000000 0.000000 0
17 0.000000 0.000000 0.000000 0
18 0.000000 0.000000 0.000000 0
19 0.956061 0.979719 0.967745 18145
20 0.890252 0.761668 0.820955 3621
avg / total 0.945113 0.943444 0.943325 21766
Classification report for turbine 16, turbine category 6
precision recall f1-score support
10 0.132492 0.213198 0.163424 197
11 0.000000 0.000000 0.000000 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 0.924736 0.973992 0.948725 17610
20 0.854531 0.628792 0.724485 3494
avg / total 0.886540 0.890885 0.885353 21766
Classification report for turbine 16, turbine category 7
precision recall f1-score support
19 0.952093 0.981372 0.966511 18145
20 0.889651 0.752555 0.815380 3621
avg / total 0.941705 0.943306 0.941369 21766
Classification report for turbine 16, turbine category 8
precision recall f1-score support
10 0.000000 0.000000 0.000000 0
11 0.000000 0.000000 0.000000 0
12 0.000000 0.000000 0.000000 0
13 0.000000 0.000000 0.000000 0
14 0.000000 0.000000 0.000000 0
15 0.000000 0.000000 0.000000 0
16 0.000000 0.000000 0.000000 0
17 0.000000 0.000000 0.000000 0
18 0.000000 0.000000 0.000000 0
19 0.959241 0.961091 0.960165 18145
20 0.882675 0.666943 0.759792 3621
avg / total 0.946503 0.912157 0.926831 21766
Classification report for turbine 16, turbine category 9
precision recall f1-score support
10 0.111037 0.433766 0.176813 385
11 0.000000 0.000000 0.000000 536
12 0.006944 0.001984 0.003086 504
13 0.030612 0.005952 0.009967 504
14 0.048780 0.008130 0.013937 492
15 0.010638 0.002151 0.003578 465
16 0.014388 0.004751 0.007143 421
17 0.013514 0.002326 0.003968 430
18 0.011765 0.002525 0.004158 396
19 0.758260 0.927864 0.834532 14445
20 0.796222 0.436324 0.563728 3188
avg / total 0.624762 0.687954 0.640518 21766
Classification report for turbine 16, turbine category 10
precision recall f1-score support
10 0.000000 0.000000 0.000000 0
11 0.000000 0.000000 0.000000 0
12 0.000000 0.000000 0.000000 0
13 0.000000 0.000000 0.000000 0
14 0.000000 0.000000 0.000000 0
15 0.000000 0.000000 0.000000 0
18 0.000000 0.000000 0.000000 0
19 0.952674 0.979609 0.965954 18145
20 0.886780 0.735432 0.804046 3621
avg / total 0.941712 0.938987 0.939019 21766
Classification report for turbine 16, turbine category 11
precision recall f1-score support
10 0.100000 0.055556 0.071429 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 0.030303 0.009259 0.014184 108
16 0.041667 0.009259 0.015152 108
17 0.000000 0.000000 0.000000 108
18 0.000000 0.000000 0.000000 108
19 0.911199 0.968873 0.939151 17316
20 0.879249 0.761211 0.815983 3568
avg / total 0.869478 0.895709 0.881109 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 0.927338 0.981495 0.953648 17671
20 0.542932 0.749099 0.629567 2220
avg / total 0.808247 0.873243 0.838443 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 0.917179 0.981462 0.948232 17478
20 0.874959 0.755994 0.811138 3545
avg / total 0.878994 0.911238 0.893535 21766
------------------------------------------------------------------------
Classification report for turbine 16, turbine category 0
precision recall f1-score support
10 0.000000 0.000000 0.000000 0
11 0.000000 0.000000 0.000000 0
12 0.000000 0.000000 0.000000 0
13 0.000000 0.000000 0.000000 0
14 0.000000 0.000000 0.000000 0
15 0.000000 0.000000 0.000000 0
16 0.000000 0.000000 0.000000 0
17 0.000000 0.000000 0.000000 0
18 0.000000 0.000000 0.000000 0
19 0.989241 0.988585 0.988913 21113
20 0.724786 0.649311 0.684976 653
avg / total 0.981307 0.978407 0.979795 21766
Classification report for turbine 16, turbine category 1
precision recall f1-score support
19 0.989278 0.991995 0.990635 21113
20 0.715966 0.652374 0.682692 653
avg / total 0.981078 0.981806 0.981396 21766
Classification report for turbine 16, turbine category 2
precision recall f1-score support
19 0.989278 0.991995 0.990635 21113
20 0.715966 0.652374 0.682692 653
avg / total 0.981078 0.981806 0.981396 21766
Classification report for turbine 16, turbine category 3
precision recall f1-score support
19 0.989278 0.991995 0.990635 21113
20 0.715966 0.652374 0.682692 653
avg / total 0.981078 0.981806 0.981396 21766
Classification report for turbine 16, turbine category 4
precision recall f1-score support
10 0.000000 0.000000 0.000000 0
11 0.000000 0.000000 0.000000 0
12 0.000000 0.000000 0.000000 0
13 0.000000 0.000000 0.000000 0
14 0.000000 0.000000 0.000000 0
15 0.000000 0.000000 0.000000 0
16 0.000000 0.000000 0.000000 0
17 0.000000 0.000000 0.000000 0
18 0.000000 0.000000 0.000000 0
19 0.989262 0.990527 0.989894 21113
20 0.677543 0.540582 0.601363 653
avg / total 0.979910 0.977028 0.978238 21766
Classification report for turbine 16, turbine category 5
precision recall f1-score support
15 0.000000 0.000000 0.000000 0
16 0.000000 0.000000 0.000000 0
17 0.000000 0.000000 0.000000 0
18 0.000000 0.000000 0.000000 0
19 0.989356 0.990575 0.989965 21113
20 0.716443 0.653905 0.683747 653
avg / total 0.981169 0.980474 0.980778 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 0.041667 0.333333 0.074074 3
15 0.000000 0.000000 0.000000 0
16 0.000000 0.000000 0.000000 0
17 0.000000 0.000000 0.000000 0
18 0.000000 0.000000 0.000000 0
19 0.984305 0.988383 0.986340 21003
20 0.720721 0.617284 0.665004 648
avg / total 0.971263 0.972158 0.971572 21766
Classification report for turbine 16, turbine category 7
precision recall f1-score support
19 0.989278 0.991995 0.990635 21113
20 0.715966 0.652374 0.682692 653
avg / total 0.981078 0.981806 0.981396 21766
Classification report for turbine 16, turbine category 8
precision recall f1-score support
10 0.000000 0.000000 0.000000 0
11 0.000000 0.000000 0.000000 0
12 0.000000 0.000000 0.000000 0
13 0.000000 0.000000 0.000000 0
14 0.000000 0.000000 0.000000 0
15 0.000000 0.000000 0.000000 0
16 0.000000 0.000000 0.000000 0
17 0.000000 0.000000 0.000000 0
18 0.000000 0.000000 0.000000 0
19 0.989589 0.985933 0.987757 21113
20 0.710616 0.635528 0.670978 653
avg / total 0.981219 0.975420 0.978254 21766
Classification report for turbine 16, turbine category 9
precision recall f1-score support
10 0.694444 0.506329 0.585652 395
11 0.036458 0.011024 0.016929 635
12 0.006024 0.001634 0.002571 612
13 0.015267 0.003676 0.005926 544
14 0.006849 0.001946 0.003030 514
15 0.020134 0.005952 0.009188 504
16 0.029412 0.006024 0.010000 498
17 0.012821 0.004274 0.006410 468
18 0.011364 0.002252 0.003759 444
19 0.790672 0.935982 0.857212 16917
20 0.142857 0.195745 0.165171 235
avg / total 0.632095 0.739686 0.680097 21766
Classification report for turbine 16, turbine category 10
precision recall f1-score support
10 0.000000 0.000000 0.000000 0
11 0.000000 0.000000 0.000000 0
13 0.000000 0.000000 0.000000 0
19 0.989276 0.991853 0.990563 21113
20 0.716695 0.650842 0.682183 653
avg / total 0.981099 0.981623 0.981311 21766
Classification report for turbine 16, 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 0.962827 0.982279 0.972456 20541
20 0.700658 0.668760 0.684337 637
avg / total 0.929144 0.946568 0.937753 21766
Classification report for turbine 16, turbine category 12
precision recall f1-score support
10 0.000000 0.000000 0.000000 0
11 0.000000 0.000000 0.000000 0
15 0.000000 0.000000 0.000000 0
16 0.000000 0.000000 0.000000 0
17 0.000000 0.000000 0.000000 0
18 0.000000 0.000000 0.000000 0
19 0.989264 0.990669 0.989966 21113
20 0.719931 0.641654 0.678543 653
avg / total 0.981183 0.980198 0.980623 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 0.976125 0.991595 0.983799 20822
20 0.708754 0.654743 0.680679 643
avg / total 0.954728 0.967932 0.961240 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 0.944920 0.955086 0.949976 18591
20 0.684540 0.708468 0.696299 2775
avg / total 0.898611 0.910400 0.904456 21663
Classification report for turbine 17, turbine category 1
precision recall f1-score support
19 0.956149 0.955133 0.955641 18811
20 0.706128 0.711080 0.708595 2852
avg / total 0.923233 0.923002 0.923116 21663
Classification report for turbine 17, turbine category 2
precision recall f1-score support
19 0.956149 0.955133 0.955641 18811
20 0.706128 0.711080 0.708595 2852
avg / total 0.923233 0.923002 0.923116 21663
Classification report for turbine 17, turbine category 3
precision recall f1-score support
10 0.968750 0.231343 0.373494 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 0.940506 0.948275 0.944374 18521
20 0.672535 0.702206 0.687050 2720
avg / total 0.894530 0.900337 0.895978 21663
Classification report for turbine 17, turbine category 4
precision recall f1-score support
11 0.000000 0.000000 0.000000 0
12 0.000000 0.000000 0.000000 0
13 0.000000 0.000000 0.000000 0
14 0.000000 0.000000 0.000000 0
15 0.000000 0.000000 0.000000 0
17 0.000000 0.000000 0.000000 0
18 0.000000 0.000000 0.000000 0
19 0.955846 0.955186 0.955516 18811
20 0.702849 0.683380 0.692978 2852
avg / total 0.922538 0.919402 0.920952 21663
Classification report for turbine 17, turbine category 5
precision recall f1-score support
11 0.000000 0.000000 0.000000 0
12 0.000000 0.000000 0.000000 0
13 0.000000 0.000000 0.000000 0
14 0.000000 0.000000 0.000000 0
15 0.000000 0.000000 0.000000 0
16 0.000000 0.000000 0.000000 0
17 0.000000 0.000000 0.000000 0
18 0.000000 0.000000 0.000000 0
19 0.955815 0.947584 0.951682 18811
20 0.706128 0.711080 0.708595 2852
avg / total 0.922943 0.916447 0.919679 21663
Classification report for turbine 17, turbine category 6
precision recall f1-score support
10 0.074919 0.250000 0.115288 92
11 0.000000 0.000000 0.000000 144
12 0.004926 0.006944 0.005764 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 0.009346 0.006944 0.007968 144
18 0.000000 0.000000 0.000000 144
19 0.909855 0.913107 0.911478 17907
20 0.633851 0.666401 0.649719 2512
avg / total 0.826014 0.833218 0.829364 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 0.942579 0.955598 0.949044 18535
20 0.663301 0.703471 0.682796 2708
avg / total 0.889393 0.905553 0.897361 21663
Classification report for turbine 17, turbine category 8
precision recall f1-score support
10 0.004032 0.005051 0.004484 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 0.000000 0.000000 0.000000 72
18 0.000000 0.000000 0.000000 72
19 0.932527 0.944250 0.938352 18296
20 0.632703 0.593907 0.612691 2593
avg / total 0.863358 0.868624 0.865886 21663
Classification report for turbine 17, turbine category 9
precision recall f1-score support
10 0.634185 0.605645 0.619586 1311
11 0.028736 0.020243 0.023753 494
12 0.057018 0.028446 0.037956 457
13 0.044910 0.034722 0.039164 432
14 0.002967 0.002732 0.002845 366
15 0.000000 0.000000 0.000000 304
16 0.007299 0.006944 0.007117 288
17 0.035088 0.020833 0.026144 288
18 0.000000 0.000000 0.000000 288
19 0.831200 0.867165 0.848802 16178
20 0.414871 0.474940 0.442878 1257
avg / total 0.686563 0.713982 0.699696 21663
Classification report for turbine 17, turbine category 10
precision recall f1-score support
19 0.956149 0.955133 0.955641 18811
20 0.706128 0.711080 0.708595 2852
avg / total 0.923233 0.923002 0.923116 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 0.860731 0.959995 0.907657 16848
20 0.605153 0.706217 0.651791 2461
avg / total 0.738166 0.826848 0.779960 21663
Classification report for turbine 17, turbine category 12
precision recall f1-score support
19 0.956149 0.955133 0.955641 18811
20 0.706128 0.711080 0.708595 2852
avg / total 0.923233 0.923002 0.923116 21663
Classification report for turbine 17, turbine category 13
precision recall f1-score support
19 0.956149 0.955133 0.955641 18811
20 0.706128 0.711080 0.708595 2852
avg / total 0.923233 0.923002 0.923116 21663
------------------------------------------------------------------------
Classification report for turbine 17, turbine category 0
precision recall f1-score support
10 0.000000 0.000000 0.000000 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 0.851457 0.944192 0.895430 15159
20 0.779549 0.660245 0.714954 5554
avg / total 0.795682 0.829987 0.809891 21663
Classification report for turbine 17, turbine category 1
precision recall f1-score support
19 0.890150 0.941616 0.915160 15912
20 0.807700 0.678491 0.737479 5751
avg / total 0.868261 0.871763 0.867990 21663
Classification report for turbine 17, turbine category 2
precision recall f1-score support
19 0.890150 0.941616 0.915160 15912
20 0.807700 0.678491 0.737479 5751
avg / total 0.868261 0.871763 0.867990 21663
Classification report for turbine 17, turbine category 3
precision recall f1-score support
10 0.000000 0.000000 0.000000 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 0.888605 0.940395 0.913767 15888
20 0.750906 0.653076 0.698583 5396
avg / total 0.838759 0.852375 0.844180 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 0.879905 0.940877 0.909370 15730
20 0.781290 0.648467 0.708709 5641
avg / total 0.842365 0.852052 0.844861 21663
Classification report for turbine 17, turbine category 5
precision recall f1-score support
11 0.000000 0.000000 0.000000 0
12 0.000000 0.000000 0.000000 0
13 0.000000 0.000000 0.000000 0
14 0.000000 0.000000 0.000000 0
15 0.000000 0.000000 0.000000 0
16 0.000000 0.000000 0.000000 0
19 0.890019 0.940359 0.914497 15912
20 0.807700 0.678491 0.737479 5751
avg / total 0.868165 0.870840 0.867503 21663
Classification report for turbine 17, turbine category 6
precision recall f1-score support
10 0.606567 0.390920 0.475433 2599
11 0.000000 0.000000 0.000000 1049
12 0.000000 0.000000 0.000000 877
13 0.032258 0.001212 0.002336 825
14 0.011364 0.001332 0.002384 751
15 0.000000 0.000000 0.000000 618
16 0.032258 0.001984 0.003738 504
17 0.000000 0.000000 0.000000 501
18 0.000000 0.000000 0.000000 448
19 0.636504 0.932578 0.756608 10590
20 0.358529 0.490521 0.414265 2901
avg / total 0.434314 0.568619 0.482644 21663
Classification report for turbine 17, turbine category 7
precision recall f1-score support
10 0.000000 0.000000 0.000000 0
11 0.000000 0.000000 0.000000 0
12 0.000000 0.000000 0.000000 0
13 0.000000 0.000000 0.000000 0
14 0.000000 0.000000 0.000000 0
15 0.000000 0.000000 0.000000 0
16 0.000000 0.000000 0.000000 0
17 0.000000 0.000000 0.000000 0
18 0.000000 0.000000 0.000000 0
19 0.889629 0.939668 0.913964 15912
20 0.811538 0.650669 0.722254 5751
avg / total 0.868898 0.862946 0.863070 21663
Classification report for turbine 17, turbine category 8
precision recall f1-score support
10 0.097222 0.150538 0.118143 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 0.853495 0.927452 0.888938 15245
20 0.774629 0.616406 0.686519 5498
avg / total 0.798067 0.810414 0.800827 21663
Classification report for turbine 17, turbine category 9
precision recall f1-score support
10 0.369360 0.406000 0.386814 2500
11 0.142415 0.043396 0.066522 1060
12 0.056140 0.017003 0.026101 941
13 0.014493 0.010297 0.012040 874
14 0.024691 0.005076 0.008421 788
15 0.029412 0.003279 0.005900 610
16 0.049383 0.006944 0.012177 576
17 0.017857 0.001736 0.003165 576
18 0.000000 0.000000 0.000000 549
19 0.638240 0.903414 0.748021 10985
20 0.386740 0.285844 0.328724 2204
avg / total 0.419121 0.537829 0.463150 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 0.882129 0.941953 0.911060 15763
20 0.794659 0.698127 0.743272 5499
avg / total 0.843597 0.862623 0.851604 21663
Classification report for turbine 17, 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 0.007194 0.013889 0.009479 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 0.882418 0.924901 0.903160 15433
20 0.793981 0.663949 0.723166 5642
avg / total 0.835458 0.831879 0.831799 21663
Classification report for turbine 17, turbine category 12
precision recall f1-score support
19 0.890150 0.941616 0.915160 15912
20 0.807700 0.678491 0.737479 5751
avg / total 0.868261 0.871763 0.867990 21663
Classification report for turbine 17, turbine category 13
precision recall f1-score support
19 0.890150 0.941616 0.915160 15912
20 0.807700 0.678491 0.737479 5751
avg / total 0.868261 0.871763 0.867990 21663
------------------------------------------------------------------------
Classification report for turbine 17, turbine category 0
precision recall f1-score support
10 0.010976 0.040541 0.017274 222
11 0.000000 0.000000 0.000000 196
12 0.000000 0.000000 0.000000 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 0.763258 0.924307 0.836098 10635
20 0.901253 0.675758 0.772384 9900
avg / total 0.786691 0.763006 0.763621 21663
Classification report for turbine 17, turbine category 1
precision recall f1-score support
19 0.751808 0.954355 0.841059 11217
20 0.931034 0.661689 0.773587 10446
avg / total 0.838232 0.813230 0.808524 21663
Classification report for turbine 17, turbine category 2
precision recall f1-score support
19 0.751808 0.954355 0.841059 11217
20 0.931034 0.661689 0.773587 10446
avg / total 0.838232 0.813230 0.808524 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 0.733389 0.954176 0.829340 10955
20 0.923302 0.637738 0.754401 10382
avg / total 0.813369 0.788164 0.780945 21663
Classification report for turbine 17, turbine category 4
precision recall f1-score support
11 0.000000 0.000000 0.000000 0
12 0.000000 0.000000 0.000000 0
13 0.000000 0.000000 0.000000 0
14 0.000000 0.000000 0.000000 0
15 0.000000 0.000000 0.000000 0
16 0.000000 0.000000 0.000000 0
17 0.000000 0.000000 0.000000 0
19 0.751703 0.954355 0.840993 11217
20 0.930922 0.657955 0.770991 10446
avg / total 0.838123 0.811430 0.807238 21663
Classification report for turbine 17, turbine category 5
precision recall f1-score support
19 0.751808 0.954355 0.841059 11217
20 0.931034 0.661689 0.773587 10446
avg / total 0.838232 0.813230 0.808524 21663
Classification report for turbine 17, turbine category 6
precision recall f1-score support
10 0.024961 0.204604 0.044494 391
11 0.002028 0.006667 0.003110 150
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 0.006098 0.009259 0.007353 108
18 0.009009 0.009259 0.009132 108
19 0.770682 0.871698 0.818083 10826
20 0.787646 0.311426 0.446364 9540
avg / total 0.732550 0.576605 0.606312 21663
Classification report for turbine 17, turbine category 7
precision recall f1-score support
10 0.000000 0.000000 0.000000 0
11 0.000000 0.000000 0.000000 0
13 0.000000 0.000000 0.000000 0
15 0.000000 0.000000 0.000000 0
18 0.000000 0.000000 0.000000 0
19 0.751528 0.953463 0.840538 11217
20 0.931784 0.660348 0.772928 10446
avg / total 0.838449 0.812122 0.807936 21663
Classification report for turbine 17, turbine category 8
precision recall f1-score support
10 0.016355 0.053435 0.025045 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 0.000000 0.000000 0.000000 144
15 0.000000 0.000000 0.000000 144
16 0.090909 0.006944 0.012903 144
17 0.000000 0.000000 0.000000 144
18 0.000000 0.000000 0.000000 144
19 0.690774 0.947740 0.799107 10199
20 0.904856 0.631470 0.743839 10181
avg / total 0.751178 0.743341 0.726042 21663
Classification report for turbine 17, turbine category 9
precision recall f1-score support
10 0.139900 0.276836 0.185870 1416
11 0.008568 0.011327 0.009756 618
12 0.011442 0.010707 0.011062 467
13 0.026936 0.023055 0.024845 347
14 0.013477 0.015432 0.014388 324
15 0.000000 0.000000 0.000000 324
16 0.028037 0.009259 0.013921 324
17 0.000000 0.000000 0.000000 324
18 0.005405 0.003086 0.003929 324
19 0.608664 0.869175 0.715958 8584
20 0.779689 0.378934 0.510003 8611
avg / total 0.561878 0.514472 0.499971 21663
Classification report for turbine 17, turbine category 10
precision recall f1-score support
10 0.000000 0.000000 0.000000 0
11 0.000000 0.000000 0.000000 0
12 0.000000 0.000000 0.000000 0
13 0.000000 0.000000 0.000000 0
14 0.000000 0.000000 0.000000 0
17 0.000000 0.000000 0.000000 0
18 0.000000 0.000000 0.000000 0
19 0.752073 0.954355 0.841224 11217
20 0.930890 0.639575 0.758214 10446
avg / total 0.838299 0.802567 0.801196 21663
Classification report for turbine 17, turbine category 11
precision recall f1-score support
10 0.008772 0.090909 0.016000 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 0.737724 0.935017 0.824736 10926
20 0.905447 0.663251 0.765653 10150
avg / total 0.796324 0.782394 0.774713 21663
Classification report for turbine 17, turbine category 12
precision recall f1-score support
19 0.751808 0.954355 0.841059 11217
20 0.931034 0.661689 0.773587 10446
avg / total 0.838232 0.813230 0.808524 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 0.738746 0.954104 0.832726 11025
20 0.925647 0.665311 0.774179 10329
avg / total 0.817323 0.802797 0.792933 21663
------------------------------------------------------------------------
Classification report for turbine 17, turbine category 0
precision recall f1-score support
10 0.309091 0.049708 0.085642 342
11 0.000000 0.000000 0.000000 261
12 0.000000 0.000000 0.000000 216
13 0.000000 0.000000 0.000000 216
14 0.037037 0.004630 0.008230 216
15 0.000000 0.000000 0.000000 216
16 0.000000 0.000000 0.000000 222
17 0.000000 0.000000 0.000000 252
18 0.000000 0.000000 0.000000 252
19 0.885270 0.962471 0.922258 17453
20 0.583679 0.698562 0.635974 2017
avg / total 0.772820 0.841296 0.803674 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 0.950939 0.965124 0.957979 18838
20 0.728381 0.731544 0.729959 2533
avg / total 0.912098 0.924803 0.918404 21663
Classification report for turbine 17, turbine category 2
precision recall f1-score support
19 0.964067 0.965532 0.964799 19090
20 0.741352 0.732997 0.737151 2573
avg / total 0.937614 0.937913 0.937760 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 0.953156 0.964668 0.958877 18878
20 0.710462 0.703050 0.706737 2492
avg / total 0.912346 0.921525 0.916903 21663
Classification report for turbine 17, turbine category 4
precision recall f1-score support
11 0.000000 0.000000 0.000000 0
12 0.000000 0.000000 0.000000 0
13 0.000000 0.000000 0.000000 0
14 0.000000 0.000000 0.000000 0
15 0.000000 0.000000 0.000000 0
16 0.000000 0.000000 0.000000 0
17 0.000000 0.000000 0.000000 0
18 0.000000 0.000000 0.000000 0
19 0.964005 0.965217 0.964611 19090
20 0.736016 0.710843 0.723211 2573
avg / total 0.936926 0.935004 0.935939 21663
Classification report for turbine 17, turbine category 5
precision recall f1-score support
11 0.000000 0.000000 0.000000 0
13 0.000000 0.000000 0.000000 0
14 0.000000 0.000000 0.000000 0
15 0.000000 0.000000 0.000000 0
16 0.000000 0.000000 0.000000 0
19 0.964050 0.965060 0.964555 19090
20 0.741352 0.732997 0.737151 2573
avg / total 0.937600 0.937497 0.937545 21663
Classification report for turbine 17, turbine category 6
precision recall f1-score support
10 0.142566 0.233333 0.176991 300
11 0.003876 0.003704 0.003788 270
12 0.000000 0.000000 0.000000 129
13 0.009434 0.009259 0.009346 108
14 0.000000 0.000000 0.000000 105
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 0.923697 0.933209 0.928429 18161
20 0.549708 0.479147 0.512008 2158
avg / total 0.831204 0.833403 0.831890 21663
Classification report for turbine 17, turbine category 7
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 35
17 0.000000 0.000000 0.000000 36
18 0.000000 0.000000 0.000000 36
19 0.950680 0.964911 0.957743 18838
20 0.727382 0.719319 0.723328 2526
avg / total 0.911521 0.922956 0.917190 21663
Classification report for turbine 17, turbine category 8
precision recall f1-score support
10 0.588235 0.047297 0.087555 1480
11 0.054545 0.003181 0.006012 943
12 0.043478 0.004854 0.008734 618
13 0.025641 0.001980 0.003676 505
14 0.000000 0.000000 0.000000 432
15 0.000000 0.000000 0.000000 432
16 0.000000 0.000000 0.000000 413
17 0.000000 0.000000 0.000000 396
18 0.000000 0.000000 0.000000 396
19 0.766899 0.957978 0.851855 15135
20 0.231915 0.596933 0.334048 913
avg / total 0.589974 0.698010 0.615811 21663
Classification report for turbine 17, turbine category 9
precision recall f1-score support
10 0.059206 0.460674 0.104926 178
11 0.002299 0.008065 0.003578 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 0.008772 0.009259 0.009009 108
16 0.000000 0.000000 0.000000 99
17 0.000000 0.000000 0.000000 72
18 0.005181 0.013889 0.007547 72
19 0.924908 0.878863 0.901297 18219
20 0.566633 0.225780 0.322899 2467
avg / total 0.842954 0.768776 0.795733 21663
Classification report for turbine 17, turbine category 10
precision recall f1-score support
10 0.000000 0.000000 0.000000 0
11 0.000000 0.000000 0.000000 0
12 0.000000 0.000000 0.000000 0
13 0.000000 0.000000 0.000000 0
15 0.000000 0.000000 0.000000 0
16 0.000000 0.000000 0.000000 0
17 0.000000 0.000000 0.000000 0
18 0.000000 0.000000 0.000000 0
19 0.963445 0.965060 0.964252 19090
20 0.740480 0.695297 0.717178 2573
avg / total 0.936963 0.933019 0.934906 21663
Classification report for turbine 17, turbine category 11
precision recall f1-score support
10 0.250000 0.076923 0.117647 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 0.937457 0.958968 0.948090 18522
20 0.737972 0.727273 0.732583 2552
avg / total 0.888618 0.905646 0.896995 21663
Classification report for turbine 17, turbine category 12
precision recall f1-score support
19 0.964067 0.965532 0.964799 19090
20 0.741352 0.732997 0.737151 2573
avg / total 0.937614 0.937913 0.937760 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 0.948868 0.963558 0.956157 18797
20 0.738218 0.729550 0.733858 2555
avg / total 0.910401 0.922125 0.916211 21663
------------------------------------------------------------------------
Classification report for turbine 17, turbine category 0
precision recall f1-score support
10 0.065217 0.108434 0.081448 83
11 0.052632 0.027778 0.036364 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 66
17 0.000000 0.000000 0.000000 36
18 0.000000 0.000000 0.000000 36
19 0.945995 0.973785 0.959688 18348
20 0.829555 0.749451 0.787471 2734
avg / total 0.906352 0.919863 0.912648 21663
Classification report for turbine 17, turbine category 1
precision recall f1-score support
11 0.000000 0.000000 0.000000 0
12 0.000000 0.000000 0.000000 0
18 0.000000 0.000000 0.000000 0
19 0.970734 0.978912 0.974805 18873
20 0.849258 0.799642 0.823703 2790
avg / total 0.955089 0.955823 0.955345 21663
Classification report for turbine 17, turbine category 2
precision recall f1-score support
19 0.970737 0.979018 0.974860 18873
20 0.849372 0.800358 0.824137 2790
avg / total 0.955106 0.956008 0.955448 21663
Classification report for turbine 17, turbine category 3
precision recall f1-score support
10 0.136986 0.220588 0.169014 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 0.959575 0.978347 0.968870 18658
20 0.748379 0.676172 0.710445 2560
avg / total 0.915766 0.923926 0.919490 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 0.000000 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 0.927749 0.978009 0.952217 18053
20 0.790094 0.762230 0.775912 2637
avg / total 0.869323 0.907815 0.887986 21663
Classification report for turbine 17, turbine category 5
precision recall f1-score support
10 1.000000 0.001156 0.002309 865
11 0.000000 0.000000 0.000000 822
12 0.000000 0.000000 0.000000 362
13 0.000000 0.000000 0.000000 256
14 0.000000 0.000000 0.000000 185
15 0.000000 0.000000 0.000000 180
16 0.000000 0.000000 0.000000 180
17 0.000000 0.000000 0.000000 180
18 0.000000 0.000000 0.000000 173
19 0.851661 0.977201 0.910122 16580
20 0.584475 0.817021 0.681455 1880
avg / total 0.742480 0.818862 0.755803 21663
Classification report for turbine 17, turbine category 6
precision recall f1-score support
10 0.011673 0.092308 0.020725 65
11 0.012500 0.003968 0.006024 252
12 0.024390 0.007937 0.011976 252
13 0.022727 0.007937 0.011765 252
14 0.021978 0.007937 0.011662 252
15 0.012346 0.003968 0.006006 252
16 0.000000 0.000000 0.000000 252
17 0.000000 0.000000 0.000000 252
18 0.000000 0.000000 0.000000 252
19 0.876495 0.949909 0.911727 17049
20 0.745339 0.599684 0.664625 2533
avg / total 0.778089 0.818354 0.795865 21663
Classification report for turbine 17, turbine category 7
precision recall f1-score support
10 0.000000 0.000000 0.000000 0
11 0.000000 0.000000 0.000000 0
12 0.000000 0.000000 0.000000 0
15 0.000000 0.000000 0.000000 0
18 0.000000 0.000000 0.000000 0
19 0.970576 0.978753 0.974647 18873
20 0.847893 0.793190 0.819630 2790
avg / total 0.954775 0.954854 0.954682 21663
Classification report for turbine 17, turbine category 8
precision recall f1-score support
10 0.044118 0.065934 0.052863 273
11 0.080321 0.049383 0.061162 405
12 0.108262 0.095960 0.101740 396
13 0.045455 0.021798 0.029466 367
14 0.080000 0.011111 0.019512 360
15 0.019048 0.005556 0.008602 360
16 0.023810 0.002778 0.004975 360
17 0.026316 0.003067 0.005495 326
18 0.000000 0.000000 0.000000 324
19 0.840535 0.935778 0.885603 16256
20 0.643228 0.609571 0.625947 2236
avg / total 0.704377 0.769376 0.733970 21663
Classification report for turbine 17, 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 0.014493 0.027778 0.019048 36
19 0.955600 0.935349 0.945366 18592
20 0.812923 0.475351 0.599909 2779
avg / total 0.924440 0.863777 0.888338 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 0.959034 0.979246 0.969034 18647
20 0.824568 0.789416 0.806609 2721
avg / total 0.929084 0.942067 0.935437 21663
Classification report for turbine 17, 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 0.200000 0.013889 0.025974 72
17 0.000000 0.000000 0.000000 72
18 0.000000 0.000000 0.000000 72
19 0.941804 0.974269 0.957762 18305
20 0.846037 0.801733 0.823289 2769
avg / total 0.904621 0.925772 0.914619 21663
Classification report for turbine 17, turbine category 12
precision recall f1-score support
19 0.970737 0.979018 0.974860 18873
20 0.849372 0.800358 0.824137 2790
avg / total 0.955106 0.956008 0.955448 21663
Classification report for turbine 17, turbine category 13
precision recall f1-score support
10 0.000000 0.000000 0.000000 0
11 0.000000 0.000000 0.000000 0
12 0.000000 0.000000 0.000000 0
14 0.000000 0.000000 0.000000 0
15 0.000000 0.000000 0.000000 0
17 0.000000 0.000000 0.000000 0
19 0.970057 0.978435 0.974228 18873
20 0.847859 0.794982 0.820570 2790
avg / total 0.954319 0.954808 0.954438 21663
------------------------------------------------------------------------
Classification report for turbine 18, turbine category 0
precision recall f1-score support
19 0.958163 0.992749 0.975149 19309
20 0.898108 0.595847 0.716401 2071
avg / total 0.952345 0.954303 0.950085 21380
Classification report for turbine 18, turbine category 1
precision recall f1-score support
10 0.170940 0.530973 0.258621 113
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 0.017391 0.018519 0.017937 108
16 0.043478 0.009259 0.015267 108
17 0.000000 0.000000 0.000000 108
18 0.000000 0.000000 0.000000 108
19 0.913862 0.958670 0.935730 18437
20 0.849853 0.440488 0.580235 1966
avg / total 0.867426 0.870159 0.861815 21380
Classification report for turbine 18, turbine category 2
precision recall f1-score support
19 0.958163 0.992749 0.975149 19309
20 0.898108 0.595847 0.716401 2071
avg / total 0.952345 0.954303 0.950085 21380
Classification report for turbine 18, turbine category 3
precision recall f1-score support
10 0.044248 0.021739 0.029155 230
11 0.000000 0.000000 0.000000 107
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 0.918365 0.980347 0.948344 18521
20 0.873317 0.546581 0.672356 2018
avg / total 0.878465 0.901076 0.885304 21380
Classification report for turbine 18, turbine category 4
precision recall f1-score support
10 0.702532 0.209040 0.322206 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 0.953419 0.988950 0.970860 19186
20 0.593443 0.539493 0.565183 1342
avg / total 0.910278 0.926520 0.914709 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 0.071429 0.055556 0.062500 36
16 0.285714 0.055556 0.093023 36
17 0.500000 0.083333 0.142857 36
18 0.000000 0.000000 0.000000 36
19 0.939360 0.989094 0.963586 18888
20 0.822416 0.599152 0.693252 1886
avg / total 0.903862 0.926988 0.912929 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 0.840715 0.988487 0.908632 16937
20 0.516739 0.582445 0.547628 1219
avg / total 0.695468 0.816277 0.751032 21380
Classification report for turbine 18, turbine category 7
precision recall f1-score support
10 0.000000 0.000000 0.000000 0
11 0.000000 0.000000 0.000000 0
12 0.000000 0.000000 0.000000 0
13 0.000000 0.000000 0.000000 0
14 0.000000 0.000000 0.000000 0
15 0.000000 0.000000 0.000000 0
16 0.000000 0.000000 0.000000 0
17 0.000000 0.000000 0.000000 0
19 0.958449 0.961676 0.960060 19309
20 0.904459 0.548527 0.682898 2071
avg / total 0.953220 0.921656 0.933212 21380
Classification report for turbine 18, turbine category 8
precision recall f1-score support
10 0.035714 0.021978 0.027211 91
11 0.000000 0.000000 0.000000 146
12 0.000000 0.000000 0.000000 144
13 0.000000 0.000000 0.000000 144
14 0.037736 0.014925 0.021390 134
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 0.906081 0.983781 0.943334 18250
20 0.893162 0.512506 0.651293 2039
avg / total 0.859001 0.888821 0.867595 21380
Classification report for turbine 18, turbine category 9
precision recall f1-score support
10 0.038143 0.088803 0.053364 259
11 0.000000 0.000000 0.000000 180
12 0.002604 0.008264 0.003960 121
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 0.015873 0.009259 0.011696 108
18 0.000000 0.000000 0.000000 108
19 0.908406 0.946140 0.926889 18344
20 0.770627 0.255470 0.383730 1828
avg / total 0.845938 0.834846 0.828866 21380
Classification report for turbine 18, turbine category 10
precision recall f1-score support
19 0.958163 0.992749 0.975149 19309
20 0.898108 0.595847 0.716401 2071
avg / total 0.952345 0.954303 0.950085 21380
Classification report for turbine 18, turbine category 11
precision recall f1-score support
10 0.300000 0.069767 0.113208 43
11 0.000000 0.000000 0.000000 252
12 0.117647 0.007937 0.014870 252
13 0.000000 0.000000 0.000000 252
14 0.000000 0.000000 0.000000 252
15 0.000000 0.000000 0.000000 252
16 0.000000 0.000000 0.000000 252
17 0.000000 0.000000 0.000000 252
18 0.000000 0.000000 0.000000 252
19 0.861215 0.985112 0.919006 17329
20 0.890102 0.613956 0.726679 1992
avg / total 0.782957 0.855893 0.812985 21380
Classification report for turbine 18, turbine category 12
precision recall f1-score support
19 0.958163 0.992749 0.975149 19309
20 0.898108 0.595847 0.716401 2071
avg / total 0.952345 0.954303 0.950085 21380
Classification report for turbine 18, turbine category 13
precision recall f1-score support
19 0.958163 0.992749 0.975149 19309
20 0.898108 0.595847 0.716401 2071
avg / total 0.952345 0.954303 0.950085 21380
------------------------------------------------------------------------
Classification report for turbine 18, turbine category 0
precision recall f1-score support
19 0.977342 0.973730 0.975533 20023
20 0.632425 0.666912 0.649211 1357
avg / total 0.955450 0.954256 0.954821 21380
Classification report for turbine 18, turbine category 1
precision recall f1-score support
10 0.051852 0.071429 0.060086 98
11 0.000000 0.000000 0.000000 72
12 0.000000 0.000000 0.000000 72
13 0.000000 0.000000 0.000000 72
14 0.000000 0.000000 0.000000 72
15 0.000000 0.000000 0.000000 72
16 0.000000 0.000000 0.000000 72
17 0.000000 0.000000 0.000000 72
18 0.000000 0.000000 0.000000 72
19 0.947679 0.961663 0.954620 19381
20 0.668289 0.621887 0.644253 1325
avg / total 0.900726 0.910617 0.905567 21380
Classification report for turbine 18, turbine category 2
precision recall f1-score support
19 0.977342 0.973730 0.975533 20023
20 0.632425 0.666912 0.649211 1357
avg / total 0.955450 0.954256 0.954821 21380
Classification report for turbine 18, turbine category 3
precision recall f1-score support
10 0.259740 0.357143 0.300752 112
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 0.953053 0.951241 0.952146 19463
20 0.535545 0.551668 0.543487 1229
avg / total 0.899745 0.899532 0.899590 21380
Classification report for turbine 18, turbine category 4
precision recall f1-score support
10 0.000000 0.000000 0.000000 0
11 0.000000 0.000000 0.000000 0
12 0.000000 0.000000 0.000000 0
13 0.000000 0.000000 0.000000 0
14 0.000000 0.000000 0.000000 0
15 0.000000 0.000000 0.000000 0
16 0.000000 0.000000 0.000000 0
17 0.000000 0.000000 0.000000 0
18 0.000000 0.000000 0.000000 0
19 0.977198 0.965290 0.971207 20023
20 0.649559 0.596905 0.622120 1357
avg / total 0.956403 0.941908 0.949051 21380
Classification report for turbine 18, turbine category 5
precision recall f1-score support
10 0.000000 0.000000 0.000000 0
12 0.000000 0.000000 0.000000 0
13 0.000000 0.000000 0.000000 0
14 0.000000 0.000000 0.000000 0
15 0.000000 0.000000 0.000000 0
16 0.000000 0.000000 0.000000 0
18 0.000000 0.000000 0.000000 0
19 0.977329 0.973131 0.975225 20023
20 0.703675 0.663228 0.682853 1357
avg / total 0.959960 0.953461 0.956668 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 0.963209 0.968285 0.965740 19738
20 0.660522 0.637037 0.648567 1350
avg / total 0.930942 0.934144 0.932523 21380
Classification report for turbine 18, turbine category 7
precision recall f1-score support
10 0.000000 0.000000 0.000000 0
11 0.000000 0.000000 0.000000 0
12 0.000000 0.000000 0.000000 0
13 0.000000 0.000000 0.000000 0
16 0.000000 0.000000 0.000000 0
17 0.000000 0.000000 0.000000 0
19 0.977886 0.965090 0.971446 20023
20 0.695951 0.671334 0.683421 1357
avg / total 0.959991 0.946445 0.953165 21380
Classification report for turbine 18, turbine category 8
precision recall f1-score support
10 0.000000 0.000000 0.000000 16
11 0.000000 0.000000 0.000000 144
12 0.020833 0.006944 0.010417 144
13 0.066667 0.006944 0.012579 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 0.919697 0.944792 0.932075 18874
20 0.622363 0.661435 0.641304 1338
avg / total 0.851435 0.875538 0.863114 21380
Classification report for turbine 18, turbine category 9
precision recall f1-score support
10 0.002903 0.019802 0.005063 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 0.000000 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 0.933634 0.940210 0.936910 19167
20 0.373541 0.231140 0.285573 1246
avg / total 0.858779 0.856455 0.856599 21380
Classification report for turbine 18, turbine category 10
precision recall f1-score support
19 0.977342 0.973730 0.975533 20023
20 0.632425 0.666912 0.649211 1357
avg / total 0.955450 0.954256 0.954821 21380
Classification report for turbine 18, turbine category 11
precision recall f1-score support
10 0.013889 0.076923 0.023529 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 0.951145 0.950265 0.950705 19443
20 0.631757 0.693620 0.661245 1348
avg / total 0.904813 0.907951 0.906278 21380
Classification report for turbine 18, turbine category 12
precision recall f1-score support
19 0.977342 0.973730 0.975533 20023
20 0.632425 0.666912 0.649211 1357
avg / total 0.955450 0.954256 0.954821 21380
Classification report for turbine 18, turbine category 13
precision recall f1-score support
19 0.977342 0.973730 0.975533 20023
20 0.632425 0.666912 0.649211 1357
avg / total 0.955450 0.954256 0.954821 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 0.798858 0.994876 0.886156 16587
20 0.724758 0.170462 0.276007 3074
avg / total 0.723974 0.796352 0.727180 21380
Classification report for turbine 18, turbine category 1
precision recall f1-score support
10 0.061224 0.375000 0.105263 32
11 0.000000 0.000000 0.000000 108
12 0.136364 0.055556 0.078947 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 0.830956 0.978173 0.898575 17272
20 0.819113 0.149440 0.252765 3212
avg / total 0.795133 0.813517 0.764451 21380
Classification report for turbine 18, turbine category 2
precision recall f1-score support
19 0.871763 0.992997 0.928439 18135
20 0.824343 0.183667 0.300403 3245
avg / total 0.864565 0.870159 0.833117 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 0.858237 0.991656 0.920135 17857
20 0.823529 0.182100 0.298250 3229
avg / total 0.841193 0.855753 0.813559 21380
Classification report for turbine 18, turbine category 4
precision recall f1-score support
10 0.006515 0.117647 0.012346 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 0.857965 0.986655 0.917821 17834
20 0.818000 0.126822 0.219597 3225
avg / total 0.839060 0.842236 0.798729 21380
Classification report for turbine 18, turbine category 5
precision recall f1-score support
13 0.000000 0.000000 0.000000 0
16 0.000000 0.000000 0.000000 0
17 0.000000 0.000000 0.000000 0
18 0.000000 0.000000 0.000000 0
19 0.871664 0.992501 0.928166 18135
20 0.822960 0.183359 0.299899 3245
avg / total 0.864272 0.869691 0.832810 21380
Classification report for turbine 18, turbine category 6
precision recall f1-score support
10 0.097561 0.097561 0.097561 41
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 0.844174 0.988735 0.910754 17577
20 0.775837 0.167294 0.275239 3186
avg / total 0.809815 0.837979 0.789954 21380
Classification report for turbine 18, turbine category 7
precision recall f1-score support
10 0.000000 0.000000 0.000000 0
11 0.000000 0.000000 0.000000 0
12 0.000000 0.000000 0.000000 0
13 0.000000 0.000000 0.000000 0
14 0.000000 0.000000 0.000000 0
19 0.872498 0.990130 0.927599 18135
20 0.826014 0.150693 0.254887 3245
avg / total 0.865442 0.862722 0.825497 21380
Classification report for turbine 18, turbine category 8
precision recall f1-score support
10 0.000000 0.000000 0.000000 19
11 0.000000 0.000000 0.000000 144
12 0.000000 0.000000 0.000000 144
13 0.000000 0.000000 0.000000 167
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 0.813700 0.984730 0.891082 16961
20 0.815705 0.167159 0.277460 3045
avg / total 0.761692 0.805005 0.746422 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 0.012048 0.027778 0.016807 36
13 0.012048 0.027778 0.016807 36
14 0.000000 0.000000 0.000000 36
15 0.000000 0.000000 0.000000 36
16 0.000000 0.000000 0.000000 36
17 0.000000 0.000000 0.000000 36
18 0.000000 0.000000 0.000000 36
19 0.860553 0.975559 0.914455 17921
20 0.801667 0.152698 0.256533 3150
avg / total 0.839480 0.840318 0.804361 21380
Classification report for turbine 18, turbine category 10
precision recall f1-score support
19 0.871763 0.992997 0.928439 18135
20 0.824343 0.183667 0.300403 3245
avg / total 0.864565 0.870159 0.833117 21380
Classification report for turbine 18, turbine category 11
precision recall f1-score support
10 0.400000 0.111111 0.173913 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 0.000000 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 0.831544 0.975725 0.897883 17302
20 0.779070 0.188673 0.303778 3196
avg / total 0.789732 0.817914 0.772179 21380
Classification report for turbine 18, turbine category 12
precision recall f1-score support
19 0.871763 0.992997 0.928439 18135
20 0.824343 0.183667 0.300403 3245
avg / total 0.864565 0.870159 0.833117 21380
Classification report for turbine 18, turbine category 13
precision recall f1-score support
19 0.871763 0.992997 0.928439 18135
20 0.824343 0.183667 0.300403 3245
avg / total 0.864565 0.870159 0.833117 21380
------------------------------------------------------------------------
Classification report for turbine 18, turbine category 0
precision recall f1-score support
10 0.000000 0.000000 0.000000 0
11 0.000000 0.000000 0.000000 0
12 0.000000 0.000000 0.000000 0
13 0.000000 0.000000 0.000000 0
14 0.000000 0.000000 0.000000 0
15 0.000000 0.000000 0.000000 0
16 0.000000 0.000000 0.000000 0
17 0.000000 0.000000 0.000000 0
18 0.000000 0.000000 0.000000 0
19 0.977861 0.989818 0.983803 20527
20 0.726930 0.452521 0.557803 853
avg / total 0.967850 0.968382 0.966807 21380
Classification report for turbine 18, turbine category 1
precision recall f1-score support
10 0.000000 0.000000 0.000000 0
11 0.000000 0.000000 0.000000 0
12 0.000000 0.000000 0.000000 0
13 0.000000 0.000000 0.000000 0
14 0.000000 0.000000 0.000000 0
15 0.000000 0.000000 0.000000 0
16 0.000000 0.000000 0.000000 0
17 0.000000 0.000000 0.000000 0
18 0.000000 0.000000 0.000000 0
19 0.977858 0.981049 0.979451 20527
20 0.697581 0.405627 0.512973 853
avg / total 0.966675 0.958092 0.960840 21380
Classification report for turbine 18, turbine category 2
precision recall f1-score support
19 0.977836 0.992985 0.985352 20527
20 0.730841 0.458382 0.563401 853
avg / total 0.967982 0.971656 0.968518 21380
Classification report for turbine 18, turbine category 3
precision recall f1-score support
10 0.425532 0.256410 0.320000 78
11 0.000000 0.000000 0.000000 36
12 0.000000 0.000000 0.000000 36
13 0.000000 0.000000 0.000000 36
14 0.000000 0.000000 0.000000 36
15 0.000000 0.000000 0.000000 36
16 0.000000 0.000000 0.000000 36
17 0.000000 0.000000 0.000000 36
18 0.000000 0.000000 0.000000 36
19 0.964482 0.990497 0.977317 20205
20 0.678937 0.410383 0.511556 809
avg / total 0.938719 0.952526 0.944130 21380
Classification report for turbine 18, turbine category 4
precision recall f1-score support
10 0.018519 0.045455 0.026316 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 0.959352 0.991213 0.975023 20144
20 0.688172 0.388350 0.496509 824
avg / total 0.930433 0.948924 0.937818 21380
Classification report for turbine 18, turbine category 5
precision recall f1-score support
13 0.000000 0.000000 0.000000 0
14 0.000000 0.000000 0.000000 0
15 0.000000 0.000000 0.000000 0
18 0.000000 0.000000 0.000000 0
19 0.977830 0.992693 0.985205 20527
20 0.730841 0.458382 0.563401 853
avg / total 0.967976 0.971375 0.968376 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 0.000000 0.000000 0.000000 36
14 0.000000 0.000000 0.000000 36
15 0.000000 0.000000 0.000000 36
16 0.000000 0.000000 0.000000 36
17 0.000000 0.000000 0.000000 36
18 0.000000 0.000000 0.000000 36
19 0.964165 0.987698 0.975790 20240
20 0.718563 0.426036 0.534918 845
avg / total 0.941155 0.951871 0.944901 21380
Classification report for turbine 18, turbine category 7
precision recall f1-score support
10 0.000000 0.000000 0.000000 0
11 0.000000 0.000000 0.000000 0
13 0.000000 0.000000 0.000000 0
14 0.000000 0.000000 0.000000 0
15 0.000000 0.000000 0.000000 0
19 0.977846 0.991280 0.984517 20527
20 0.727955 0.454865 0.559885 853
avg / total 0.967876 0.969878 0.967576 21380
Classification report for turbine 18, turbine category 8
precision recall f1-score support
10 0.333333 0.015000 0.028708 200
11 0.000000 0.000000 0.000000 415
12 0.065217 0.007772 0.013889 386
13 0.000000 0.000000 0.000000 301
14 0.000000 0.000000 0.000000 261
15 0.000000 0.000000 0.000000 252
16 0.029412 0.003968 0.006993 252
17 0.000000 0.000000 0.000000 252
18 0.000000 0.000000 0.000000 226
19 0.867569 0.983172 0.921760 18184
20 0.431862 0.345622 0.383959 651
avg / total 0.755672 0.847053 0.796263 21380
Classification report for turbine 18, turbine category 9
precision recall f1-score support
10 0.000000 0.000000 0.000000 0
11 0.000000 0.000000 0.000000 0
12 0.000000 0.000000 0.000000 0
13 0.000000 0.000000 0.000000 0
14 0.000000 0.000000 0.000000 0
15 0.000000 0.000000 0.000000 0
16 0.000000 0.000000 0.000000 0
17 0.000000 0.000000 0.000000 0
18 0.000000 0.000000 0.000000 0
19 0.977699 0.986749 0.982203 20527
20 0.654930 0.327081 0.436278 853
avg / total 0.964822 0.960430 0.960423 21380
Classification report for turbine 18, turbine category 10
precision recall f1-score support
19 0.977836 0.992985 0.985352 20527
20 0.730841 0.458382 0.563401 853
avg / total 0.967982 0.971656 0.968518 21380
Classification report for turbine 18, turbine category 11
precision recall f1-score support
10 0.100000 0.055556 0.071429 18
11 0.068966 0.018519 0.029197 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 0.939288 0.984522 0.961374 19706
20 0.676311 0.472222 0.556134 792
avg / total 0.891230 0.925070 0.906910 21380
Classification report for turbine 18, turbine category 12
precision recall f1-score support
19 0.977836 0.992985 0.985352 20527
20 0.730841 0.458382 0.563401 853
avg / total 0.967982 0.971656 0.968518 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 0.964356 0.992887 0.978414 20246
20 0.715888 0.460890 0.560761 831
avg / total 0.941032 0.958138 0.948314 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 0.790187 0.993822 0.880382 15378
20 0.964215 0.339933 0.502656 5707
avg / total 0.825737 0.805566 0.767408 21380
Classification report for turbine 18, turbine category 1
precision recall f1-score support
10 0.000000 0.000000 0.000000 0
11 0.000000 0.000000 0.000000 0
12 0.000000 0.000000 0.000000 0
13 0.000000 0.000000 0.000000 0
14 0.000000 0.000000 0.000000 0
15 0.000000 0.000000 0.000000 0
16 0.000000 0.000000 0.000000 0
17 0.000000 0.000000 0.000000 0
18 0.000000 0.000000 0.000000 0
19 0.874576 0.988127 0.927891 15666
20 0.963994 0.351418 0.515070 5714
avg / total 0.898474 0.817961 0.817561 21380
Classification report for turbine 18, turbine category 2
precision recall f1-score support
19 0.805277 0.995468 0.890329 15666
20 0.964747 0.340042 0.502847 5714
avg / total 0.847897 0.820299 0.786771 21380
Classification report for turbine 18, turbine category 3
precision recall f1-score support
10 0.655172 0.003217 0.006402 5907
11 0.000000 0.000000 0.000000 36
12 0.000000 0.000000 0.000000 36
13 0.000000 0.000000 0.000000 36
14 0.000000 0.000000 0.000000 36
15 0.000000 0.000000 0.000000 36
16 0.000000 0.000000 0.000000 36
17 0.000000 0.000000 0.000000 36
18 0.000000 0.000000 0.000000 36
19 0.768463 0.991643 0.865904 14837
20 0.059435 0.344828 0.101394 348
avg / total 0.715270 0.694668 0.604327 21380
Classification report for turbine 18, turbine category 4
precision recall f1-score support
10 0.000000 0.000000 0.000000 0
11 0.000000 0.000000 0.000000 0
12 0.000000 0.000000 0.000000 0
13 0.000000 0.000000 0.000000 0
14 0.000000 0.000000 0.000000 0
15 0.000000 0.000000 0.000000 0
19 0.804853 0.993042 0.889098 15666
20 0.968553 0.323416 0.484912 5714
avg / total 0.848603 0.814079 0.781076 21380
Classification report for turbine 18, turbine category 5
precision recall f1-score support
10 0.000000 0.000000 0.000000 0
13 0.000000 0.000000 0.000000 0
15 0.000000 0.000000 0.000000 0
16 0.000000 0.000000 0.000000 0
19 0.805415 0.995021 0.890234 15666
20 0.962004 0.305740 0.464011 5714
avg / total 0.847265 0.810804 0.776322 21380
Classification report for turbine 18, turbine category 6
precision recall f1-score support
10 0.000000 0.000000 0.000000 0
11 0.000000 0.000000 0.000000 0
12 0.000000 0.000000 0.000000 0
13 0.000000 0.000000 0.000000 0
14 0.000000 0.000000 0.000000 0
16 0.000000 0.000000 0.000000 0
17 0.000000 0.000000 0.000000 0
18 0.000000 0.000000 0.000000 0
19 0.806326 0.992595 0.889817 15666
20 0.965440 0.303115 0.461375 5714
avg / total 0.848851 0.808326 0.775312 21380
Classification report for turbine 18, turbine category 7
precision recall f1-score support
10 0.000000 0.000000 0.000000 0
11 0.000000 0.000000 0.000000 0
12 0.000000 0.000000 0.000000 0
13 0.000000 0.000000 0.000000 0
19 0.804995 0.993681 0.889441 15666
20 0.966533 0.338642 0.501555 5714
avg / total 0.848168 0.818616 0.785775 21380
Classification report for turbine 18, turbine category 8
precision recall f1-score support
10 0.000000 0.000000 0.000000 52
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 0.129032 0.055556 0.077670 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 0.775462 0.978730 0.865319 15092
20 0.941860 0.329152 0.487824 5660
avg / total 0.797170 0.778204 0.740228 21380
Classification report for turbine 18, turbine category 9
precision recall f1-score support
10 0.000000 0.000000 0.000000 0
11 0.000000 0.000000 0.000000 0
12 0.000000 0.000000 0.000000 0
13 0.000000 0.000000 0.000000 0
14 0.000000 0.000000 0.000000 0
15 0.000000 0.000000 0.000000 0
16 0.000000 0.000000 0.000000 0
17 0.000000 0.000000 0.000000 0
18 0.000000 0.000000 0.000000 0
19 0.803582 0.991063 0.887530 15666
20 0.913097 0.130557 0.228449 5714
avg / total 0.832851 0.761085 0.711384 21380
Classification report for turbine 18, turbine category 10
precision recall f1-score support
19 0.805277 0.995468 0.890329 15666
20 0.964747 0.340042 0.502847 5714
avg / total 0.847897 0.820299 0.786771 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 0.000000 0.000000 0.000000 36
17 0.000000 0.000000 0.000000 36
18 0.000000 0.000000 0.000000 36
19 0.791634 0.986930 0.878560 15379
20 0.959745 0.342622 0.504972 5706
avg / total 0.825577 0.801356 0.766733 21380
Classification report for turbine 18, turbine category 12
precision recall f1-score support
19 0.805277 0.995468 0.890329 15666
20 0.964747 0.340042 0.502847 5714
avg / total 0.847897 0.820299 0.786771 21380
Classification report for turbine 18, turbine category 13
precision recall f1-score support
10 0.000000 0.000000 0.000000 0
12 0.000000 0.000000 0.000000 0
19 0.805277 0.995468 0.890329 15666
20 0.965209 0.339867 0.502718 5714
avg / total 0.848020 0.820253 0.786736 21380
------------------------------------------------------------------------
Classification report for turbine 19, turbine category 0
precision recall f1-score support
10 0.000000 0.000000 0.000000 0
11 0.000000 0.000000 0.000000 0
12 0.000000 0.000000 0.000000 0
13 0.000000 0.000000 0.000000 0
14 0.000000 0.000000 0.000000 0
15 0.000000 0.000000 0.000000 0
16 0.000000 0.000000 0.000000 0
17 0.000000 0.000000 0.000000 0
18 0.000000 0.000000 0.000000 0
19 0.982300 0.964394 0.973265 21120
20 0.429698 0.468481 0.448252 698
avg / total 0.964622 0.948529 0.956469 21818
Classification report for turbine 19, turbine category 1
precision recall f1-score support
10 0.000000 0.000000 0.000000 0
11 0.000000 0.000000 0.000000 0
12 0.000000 0.000000 0.000000 0
13 0.000000 0.000000 0.000000 0
14 0.000000 0.000000 0.000000 0
15 0.000000 0.000000 0.000000 0
16 0.000000 0.000000 0.000000 0
17 0.000000 0.000000 0.000000 0
18 0.000000 0.000000 0.000000 0
19 0.982378 0.974006 0.978174 21120
20 0.436340 0.471347 0.453168 698
avg / total 0.964909 0.957925 0.961378 21818
Classification report for turbine 19, turbine category 2
precision recall f1-score support
19 0.982477 0.979593 0.981033 21120
20 0.432895 0.471347 0.451303 698
avg / total 0.964895 0.963333 0.964086 21818
Classification report for turbine 19, turbine category 3
precision recall f1-score support
11 0.000000 0.000000 0.000000 0
16 0.000000 0.000000 0.000000 0
18 0.000000 0.000000 0.000000 0
19 0.982477 0.979593 0.981033 21120
20 0.434610 0.471347 0.452234 698
avg / total 0.964950 0.963333 0.964115 21818
Classification report for turbine 19, turbine category 4
precision recall f1-score support
10 0.000000 0.000000 0.000000 0
11 0.000000 0.000000 0.000000 0
12 0.000000 0.000000 0.000000 0
13 0.000000 0.000000 0.000000 0
14 0.000000 0.000000 0.000000 0
15 0.000000 0.000000 0.000000 0
16 0.000000 0.000000 0.000000 0
17 0.000000 0.000000 0.000000 0
18 0.000000 0.000000 0.000000 0
19 0.982849 0.971402 0.977092 21120
20 0.355805 0.136103 0.196891 698
avg / total 0.962789 0.944679 0.952132 21818
Classification report for turbine 19, turbine category 5
precision recall f1-score support
19 0.982477 0.979593 0.981033 21120
20 0.432895 0.471347 0.451303 698
avg / total 0.964895 0.963333 0.964086 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 0.956169 0.979519 0.967703 20556
20 0.413158 0.467958 0.438854 671
avg / total 0.913568 0.937254 0.925226 21818
Classification report for turbine 19, turbine category 7
precision recall f1-score support
19 0.982477 0.979593 0.981033 21120
20 0.432895 0.471347 0.451303 698
avg / total 0.964895 0.963333 0.964086 21818
Classification report for turbine 19, turbine category 8
precision recall f1-score support
10 0.111111 0.025641 0.041667 78
11 0.000000 0.000000 0.000000 144
12 0.000000 0.000000 0.000000 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 0.000000 0.000000 0.000000 108
17 0.002421 0.009259 0.003839 108
18 0.000000 0.000000 0.000000 108
19 0.938526 0.943737 0.941124 20173
20 0.392761 0.452859 0.420675 647
avg / total 0.879821 0.886149 0.882810 21818
Classification report for turbine 19, turbine category 9
precision recall f1-score support
10 0.185714 0.106122 0.135065 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 0.000000 0.000000 0.000000 36
16 0.000000 0.000000 0.000000 36
17 0.000000 0.000000 0.000000 36
18 0.000000 0.000000 0.000000 36
19 0.970289 0.953790 0.961969 20818
20 0.164425 0.235546 0.193662 467
avg / total 0.931422 0.916308 0.923540 21818
Classification report for turbine 19, turbine category 10
precision recall f1-score support
19 0.982477 0.979593 0.981033 21120
20 0.432895 0.471347 0.451303 698
avg / total 0.964895 0.963333 0.964086 21818
Classification report for turbine 19, turbine category 11
precision recall f1-score support
10 0.000000 0.000000 0.000000 52
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 0.050000 0.003472 0.006494 288
15 0.000000 0.000000 0.000000 288
16 0.000000 0.000000 0.000000 257
17 0.000000 0.000000 0.000000 252
18 0.000000 0.000000 0.000000 252
19 0.883691 0.974136 0.926712 18945
20 0.408971 0.500000 0.449927 620
avg / total 0.779608 0.860116 0.817553 21818
Classification report for turbine 19, turbine category 12
precision recall f1-score support
19 0.982477 0.979593 0.981033 21120
20 0.432895 0.471347 0.451303 698
avg / total 0.964895 0.963333 0.964086 21818
Classification report for turbine 19, turbine category 13
precision recall f1-score support
19 0.982477 0.979593 0.981033 21120
20 0.432895 0.471347 0.451303 698
avg / total 0.964895 0.963333 0.964086 21818
------------------------------------------------------------------------
Classification report for turbine 19, turbine category 0
precision recall f1-score support
10 0.583333 0.087500 0.152174 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 0.909230 0.973505 0.940270 18305
20 0.703170 0.681882 0.692362 2147
avg / total 0.836305 0.884499 0.858121 21818
Classification report for turbine 19, turbine category 1
precision recall f1-score support
11 0.000000 0.000000 0.000000 0
12 0.000000 0.000000 0.000000 0
13 0.000000 0.000000 0.000000 0
14 0.000000 0.000000 0.000000 0
17 0.000000 0.000000 0.000000 0
18 0.000000 0.000000 0.000000 0
19 0.960803 0.978158 0.969403 19321
20 0.820732 0.691229 0.750435 2497
avg / total 0.944773 0.945320 0.944343 21818
Classification report for turbine 19, turbine category 2
precision recall f1-score support
19 0.960934 0.980281 0.970511 19321
20 0.819260 0.691630 0.750054 2497
avg / total 0.944719 0.947245 0.945280 21818
Classification report for turbine 19, turbine category 3
precision recall f1-score support
10 0.000000 0.000000 0.000000 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 0.947539 0.981553 0.964246 19027
20 0.662868 0.691431 0.676848 2019
avg / total 0.887669 0.919974 0.903532 21818
Classification report for turbine 19, turbine category 4
precision recall f1-score support
10 0.000000 0.000000 0.000000 0
11 0.000000 0.000000 0.000000 0
12 0.000000 0.000000 0.000000 0
13 0.000000 0.000000 0.000000 0
14 0.000000 0.000000 0.000000 0
15 0.000000 0.000000 0.000000 0
19 0.960691 0.972724 0.966670 19321
20 0.870202 0.499399 0.634606 2497
avg / total 0.950335 0.918553 0.928666 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 0.946829 0.979993 0.963125 19043
20 0.801233 0.696782 0.745366 2424
avg / total 0.915421 0.932762 0.923438 21818
Classification report for turbine 19, turbine category 6
precision recall f1-score support
10 0.000000 0.000000 0.000000 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 0.933604 0.982518 0.957437 18705
20 0.336817 0.523247 0.409827 1355
avg / total 0.821315 0.874828 0.846282 21818
Classification report for turbine 19, turbine category 7
precision recall f1-score support
19 0.960934 0.980281 0.970511 19321
20 0.819260 0.691630 0.750054 2497
avg / total 0.944719 0.947245 0.945280 21818
Classification report for turbine 19, turbine category 8
precision recall f1-score support
10 0.000000 0.000000 0.000000 43
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 0.052632 0.006944 0.012270 144
15 0.076923 0.006944 0.012739 144
16 0.000000 0.000000 0.000000 144
17 0.000000 0.000000 0.000000 144
18 0.066667 0.013889 0.022989 144
19 0.919073 0.972384 0.944977 18395
20 0.739110 0.692998 0.715312 2228
avg / total 0.851652 0.890778 0.870083 21818
Classification report for turbine 19, turbine category 9
precision recall f1-score support
10 0.000894 0.002747 0.001350 364
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 0.166667 0.006944 0.013333 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 0.908868 0.972689 0.939696 18271
20 0.526608 0.233875 0.323900 2031
avg / total 0.811247 0.836419 0.817189 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 0.933130 0.979966 0.955975 18768
20 0.780835 0.703118 0.739942 2341
avg / total 0.886466 0.918416 0.901730 21818
Classification report for turbine 19, turbine category 11
precision recall f1-score support
10 0.066667 0.062500 0.064516 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 0.027778 0.009259 0.013889 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 0.920614 0.961884 0.940796 18470
20 0.806602 0.702998 0.751245 2468
avg / total 0.870771 0.893895 0.881525 21818
Classification report for turbine 19, turbine category 12
precision recall f1-score support
19 0.960934 0.980281 0.970511 19321
20 0.819260 0.691630 0.750054 2497
avg / total 0.944719 0.947245 0.945280 21818
Classification report for turbine 19, turbine category 13
precision recall f1-score support
19 0.960934 0.980281 0.970511 19321
20 0.819260 0.691630 0.750054 2497
avg / total 0.944719 0.947245 0.945280 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 0.000000 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 0.819170 0.983182 0.893713 15638
20 0.840278 0.435747 0.573889 5276
avg / total 0.790333 0.810065 0.779344 21818
Classification report for turbine 19, turbine category 1
precision recall f1-score support
10 0.174603 0.081481 0.111111 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 0.800330 0.982955 0.882291 15312
20 0.902489 0.482062 0.628443 5491
avg / total 0.789888 0.811669 0.778046 21818
Classification report for turbine 19, turbine category 2
precision recall f1-score support
19 0.846984 0.984007 0.910368 16195
20 0.913753 0.487996 0.636216 5623
avg / total 0.864192 0.856174 0.839713 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 0.817229 0.983354 0.892628 15619
20 0.916003 0.450739 0.604179 5613
avg / total 0.820690 0.819919 0.794445 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 0.818520 0.982922 0.893219 15693
20 0.902663 0.337192 0.490979 5528
avg / total 0.817442 0.792419 0.766863 21818
Classification report for turbine 19, turbine category 5
precision recall f1-score support
10 0.000000 0.000000 0.000000 0
14 0.000000 0.000000 0.000000 0
15 0.000000 0.000000 0.000000 0
16 0.000000 0.000000 0.000000 0
18 0.000000 0.000000 0.000000 0
19 0.846959 0.983822 0.910275 16195
20 0.914439 0.486573 0.635171 5623
avg / total 0.864350 0.855670 0.839374 21818
Classification report for turbine 19, turbine category 6
precision recall f1-score support
10 0.000000 0.000000 0.000000 32
11 0.000000 0.000000 0.000000 72
12 0.000000 0.000000 0.000000 72
13 0.000000 0.000000 0.000000 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 0.817514 0.982219 0.892330 15635
20 0.915053 0.483049 0.632308 5575
avg / total 0.819656 0.827299 0.801022 21818
Classification report for turbine 19, turbine category 7
precision recall f1-score support
19 0.846984 0.984007 0.910368 16195
20 0.913753 0.487996 0.636216 5623
avg / total 0.864192 0.856174 0.839713 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 0.000000 0.000000 0.000000 108
13 0.000000 0.000000 0.000000 108
14 0.000000 0.000000 0.000000 85
15 0.000000 0.000000 0.000000 72
16 0.000000 0.000000 0.000000 72
17 0.000000 0.000000 0.000000 72
18 0.000000 0.000000 0.000000 72
19 0.818414 0.958426 0.882904 15683
20 0.849527 0.364173 0.509804 5426
avg / total 0.799557 0.779494 0.761425 21818
Classification report for turbine 19, turbine category 9
precision recall f1-score support
10 0.384868 0.268041 0.316003 873
11 0.000000 0.000000 0.000000 360
12 0.000000 0.000000 0.000000 326
13 0.000000 0.000000 0.000000 324
14 0.000000 0.000000 0.000000 318
15 0.083333 0.006944 0.012821 288
16 0.000000 0.000000 0.000000 288
17 0.000000 0.000000 0.000000 286
18 0.000000 0.000000 0.000000 247
19 0.713964 0.945629 0.813627 13739
20 0.873667 0.446635 0.591092 4769
avg / total 0.657056 0.703914 0.654364 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 0.115756 0.250000 0.158242 144
19 0.791222 0.979249 0.875251 15132
20 0.879207 0.438456 0.585117 5362
avg / total 0.765595 0.788569 0.751878 21818
Classification report for turbine 19, turbine category 11
precision recall f1-score support
10 0.000000 0.000000 0.000000 22
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 0.030303 0.009259 0.014184 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 0.018182 0.009259 0.012270 108
19 0.809954 0.964467 0.880483 15338
20 0.896114 0.417533 0.569647 5578
avg / total 0.798737 0.784857 0.764745 21818
Classification report for turbine 19, turbine category 12
precision recall f1-score support
19 0.846984 0.984007 0.910368 16195
20 0.913753 0.487996 0.636216 5623
avg / total 0.864192 0.856174 0.839713 21818
Classification report for turbine 19, turbine category 13
precision recall f1-score support
19 0.846984 0.984007 0.910368 16195
20 0.913753 0.487996 0.636216 5623
avg / total 0.864192 0.856174 0.839713 21818
------------------------------------------------------------------------
Classification report for turbine 19, turbine category 0
precision recall f1-score support
10 0.000000 0.000000 0.000000 102
11 0.000000 0.000000 0.000000 72
12 0.000000 0.000000 0.000000 72
13 0.000000 0.000000 0.000000 72
14 0.000000 0.000000 0.000000 72
15 0.000000 0.000000 0.000000 72
16 0.000000 0.000000 0.000000 72
17 0.000000 0.000000 0.000000 72
18 0.000000 0.000000 0.000000 72
19 0.946712 0.983686 0.964845 19921
20 0.757906 0.570139 0.650749 1219
avg / total 0.906744 0.930012 0.917313 21818
Classification report for turbine 19, turbine category 1
precision recall f1-score support
10 0.000000 0.000000 0.000000 0
11 0.000000 0.000000 0.000000 0
12 0.000000 0.000000 0.000000 0
13 0.000000 0.000000 0.000000 0
14 0.000000 0.000000 0.000000 0
15 0.000000 0.000000 0.000000 0
16 0.000000 0.000000 0.000000 0
17 0.000000 0.000000 0.000000 0
18 0.000000 0.000000 0.000000 0
19 0.975458 0.986349 0.980873 20511
20 0.780172 0.553940 0.647875 1307
avg / total 0.963760 0.960446 0.960925 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 0.970368 0.990393 0.980278 20401
20 0.799197 0.609962 0.691873 1305
avg / total 0.955148 0.962554 0.957996 21818
Classification report for turbine 19, turbine category 3
precision recall f1-score support
10 0.000000 0.000000 0.000000 0
11 0.000000 0.000000 0.000000 0
12 0.000000 0.000000 0.000000 0
13 0.000000 0.000000 0.000000 0
14 0.000000 0.000000 0.000000 0
15 0.000000 0.000000 0.000000 0
16 0.000000 0.000000 0.000000 0
17 0.000000 0.000000 0.000000 0
18 0.000000 0.000000 0.000000 0
19 0.975316 0.986300 0.980777 20511
20 0.803077 0.599082 0.686240 1307
avg / total 0.964998 0.963104 0.963133 21818
Classification report for turbine 19, turbine category 4
precision recall f1-score support
10 0.098361 0.130435 0.112150 184
11 0.000000 0.000000 0.000000 121
12 0.000000 0.000000 0.000000 108
13 0.000000 0.000000 0.000000 108
14 0.000000 0.000000 0.000000 108
15 0.000000 0.000000 0.000000 108
16 0.000000 0.000000 0.000000 108
17 0.000000 0.000000 0.000000 75
18 0.000000 0.000000 0.000000 72
19 0.954881 0.987721 0.971023 20034
20 0.312500 0.309343 0.310914 792
avg / total 0.888976 0.919287 0.903857 21818
Classification report for turbine 19, turbine category 5
precision recall f1-score support
11 0.000000 0.000000 0.000000 0
13 0.000000 0.000000 0.000000 0
14 0.000000 0.000000 0.000000 0
17 0.000000 0.000000 0.000000 0
18 0.000000 0.000000 0.000000 0
19 0.975448 0.989810 0.982577 20511
20 0.800000 0.609028 0.691573 1307
avg / total 0.964938 0.967000 0.965144 21818
Classification report for turbine 19, turbine category 6
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 0.971093 0.985915 0.978448 20376
20 0.700102 0.603707 0.648341 1133
avg / total 0.943267 0.952104 0.947448 21818
Classification report for turbine 19, turbine category 7
precision recall f1-score support
19 0.975459 0.990249 0.982798 20511
20 0.799197 0.609028 0.691272 1307
avg / total 0.964900 0.967412 0.965334 21818
Classification report for turbine 19, turbine category 8
precision recall f1-score support
10 0.233010 0.057971 0.092843 414
11 0.000000 0.000000 0.000000 252
12 0.031746 0.007937 0.012698 252
13 0.023529 0.007937 0.011869 252
14 0.000000 0.000000 0.000000 230
15 0.000000 0.000000 0.000000 216
16 0.000000 0.000000 0.000000 216
17 0.000000 0.000000 0.000000 216
18 0.000000 0.000000 0.000000 215
19 0.885413 0.976391 0.928679 18637
20 0.457763 0.436819 0.447046 918
avg / total 0.780642 0.853699 0.814135 21818
Classification report for turbine 19, turbine category 9
precision recall f1-score support
10 0.000000 0.000000 0.000000 0
11 0.000000 0.000000 0.000000 0
12 0.000000 0.000000 0.000000 0
13 0.000000 0.000000 0.000000 0
14 0.000000 0.000000 0.000000 0
15 0.000000 0.000000 0.000000 0
16 0.000000 0.000000 0.000000 0
17 0.000000 0.000000 0.000000 0
18 0.000000 0.000000 0.000000 0
19 0.975641 0.968553 0.972084 20511
20 0.830986 0.541699 0.655859 1307
avg / total 0.966975 0.942983 0.953141 21818
Classification report for turbine 19, turbine category 10
precision recall f1-score support
10 0.000000 0.000000 0.000000 0
11 0.000000 0.000000 0.000000 0
12 0.000000 0.000000 0.000000 0
13 0.000000 0.000000 0.000000 0
14 0.000000 0.000000 0.000000 0
15 0.000000 0.000000 0.000000 0
16 0.000000 0.000000 0.000000 0
17 0.000000 0.000000 0.000000 0
18 0.000000 0.000000 0.000000 0
19 0.975127 0.982448 0.978774 20511
20 0.802672 0.597552 0.685088 1307
avg / total 0.964796 0.959391 0.961181 21818
Classification report for turbine 19, turbine category 11
precision recall f1-score support
10 0.111111 0.066667 0.083333 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 0.100000 0.005556 0.010526 180
17 0.000000 0.000000 0.000000 180
18 0.000000 0.000000 0.000000 180
19 0.910290 0.977830 0.942852 19125
20 0.757515 0.618152 0.680774 1223
avg / total 0.841373 0.891924 0.864838 21818
Classification report for turbine 19, turbine category 12
precision recall f1-score support
19 0.975459 0.990249 0.982798 20511
20 0.799197 0.609028 0.691272 1307
avg / total 0.964900 0.967412 0.965334 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 0.963452 0.990227 0.976656 20259
20 0.777108 0.616242 0.687389 1256
avg / total 0.939345 0.954945 0.946440 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 0.000000 0.000000 0.000000 36
13 0.000000 0.000000 0.000000 36
14 0.000000 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 0.973250 0.990890 0.981991 20966
20 0.720222 0.466786 0.566449 557
avg / total 0.953683 0.964158 0.958153 21818
Classification report for turbine 19, turbine category 1
precision recall f1-score support
10 0.142857 0.133333 0.137931 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 0.961135 0.992361 0.976499 20684
20 0.705570 0.489871 0.578261 543
avg / total 0.928838 0.953066 0.940231 21818
Classification report for turbine 19, turbine category 2
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 32
17 0.000000 0.000000 0.000000 0
18 0.000000 0.000000 0.000000 0
19 0.978668 0.994686 0.986612 21078
20 0.683673 0.489945 0.570820 547
avg / total 0.962615 0.973233 0.967460 21818
Classification report for turbine 19, turbine category 3
precision recall f1-score support
10 0.000000 0.000000 0.000000 0
11 0.000000 0.000000 0.000000 0
12 0.000000 0.000000 0.000000 0
13 0.000000 0.000000 0.000000 0
14 0.000000 0.000000 0.000000 0
15 0.000000 0.000000 0.000000 0
16 0.000000 0.000000 0.000000 0
17 0.000000 0.000000 0.000000 0
18 0.000000 0.000000 0.000000 0
19 0.986886 0.991390 0.989133 21255
20 0.728000 0.484902 0.582090 563
avg / total 0.980206 0.978321 0.978630 21818
Classification report for turbine 19, turbine category 4
precision recall f1-score support
10 0.177215 0.304348 0.224000 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 0.974130 0.987507 0.980773 20972
20 0.626168 0.392578 0.482593 512
avg / total 0.951425 0.959070 0.954540 21818
Classification report for turbine 19, turbine category 5
precision recall f1-score support
12 0.000000 0.000000 0.000000 0
15 0.000000 0.000000 0.000000 0
17 0.000000 0.000000 0.000000 0
18 0.000000 0.000000 0.000000 0
19 0.986927 0.994495 0.990697 21255
20 0.721228 0.500888 0.591195 563
avg / total 0.980071 0.981758 0.980388 21818
Classification report for turbine 19, turbine category 6
precision recall f1-score support
10 0.855856 0.195072 0.317726 487
11 0.000000 0.000000 0.000000 379
12 0.000000 0.000000 0.000000 360
13 0.000000 0.000000 0.000000 360
14 0.000000 0.000000 0.000000 360
15 0.000000 0.000000 0.000000 360
16 0.000000 0.000000 0.000000 360
17 0.000000 0.000000 0.000000 360
18 0.000000 0.000000 0.000000 360
19 0.845091 0.992603 0.912926 18115
20 0.354571 0.403785 0.377581 317
avg / total 0.725915 0.834357 0.770560 21818
Classification report for turbine 19, turbine category 7
precision recall f1-score support
19 0.986932 0.994872 0.990886 21255
20 0.721939 0.502664 0.592670 563
avg / total 0.980094 0.982171 0.980610 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 0.974413 0.976968 0.975689 20971
20 0.679887 0.432432 0.528634 555
avg / total 0.953880 0.950041 0.951259 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 0.000000 0.000000 0.000000 36
15 0.000000 0.000000 0.000000 36
16 0.000000 0.000000 0.000000 36
17 0.000000 0.000000 0.000000 36
18 0.000000 0.000000 0.000000 36
19 0.973749 0.979738 0.976734 20975
20 0.705882 0.436364 0.539326 550
avg / total 0.953920 0.952883 0.952591 21818
Classification report for turbine 19, turbine category 10
precision recall f1-score support
10 0.000000 0.000000 0.000000 0
11 0.000000 0.000000 0.000000 0
12 0.000000 0.000000 0.000000 0
13 0.000000 0.000000 0.000000 0
14 0.000000 0.000000 0.000000 0
15 0.000000 0.000000 0.000000 0
16 0.000000 0.000000 0.000000 0
17 0.000000 0.000000 0.000000 0
18 0.000000 0.000000 0.000000 0
19 0.986941 0.992049 0.989489 21255
20 0.722798 0.495560 0.587987 563
avg / total 0.980125 0.979237 0.979128 21818
Classification report for turbine 19, turbine category 11
precision recall f1-score support
10 0.250000 0.041667 0.071429 24
11 0.055556 0.006944 0.012346 144
12 0.029412 0.006944 0.011236 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 0.934411 0.982999 0.958089 20116
20 0.633971 0.503802 0.561441 526
avg / total 0.877638 0.918599 0.897119 21818
Classification report for turbine 19, turbine category 12
precision recall f1-score support
19 0.986932 0.994872 0.990886 21255
20 0.721939 0.502664 0.592670 563
avg / total 0.980094 0.982171 0.980610 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 0.973381 0.994133 0.983648 20966
20 0.712435 0.492832 0.582627 558
avg / total 0.953591 0.967916 0.960137 21818
------------------------------------------------------------------------
Classification report for turbine 20, turbine category 0
precision recall f1-score support
10 0.000000 0.000000 0.000000 0
11 0.000000 0.000000 0.000000 0
12 0.000000 0.000000 0.000000 0
13 0.000000 0.000000 0.000000 0
14 0.000000 0.000000 0.000000 0
15 0.000000 0.000000 0.000000 0
16 0.000000 0.000000 0.000000 0
17 0.000000 0.000000 0.000000 0
18 0.000000 0.000000 0.000000 0
19 0.960705 0.983275 0.971859 20687
20 0.543529 0.216495 0.309651 1067
avg / total 0.940243 0.945665 0.939378 21754
Classification report for turbine 20, turbine category 1
precision recall f1-score support
10 0.426752 0.527559 0.471831 127
11 0.000000 0.000000 0.000000 144
12 0.000000 0.000000 0.000000 144
13 0.045455 0.006944 0.012048 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 0.910210 0.982718 0.945075 19558
20 0.394118 0.146129 0.213206 917
avg / total 0.837733 0.892801 0.861495 21754
Classification report for turbine 20, turbine category 2
precision recall f1-score support
19 0.960675 0.990767 0.975489 20687
20 0.544153 0.213683 0.306864 1067
avg / total 0.940245 0.952652 0.942694 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 0.947129 0.990685 0.968418 20397
20 0.517900 0.205882 0.294637 1054
avg / total 0.913141 0.938862 0.922284 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 0.948037 0.990203 0.968662 20415
20 0.535714 0.216554 0.308430 1039
avg / total 0.915270 0.939597 0.923770 21754
Classification report for turbine 20, turbine category 5
precision recall f1-score support
19 0.960675 0.990767 0.975489 20687
20 0.544153 0.213683 0.306864 1067
avg / total 0.940245 0.952652 0.942694 21754
Classification report for turbine 20, turbine category 6
precision recall f1-score support
10 0.163265 0.081633 0.108844 98
11 0.000000 0.000000 0.000000 89
12 0.044444 0.027778 0.034188 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 0.938575 0.981951 0.959773 20167
20 0.491686 0.213402 0.297628 970
avg / total 0.892911 0.920291 0.903630 21754
Classification report for turbine 20, turbine category 7
precision recall f1-score support
19 0.960675 0.990767 0.975489 20687
20 0.544153 0.213683 0.306864 1067
avg / total 0.940245 0.952652 0.942694 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 0.000000 0.000000 0.000000 36
15 0.000000 0.000000 0.000000 36
16 0.000000 0.000000 0.000000 36
17 0.000000 0.000000 0.000000 36
18 0.058824 0.055556 0.057143 36
19 0.945904 0.979382 0.962352 20371
20 0.509852 0.194915 0.282016 1062
avg / total 0.910756 0.926726 0.915033 21754
Classification report for turbine 20, turbine category 9
precision recall f1-score support
10 0.032787 0.010526 0.015936 190
11 0.000000 0.000000 0.000000 108
12 0.000000 0.000000 0.000000 108
13 0.000000 0.000000 0.000000 108
14 0.000000 0.000000 0.000000 108
15 0.000000 0.000000 0.000000 108
16 0.000000 0.000000 0.000000 108
17 0.000000 0.000000 0.000000 108
18 0.000000 0.000000 0.000000 108
19 0.920977 0.990068 0.954274 19835
20 0.551532 0.228902 0.323529 865
avg / total 0.861951 0.911924 0.883097 21754
Classification report for turbine 20, turbine category 10
precision recall f1-score support
19 0.960675 0.990767 0.975489 20687
20 0.544153 0.213683 0.306864 1067
avg / total 0.940245 0.952652 0.942694 21754
Classification report for turbine 20, turbine category 11
precision recall f1-score support
10 0.333333 0.038462 0.068966 52
11 0.058824 0.010417 0.017699 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 0.041667 0.003472 0.006410 288
17 0.000000 0.000000 0.000000 288
18 0.032258 0.003472 0.006270 288
19 0.864585 0.984069 0.920466 18517
20 0.492958 0.238365 0.321347 881
avg / total 0.758453 0.847614 0.797081 21754
Classification report for turbine 20, turbine category 12
precision recall f1-score support
19 0.960675 0.990767 0.975489 20687
20 0.544153 0.213683 0.306864 1067
avg / total 0.940245 0.952652 0.942694 21754
Classification report for turbine 20, turbine category 13
precision recall f1-score support
19 0.960675 0.990767 0.975489 20687
20 0.544153 0.213683 0.306864 1067
avg / total 0.940245 0.952652 0.942694 21754
------------------------------------------------------------------------
Classification report for turbine 20, turbine category 0
precision recall f1-score support
10 0.004831 0.090909 0.009174 11
11 0.000000 0.000000 0.000000 36
12 0.000000 0.000000 0.000000 36
13 0.000000 0.000000 0.000000 36
14 0.000000 0.000000 0.000000 36
15 0.000000 0.000000 0.000000 36
16 0.000000 0.000000 0.000000 36
17 0.000000 0.000000 0.000000 36
18 0.000000 0.000000 0.000000 36
19 0.834828 0.969303 0.897054 16712
20 0.784152 0.340080 0.474412 4743
avg / total 0.812307 0.818838 0.792581 21754
Classification report for turbine 20, turbine category 1
precision recall f1-score support
10 0.044843 0.144928 0.068493 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 0.000000 0.000000 0.000000 36
16 0.000000 0.000000 0.000000 36
17 0.000000 0.000000 0.000000 36
18 0.050000 0.083333 0.062500 36
19 0.842392 0.954886 0.895119 16669
20 0.804547 0.389171 0.524590 4728
avg / total 0.820568 0.816861 0.800219 21754
Classification report for turbine 20, turbine category 2
precision recall f1-score support
19 0.849361 0.974232 0.907522 16998
20 0.805937 0.382464 0.518751 4756
avg / total 0.839868 0.844856 0.822526 21754
Classification report for turbine 20, turbine category 3
precision recall f1-score support
10 0.000000 0.000000 0.000000 0
11 0.000000 0.000000 0.000000 0
12 0.000000 0.000000 0.000000 0
17 0.000000 0.000000 0.000000 0
19 0.848769 0.973703 0.906954 16998
20 0.803315 0.376997 0.513165 4756
avg / total 0.838832 0.843247 0.820861 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 0.000000 0.000000 0.000000 36
17 0.000000 0.000000 0.000000 36
18 0.000000 0.000000 0.000000 36
19 0.833701 0.972111 0.897602 16709
20 0.803930 0.382247 0.518135 4709
avg / total 0.814380 0.829411 0.801596 21754
Classification report for turbine 20, turbine category 5
precision recall f1-score support
19 0.849361 0.974232 0.907522 16998
20 0.805937 0.382464 0.518751 4756
avg / total 0.839868 0.844856 0.822526 21754
Classification report for turbine 20, turbine category 6
precision recall f1-score support
10 0.053571 0.004983 0.009119 602
11 0.000000 0.000000 0.000000 36
12 0.000000 0.000000 0.000000 36
13 0.000000 0.000000 0.000000 36
14 0.000000 0.000000 0.000000 36
15 0.000000 0.000000 0.000000 36
16 0.000000 0.000000 0.000000 36
17 0.000000 0.000000 0.000000 36
18 0.000000 0.000000 0.000000 36
19 0.854496 0.966421 0.907018 16796
20 0.677138 0.381514 0.488050 4068
avg / total 0.787853 0.817643 0.791816 21754
Classification report for turbine 20, turbine category 7
precision recall f1-score support
19 0.849361 0.974232 0.907522 16998
20 0.805937 0.382464 0.518751 4756
avg / total 0.839868 0.844856 0.822526 21754
Classification report for turbine 20, turbine category 8
precision recall f1-score support
10 0.019048 0.018349 0.018692 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 0.849076 0.966307 0.903907 16977
20 0.745841 0.380391 0.503824 4243
avg / total 0.808194 0.828399 0.803778 21754
Classification report for turbine 20, turbine category 9
precision recall f1-score support
10 0.923913 0.277081 0.426312 3988
11 0.000000 0.000000 0.000000 532
12 0.000000 0.000000 0.000000 401
13 0.000000 0.000000 0.000000 344
14 0.000000 0.000000 0.000000 288
15 0.000000 0.000000 0.000000 288
16 0.000000 0.000000 0.000000 239
17 0.000000 0.000000 0.000000 216
18 0.000000 0.000000 0.000000 216
19 0.725916 0.977056 0.832968 14383
20 0.236431 0.299185 0.264132 859
avg / total 0.658661 0.708605 0.639312 21754
Classification report for turbine 20, turbine category 10
precision recall f1-score support
19 0.849361 0.974232 0.907522 16998
20 0.805937 0.382464 0.518751 4756
avg / total 0.839868 0.844856 0.822526 21754
Classification report for turbine 20, turbine category 11
precision recall f1-score support
10 0.142857 0.083333 0.105263 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 0.052830 0.388889 0.093023 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 0.828542 0.914412 0.869362 16451
20 0.807890 0.399576 0.534696 4715
avg / total 0.801924 0.779443 0.773693 21754
Classification report for turbine 20, turbine category 12
precision recall f1-score support
19 0.849361 0.974232 0.907522 16998
20 0.805937 0.382464 0.518751 4756
avg / total 0.839868 0.844856 0.822526 21754
Classification report for turbine 20, turbine category 13
precision recall f1-score support
19 0.849361 0.974232 0.907522 16998
20 0.805937 0.382464 0.518751 4756
avg / total 0.839868 0.844856 0.822526 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 0.858250 0.958976 0.905821 15942
20 0.807158 0.626624 0.705525 5003
avg / total 0.814582 0.846879 0.826071 21754
Classification report for turbine 20, turbine category 1
precision recall f1-score support
10 0.168831 0.236364 0.196970 55
11 0.000000 0.000000 0.000000 271
12 0.014493 0.003968 0.006231 252
13 0.000000 0.000000 0.000000 250
14 0.000000 0.000000 0.000000 172
15 0.000000 0.000000 0.000000 144
16 0.000000 0.000000 0.000000 144
17 0.000000 0.000000 0.000000 144
18 0.000000 0.000000 0.000000 142
19 0.830040 0.937950 0.880702 15407
20 0.773028 0.636497 0.698150 4773
avg / total 0.758069 0.804588 0.777496 21754
Classification report for turbine 20, turbine category 2
precision recall f1-score support
19 0.892511 0.960572 0.925292 16562
20 0.833800 0.630971 0.718342 5192
avg / total 0.878498 0.881907 0.875899 21754
Classification report for turbine 20, turbine category 3
precision recall f1-score support
10 0.000000 0.000000 0.000000 0
18 0.000000 0.000000 0.000000 0
19 0.892418 0.960150 0.925046 16562
20 0.833461 0.629430 0.717217 5192
avg / total 0.878347 0.881217 0.875444 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 0.891588 0.958240 0.923713 16547
20 0.778768 0.622380 0.691847 4915
avg / total 0.854130 0.869495 0.858928 21754
Classification report for turbine 20, turbine category 5
precision recall f1-score support
19 0.892511 0.960572 0.925292 16562
20 0.833800 0.630971 0.718342 5192
avg / total 0.878498 0.881907 0.875899 21754
Classification report for turbine 20, turbine category 6
precision recall f1-score support
10 0.003135 0.083333 0.006042 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 0.142857 0.019802 0.034783 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 0.863582 0.947139 0.903433 16061
20 0.800923 0.562855 0.661110 4932
avg / total 0.819831 0.827020 0.817055 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 0.841403 0.959933 0.896768 15624
20 0.754136 0.640510 0.692694 4626
avg / total 0.764673 0.825641 0.791372 21754
Classification report for turbine 20, turbine category 8
precision recall f1-score support
10 0.220000 0.039391 0.066819 1117
11 0.000000 0.000000 0.000000 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 0.011299 0.022222 0.014981 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 0.815778 0.954255 0.879600 15193
20 0.634165 0.422398 0.507060 3911
avg / total 0.695141 0.744599 0.709028 21754
Classification report for turbine 20, turbine category 9
precision recall f1-score support
10 0.122300 0.659498 0.206336 558
11 0.000000 0.000000 0.000000 147
12 0.000000 0.000000 0.000000 108
13 0.000000 0.000000 0.000000 108
14 0.000000 0.000000 0.000000 108
15 0.000000 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 0.866632 0.936974 0.900431 15930
20 0.670232 0.172358 0.274202 4363
avg / total 0.772176 0.737611 0.719654 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 0.877195 0.960206 0.916825 16284
20 0.832782 0.632148 0.718726 5176
avg / total 0.854773 0.869173 0.857300 21754
Classification report for turbine 20, turbine category 11
precision recall f1-score support
10 0.125000 0.076923 0.095238 13
11 0.041667 0.013889 0.020833 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 0.023810 0.013889 0.017544 72
19 0.860856 0.935107 0.896446 16011
20 0.828937 0.615832 0.706668 5154
avg / total 0.830277 0.834283 0.827396 21754
Classification report for turbine 20, turbine category 12
precision recall f1-score support
19 0.892511 0.960572 0.925292 16562
20 0.833800 0.630971 0.718342 5192
avg / total 0.878498 0.881907 0.875899 21754
Classification report for turbine 20, turbine category 13
precision recall f1-score support
19 0.892511 0.960572 0.925292 16562
20 0.833800 0.630971 0.718342 5192
avg / total 0.878498 0.881907 0.875899 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 0.914174 0.988249 0.949769 19487
20 0.694079 0.214105 0.327259 1971
avg / total 0.881794 0.904661 0.880444 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 0.922339 0.984170 0.952252 19646
20 0.681282 0.222835 0.335827 1813
avg / total 0.889742 0.907373 0.887965 21754
Classification report for turbine 20, turbine category 2
precision recall f1-score support
19 0.926872 0.990747 0.957746 19778
20 0.701468 0.217611 0.332175 1976
avg / total 0.906398 0.920520 0.900923 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 0.914790 0.990472 0.951128 19521
20 0.663948 0.210336 0.319466 1935
avg / total 0.879946 0.907511 0.881913 21754
Classification report for turbine 20, turbine category 4
precision recall f1-score support
11 0.000000 0.000000 0.000000 0
12 0.000000 0.000000 0.000000 0
13 0.000000 0.000000 0.000000 0
15 0.000000 0.000000 0.000000 0
16 0.000000 0.000000 0.000000 0
17 0.000000 0.000000 0.000000 0
19 0.927060 0.990292 0.957634 19778
20 0.691792 0.209008 0.321026 1976
avg / total 0.905690 0.919325 0.899808 21754
Classification report for turbine 20, turbine category 5
precision recall f1-score support
19 0.926872 0.990747 0.957746 19778
20 0.701468 0.217611 0.332175 1976
avg / total 0.906398 0.920520 0.900923 21754
Classification report for turbine 20, turbine category 6
precision recall f1-score support
10 0.000000 0.000000 0.000000 22
11 0.000000 0.000000 0.000000 123
12 0.066667 0.009259 0.016260 108
13 0.050000 0.009259 0.015625 108
14 0.000000 0.000000 0.000000 83
15 0.000000 0.000000 0.000000 72
16 0.000000 0.000000 0.000000 72
17 0.000000 0.000000 0.000000 72
18 0.000000 0.000000 0.000000 79
19 0.895701 0.987445 0.939338 19116
20 0.604317 0.176935 0.273727 1899
avg / total 0.840416 0.883240 0.849482 21754
Classification report for turbine 20, turbine category 7
precision recall f1-score support
10 0.000000 0.000000 0.000000 89
11 0.000000 0.000000 0.000000 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 0.912355 0.990195 0.949682 19480
20 0.484740 0.145788 0.224159 1852
avg / total 0.858252 0.899099 0.869493 21754
Classification report for turbine 20, turbine category 8
precision recall f1-score support
10 0.000000 0.000000 0.000000 0
11 0.000000 0.000000 0.000000 0
12 0.000000 0.000000 0.000000 0
13 0.000000 0.000000 0.000000 0
14 0.000000 0.000000 0.000000 0
15 0.000000 0.000000 0.000000 0
16 0.000000 0.000000 0.000000 0
17 0.000000 0.000000 0.000000 0
18 0.000000 0.000000 0.000000 0
19 0.926488 0.981343 0.953127 19778
20 0.697856 0.181174 0.287666 1976
avg / total 0.905721 0.908660 0.892681 21754
Classification report for turbine 20, turbine category 9
precision recall f1-score support
10 0.000000 0.000000 0.000000 0
11 0.000000 0.000000 0.000000 0
12 0.000000 0.000000 0.000000 0
13 0.000000 0.000000 0.000000 0
14 0.000000 0.000000 0.000000 0
15 0.000000 0.000000 0.000000 0
16 0.000000 0.000000 0.000000 0
17 0.000000 0.000000 0.000000 0
18 0.000000 0.000000 0.000000 0
19 0.928015 0.981646 0.954077 19778
20 0.648810 0.110324 0.188581 1976
avg / total 0.902654 0.902501 0.884545 21754
Classification report for turbine 20, turbine category 10
precision recall f1-score support
11 0.000000 0.000000 0.000000 0
12 0.000000 0.000000 0.000000 0
13 0.000000 0.000000 0.000000 0
14 0.000000 0.000000 0.000000 0
15 0.000000 0.000000 0.000000 0
17 0.000000 0.000000 0.000000 0
19 0.926797 0.988371 0.956594 19778
20 0.698697 0.217105 0.331274 1976
avg / total 0.906078 0.918314 0.899794 21754
Classification report for turbine 20, turbine category 11
precision recall f1-score support
10 1.000000 0.062500 0.117647 16
11 0.000000 0.000000 0.000000 108
12 0.000000 0.000000 0.000000 108
13 0.028571 0.009259 0.013986 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 0.892842 0.982272 0.935424 19009
20 0.681747 0.234316 0.348763 1865
avg / total 0.839504 0.878505 0.847445 21754
Classification report for turbine 20, turbine category 12
precision recall f1-score support
19 0.926872 0.990747 0.957746 19778
20 0.701468 0.217611 0.332175 1976
avg / total 0.906398 0.920520 0.900923 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 0.914337 0.991180 0.951209 19502
20 0.681892 0.214689 0.326562 1947
avg / total 0.880714 0.907787 0.881967 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 0.000000 0.000000 0.000000 36
13 0.000000 0.000000 0.000000 36
14 0.000000 0.000000 0.000000 36
15 0.000000 0.000000 0.000000 36
16 0.000000 0.000000 0.000000 36
17 0.000000 0.000000 0.000000 36
18 0.000000 0.000000 0.000000 36
19 0.764227 0.988148 0.861881 15778
20 0.891220 0.201866 0.329172 5682
avg / total 0.787069 0.769422 0.711093 21754
Classification report for turbine 20, turbine category 1
precision recall f1-score support
10 0.519231 0.337500 0.409091 160
11 0.000000 0.000000 0.000000 108
12 0.000000 0.000000 0.000000 108
13 0.200000 0.009259 0.017699 108
14 0.250000 0.009259 0.017857 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 0.735372 0.987346 0.842931 15173
20 0.818718 0.174735 0.288002 5557
avg / total 0.728100 0.735865 0.664683 21754
Classification report for turbine 20, turbine category 2
precision recall f1-score support
19 0.765336 0.991452 0.863842 15793
20 0.895753 0.194598 0.319735 5961
avg / total 0.801072 0.773099 0.714747 21754
Classification report for turbine 20, turbine category 3
precision recall f1-score support
10 0.000000 0.000000 0.000000 634
11 0.000000 0.000000 0.000000 36
12 0.000000 0.000000 0.000000 36
13 0.000000 0.000000 0.000000 36
14 0.000000 0.000000 0.000000 36
15 0.000000 0.000000 0.000000 36
16 0.000000 0.000000 0.000000 36
17 0.000000 0.000000 0.000000 36
18 0.000000 0.000000 0.000000 36
19 0.750465 0.990251 0.853843 15489
20 0.548762 0.132697 0.213715 5343
avg / total 0.669118 0.737657 0.660432 21754
Classification report for turbine 20, turbine category 4
precision recall f1-score support
11 0.000000 0.000000 0.000000 0
17 0.000000 0.000000 0.000000 0
19 0.765290 0.991199 0.863717 15793
20 0.895349 0.193759 0.318577 5961
avg / total 0.800928 0.772685 0.714338 21754
Classification report for turbine 20, turbine category 5
precision recall f1-score support
19 0.765336 0.991452 0.863842 15793
20 0.895753 0.194598 0.319735 5961
avg / total 0.801072 0.773099 0.714747 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 0.058824 0.009259 0.016000 108
17 0.000000 0.000000 0.000000 108
18 0.000000 0.000000 0.000000 108
19 0.735121 0.988008 0.843008 15177
20 0.867717 0.193299 0.316167 5701
avg / total 0.740560 0.740002 0.671073 21754
Classification report for turbine 20, turbine category 7
precision recall f1-score support
10 0.000000 0.000000 0.000000 81
11 0.000000 0.000000 0.000000 180
12 0.000000 0.000000 0.000000 180
13 0.000000 0.000000 0.000000 178
14 0.000000 0.000000 0.000000 144
15 0.000000 0.000000 0.000000 144
16 0.000000 0.000000 0.000000 144
17 0.000000 0.000000 0.000000 144
18 0.000000 0.000000 0.000000 144
19 0.713915 0.990499 0.829766 14736
20 0.854902 0.191935 0.313489 5679
avg / total 0.706778 0.721063 0.643915 21754
Classification report for turbine 20, turbine category 8
precision recall f1-score support
10 0.000000 0.000000 0.000000 0
11 0.000000 0.000000 0.000000 0
12 0.000000 0.000000 0.000000 0
13 0.000000 0.000000 0.000000 0
14 0.000000 0.000000 0.000000 0
15 0.000000 0.000000 0.000000 0
16 0.000000 0.000000 0.000000 0
17 0.000000 0.000000 0.000000 0
19 0.764533 0.986830 0.861573 15793
20 0.899529 0.192250 0.316793 5961
avg / total 0.801524 0.769100 0.712294 21754
Classification report for turbine 20, turbine category 9
precision recall f1-score support
10 0.044834 0.261364 0.076539 88
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 0.746388 0.985531 0.849449 15412
20 0.760546 0.107961 0.189081 5678
avg / total 0.727483 0.727452 0.651469 21754
Classification report for turbine 20, turbine category 10
precision recall f1-score support
13 0.000000 0.000000 0.000000 0
17 0.000000 0.000000 0.000000 0
19 0.765333 0.990819 0.863600 15793
20 0.894615 0.195101 0.320342 5961
avg / total 0.800759 0.772777 0.714737 21754
Classification report for turbine 20, turbine category 11
precision recall f1-score support
10 0.000000 0.000000 0.000000 19
11 0.000000 0.000000 0.000000 108
12 0.000000 0.000000 0.000000 108
13 0.000000 0.000000 0.000000 108
14 0.000000 0.000000 0.000000 108
15 0.000000 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 0.729053 0.985928 0.838253 15065
20 0.882962 0.191009 0.314075 5806
avg / total 0.740538 0.733750 0.664328 21754
Classification report for turbine 20, turbine category 12
precision recall f1-score support
19 0.765336 0.991452 0.863842 15793
20 0.895753 0.194598 0.319735 5961
avg / total 0.801072 0.773099 0.714747 21754
Classification report for turbine 20, turbine category 13
precision recall f1-score support
12 0.000000 0.000000 0.000000 0
13 0.000000 0.000000 0.000000 0
14 0.000000 0.000000 0.000000 0
15 0.000000 0.000000 0.000000 0
16 0.000000 0.000000 0.000000 0
17 0.000000 0.000000 0.000000 0
19 0.765184 0.989996 0.863192 15793
20 0.897138 0.194598 0.319824 5961
avg / total 0.801342 0.772042 0.714299 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 0.958044 0.986569 0.972097 15114
20 0.611855 0.430686 0.505529 743
avg / total 0.928358 0.946789 0.936650 16087
Classification report for turbine 21, turbine category 1
precision recall f1-score support
19 0.972372 0.986764 0.979515 15337
20 0.611855 0.426667 0.502749 750
avg / total 0.955564 0.960651 0.957288 16087
Classification report for turbine 21, turbine category 2
precision recall f1-score support
19 0.972372 0.986764 0.979515 15337
20 0.611855 0.426667 0.502749 750
avg / total 0.955564 0.960651 0.957288 16087
Classification report for turbine 21, turbine category 3
precision recall f1-score support
10 0.000000 0.000000 0.000000 0
11 0.000000 0.000000 0.000000 0
12 0.000000 0.000000 0.000000 0
13 0.000000 0.000000 0.000000 0
15 0.000000 0.000000 0.000000 0
16 0.000000 0.000000 0.000000 0
17 0.000000 0.000000 0.000000 0
19 0.972154 0.985656 0.978858 15337
20 0.635575 0.390667 0.483898 750
avg / total 0.956463 0.957916 0.955783 16087
Classification report for turbine 21, turbine category 4
precision recall f1-score support
10 0.000000 0.000000 0.000000 0
11 0.000000 0.000000 0.000000 0
12 0.000000 0.000000 0.000000 0
14 0.000000 0.000000 0.000000 0
19 0.972365 0.986503 0.979383 15337
20 0.612284 0.425333 0.501967 750
avg / total 0.955578 0.960341 0.957125 16087
Classification report for turbine 21, turbine category 5
precision recall f1-score support
19 0.972372 0.986764 0.979515 15337
20 0.611855 0.426667 0.502749 750
avg / total 0.955564 0.960651 0.957288 16087
Classification report for turbine 21, turbine category 6
precision recall f1-score support
10 0.000000 0.000000 0.000000 0
11 0.000000 0.000000 0.000000 0
12 0.000000 0.000000 0.000000 0
13 0.000000 0.000000 0.000000 0
14 0.000000 0.000000 0.000000 0
15 0.000000 0.000000 0.000000 0
16 0.000000 0.000000 0.000000 0
17 0.000000 0.000000 0.000000 0
18 0.000000 0.000000 0.000000 0
19 0.973149 0.975941 0.974543 15337
20 0.612284 0.425333 0.501967 750
avg / total 0.956325 0.950270 0.952510 16087
Classification report for turbine 21, turbine category 7
precision recall f1-score support
19 0.972372 0.986764 0.979515 15337
20 0.611855 0.426667 0.502749 750
avg / total 0.955564 0.960651 0.957288 16087
Classification report for turbine 21, turbine category 8
precision recall f1-score support
10 0.407507 0.888889 0.558824 171
11 0.005236 0.011364 0.007168 88
12 0.000000 0.000000 0.000000 78
13 0.009662 0.024390 0.013841 82
14 0.011494 0.027027 0.016129 74
15 0.047619 0.037975 0.042254 79
16 0.000000 0.000000 0.000000 76
17 0.000000 0.000000 0.000000 78
18 0.000000 0.000000 0.000000 82
19 0.941546 0.916270 0.928736 14714
20 0.424658 0.164602 0.237245 565
avg / total 0.880798 0.853795 0.864134 16087
Classification report for turbine 21, turbine category 9
precision recall f1-score support
19 0.972372 0.986764 0.979515 15337
20 0.611855 0.426667 0.502749 750
avg / total 0.955564 0.960651 0.957288 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 0.943520 0.986430 0.964498 14886
20 0.608863 0.468148 0.529313 675
avg / total 0.898627 0.932430 0.914702 16087
Classification report for turbine 21, turbine category 11
precision recall f1-score support
10 0.125000 0.058824 0.080000 17
11 0.000000 0.000000 0.000000 101
12 0.006944 0.009709 0.008097 103
13 0.012500 0.019417 0.015209 103
14 0.000000 0.000000 0.000000 116
15 0.000000 0.000000 0.000000 105
16 0.000000 0.000000 0.000000 106
17 0.095745 0.082569 0.088670 109
18 0.000000 0.000000 0.000000 112
19 0.922552 0.932542 0.927520 14498
20 0.602434 0.414226 0.490909 717
avg / total 0.859182 0.859700 0.858619 16087
Classification report for turbine 21, turbine category 12
precision recall f1-score support
19 0.972372 0.986764 0.979515 15337
20 0.611855 0.426667 0.502749 750
avg / total 0.955564 0.960651 0.957288 16087
Classification report for turbine 21, turbine category 13
precision recall f1-score support
19 0.972372 0.986764 0.979515 15337
20 0.611855 0.426667 0.502749 750
avg / total 0.955564 0.960651 0.957288 16087
------------------------------------------------------------------------
Classification report for turbine 21, turbine category 0
precision recall f1-score support
13 0.000000 0.000000 0.000000 0
16 0.000000 0.000000 0.000000 0
19 0.961213 0.987560 0.974209 14630
20 0.829222 0.599863 0.696137 1457
avg / total 0.949259 0.952446 0.949024 16087
Classification report for turbine 21, turbine category 1
precision recall f1-score support
19 0.961283 0.987697 0.974311 14630
20 0.829384 0.600549 0.696656 1457
avg / total 0.949337 0.952633 0.949163 16087
Classification report for turbine 21, turbine category 2
precision recall f1-score support
19 0.961283 0.987697 0.974311 14630
20 0.829384 0.600549 0.696656 1457
avg / total 0.949337 0.952633 0.949163 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 0.960745 0.987688 0.974030 14620
20 0.640950 0.536424 0.584047 1208
avg / total 0.921263 0.937900 0.929064 16087
Classification report for turbine 21, turbine category 4
precision recall f1-score support
11 0.000000 0.000000 0.000000 0
19 0.961277 0.987560 0.974241 14630
20 0.829384 0.600549 0.696656 1457
avg / total 0.949332 0.952508 0.949100 16087
Classification report for turbine 21, turbine category 5
precision recall f1-score support
19 0.961283 0.987697 0.974311 14630
20 0.829384 0.600549 0.696656 1457
avg / total 0.949337 0.952633 0.949163 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 0.000000 0.000000 0.000000 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 0.937262 0.984368 0.960238 14266
20 0.576560 0.564292 0.570360 1081
avg / total 0.869910 0.910860 0.889868 16087
Classification report for turbine 21, turbine category 7
precision recall f1-score support
19 0.961283 0.987697 0.974311 14630
20 0.829384 0.600549 0.696656 1457
avg / total 0.949337 0.952633 0.949163 16087
Classification report for turbine 21, turbine category 8
precision recall f1-score support
10 0.000000 0.000000 0.000000 8
11 0.000000 0.000000 0.000000 29
12 0.000000 0.000000 0.000000 30
13 0.000000 0.000000 0.000000 28
14 0.000000 0.000000 0.000000 30
15 0.000000 0.000000 0.000000 26
16 0.000000 0.000000 0.000000 24
17 0.000000 0.000000 0.000000 23
18 0.000000 0.000000 0.000000 26
19 0.948836 0.961146 0.954951 14413
20 0.743704 0.346207 0.472471 1450
avg / total 0.917134 0.892335 0.898166 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 0.900346 0.987595 0.941954 13704
20 0.482464 0.563053 0.519653 904
avg / total 0.794088 0.872941 0.831622 16087
Classification report for turbine 21, turbine category 10
precision recall f1-score support
10 0.051502 0.324324 0.088889 37
11 0.000000 0.000000 0.000000 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 0.935241 0.981321 0.957727 14187
20 0.787097 0.522111 0.627787 1402
avg / total 0.893497 0.911668 0.899529 16087
Classification report for turbine 21, turbine category 11
precision recall f1-score support
10 0.000000 0.000000 0.000000 8
11 0.000000 0.000000 0.000000 54
12 0.000000 0.000000 0.000000 46
13 0.000000 0.000000 0.000000 46
14 0.000000 0.000000 0.000000 57
15 0.000000 0.000000 0.000000 55
16 0.000000 0.000000 0.000000 47
17 0.000000 0.000000 0.000000 51
18 0.000000 0.000000 0.000000 67
19 0.933772 0.957267 0.945374 14228
20 0.834630 0.600840 0.698697 1428
avg / total 0.899954 0.899981 0.898149 16087
Classification report for turbine 21, turbine category 12
precision recall f1-score support
19 0.961283 0.987697 0.974311 14630
20 0.829384 0.600549 0.696656 1457
avg / total 0.949337 0.952633 0.949163 16087
Classification report for turbine 21, turbine category 13
precision recall f1-score support
19 0.961283 0.987697 0.974311 14630
20 0.829384 0.600549 0.696656 1457
avg / total 0.949337 0.952633 0.949163 16087
------------------------------------------------------------------------
Classification report for turbine 21, turbine category 0
precision recall f1-score support
11 0.000000 0.000000 0.000000 0
19 0.866161 0.991464 0.924587 13590
20 0.787476 0.166199 0.274471 2497
avg / total 0.853948 0.863368 0.823677 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 0.851138 0.991539 0.915989 13355
20 0.724008 0.158855 0.260544 2411
avg / total 0.815101 0.846957 0.799478 16087
Classification report for turbine 21, turbine category 2
precision recall f1-score support
19 0.866178 0.991611 0.924660 13590
20 0.784499 0.166199 0.274289 2497
avg / total 0.853500 0.863492 0.823711 16087
Classification report for turbine 21, turbine category 3
precision recall f1-score support
10 0.263158 0.454545 0.333333 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 0.838905 0.991114 0.908679 13167
20 0.777336 0.157852 0.262416 2477
avg / total 0.806503 0.835830 0.784376 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 0.857483 0.991452 0.919614 13454
20 0.722117 0.158440 0.259864 2411
avg / total 0.825362 0.852925 0.808045 16087
Classification report for turbine 21, turbine category 5
precision recall f1-score support
19 0.866178 0.991611 0.924660 13590
20 0.784499 0.166199 0.274289 2497
avg / total 0.853500 0.863492 0.823711 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 0.854668 0.988559 0.916750 13373
20 0.784133 0.171648 0.281643 2476
avg / total 0.831167 0.848200 0.805436 16087
Classification report for turbine 21, turbine category 7
precision recall f1-score support
19 0.866178 0.991611 0.924660 13590
20 0.784499 0.166199 0.274289 2497
avg / total 0.853500 0.863492 0.823711 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 0.000000 0.000000 0.000000 51
15 0.000000 0.000000 0.000000 61
16 0.000000 0.000000 0.000000 56
17 0.000000 0.000000 0.000000 55
18 0.000000 0.000000 0.000000 57
19 0.849130 0.957434 0.900036 13203
20 0.793680 0.174857 0.286577 2442
avg / total 0.817382 0.812333 0.782184 16087
Classification report for turbine 21, turbine category 9
precision recall f1-score support
10 0.000000 0.000000 0.000000 0
11 0.000000 0.000000 0.000000 0
12 0.000000 0.000000 0.000000 0
13 0.000000 0.000000 0.000000 0
14 0.000000 0.000000 0.000000 0
15 0.000000 0.000000 0.000000 0
16 0.000000 0.000000 0.000000 0
17 0.000000 0.000000 0.000000 0
18 0.000000 0.000000 0.000000 0
19 0.868978 0.988742 0.924999 13590
20 0.796820 0.180617 0.294483 2497
avg / total 0.857777 0.863306 0.827131 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 0.859905 0.988402 0.919687 13364
20 0.778731 0.183065 0.296441 2480
avg / total 0.834402 0.849319 0.809714 16087
Classification report for turbine 21, turbine category 11
precision recall f1-score support
10 0.000000 0.000000 0.000000 19
11 0.000000 0.000000 0.000000 101
12 0.000000 0.000000 0.000000 115
13 0.000000 0.000000 0.000000 110
14 0.000000 0.000000 0.000000 116
15 0.000000 0.000000 0.000000 111
16 0.000000 0.000000 0.000000 106
17 0.000000 0.000000 0.000000 106
18 0.000000 0.000000 0.000000 87
19 0.817254 0.980231 0.891354 12747
20 0.770916 0.156744 0.260518 2469
avg / total 0.765894 0.800771 0.746274 16087
Classification report for turbine 21, turbine category 12
precision recall f1-score support
19 0.866178 0.991611 0.924660 13590
20 0.784499 0.166199 0.274289 2497
avg / total 0.853500 0.863492 0.823711 16087
Classification report for turbine 21, turbine category 13
precision recall f1-score support
19 0.866178 0.991611 0.924660 13590
20 0.784499 0.166199 0.274289 2497
avg / total 0.853500 0.863492 0.823711 16087
------------------------------------------------------------------------
Classification report for turbine 21, turbine category 0
precision recall f1-score support
11 0.000000 0.000000 0.000000 0
19 0.969646 0.990475 0.979950 15223
20 0.731343 0.453704 0.560000 864
avg / total 0.956848 0.961646 0.957395 16087
Classification report for turbine 21, turbine category 1
precision recall f1-score support
10 0.000000 0.000000 0.000000 0
11 0.000000 0.000000 0.000000 0
15 0.000000 0.000000 0.000000 0
16 0.000000 0.000000 0.000000 0
18 0.000000 0.000000 0.000000 0
19 0.969566 0.989884 0.979620 15223
20 0.731569 0.447917 0.555635 864
avg / total 0.956784 0.960776 0.956848 16087
Classification report for turbine 21, turbine category 2
precision recall f1-score support
19 0.969646 0.990475 0.979950 15223
20 0.729981 0.453704 0.559600 864
avg / total 0.956774 0.961646 0.957374 16087
Classification report for turbine 21, turbine category 3
precision recall f1-score support
10 0.000000 0.000000 0.000000 57
11 0.000000 0.000000 0.000000 108
12 0.000000 0.000000 0.000000 108
13 0.000000 0.000000 0.000000 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 0.915722 0.989357 0.951117 14376
20 0.656642 0.328733 0.438127 797
avg / total 0.850859 0.900416 0.871663 16087
Classification report for turbine 21, turbine category 4
precision recall f1-score support
11 0.000000 0.000000 0.000000 0
13 0.000000 0.000000 0.000000 0
14 0.000000 0.000000 0.000000 0
15 0.000000 0.000000 0.000000 0
18 0.000000 0.000000 0.000000 0
19 0.969582 0.990409 0.979885 15223
20 0.722114 0.427083 0.536727 864
avg / total 0.956291 0.960154 0.956084 16087
Classification report for turbine 21, turbine category 5
precision recall f1-score support
19 0.969646 0.990475 0.979950 15223
20 0.729981 0.453704 0.559600 864
avg / total 0.956774 0.961646 0.957374 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 0.953628 0.990090 0.971517 14934
20 0.661157 0.423280 0.516129 756
avg / total 0.916349 0.939019 0.926141 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 0.953441 0.990381 0.971560 14970
20 0.629423 0.463649 0.533965 729
avg / total 0.915761 0.942624 0.928297 16087
Classification report for turbine 21, turbine category 8
precision recall f1-score support
10 0.376812 0.149425 0.213992 174
11 0.145455 0.067797 0.092486 118
12 0.000000 0.000000 0.000000 52
13 0.000000 0.000000 0.000000 51
14 0.000000 0.000000 0.000000 28
15 0.000000 0.000000 0.000000 9
16 0.000000 0.000000 0.000000 0
17 0.000000 0.000000 0.000000 0
18 0.000000 0.000000 0.000000 0
19 0.959050 0.985266 0.971981 14999
20 0.410596 0.283537 0.335437 656
avg / total 0.916073 0.932306 0.922915 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 0.953054 0.988282 0.970348 14934
20 0.602381 0.308537 0.408065 820
avg / total 0.915451 0.933176 0.921601 16087
Classification report for turbine 21, turbine category 10
precision recall f1-score support
10 0.000000 0.000000 0.000000 0
12 0.000000 0.000000 0.000000 0
13 0.000000 0.000000 0.000000 0
14 0.000000 0.000000 0.000000 0
15 0.000000 0.000000 0.000000 0
16 0.000000 0.000000 0.000000 0
17 0.000000 0.000000 0.000000 0
18 0.000000 0.000000 0.000000 0
19 0.969851 0.988964 0.979314 15223
20 0.732075 0.449074 0.556671 864
avg / total 0.957081 0.959968 0.956615 16087
Classification report for turbine 21, turbine category 11
precision recall f1-score support
10 1.000000 0.045455 0.086957 22
11 0.000000 0.000000 0.000000 115
12 0.000000 0.000000 0.000000 118
13 0.000000 0.000000 0.000000 119
14 0.000000 0.000000 0.000000 107
15 0.055556 0.009009 0.015504 111
16 0.000000 0.000000 0.000000 108
17 0.000000 0.000000 0.000000 116
18 0.000000 0.000000 0.000000 119
19 0.915329 0.985435 0.949089 14349
20 0.684211 0.453300 0.545318 803
avg / total 0.852343 0.901722 0.873998 16087
Classification report for turbine 21, turbine category 12
precision recall f1-score support
19 0.969646 0.990475 0.979950 15223
20 0.729981 0.453704 0.559600 864
avg / total 0.956774 0.961646 0.957374 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 0.956334 0.990410 0.973074 15015
20 0.718808 0.454653 0.556999 849
avg / total 0.930542 0.948406 0.937626 16087
------------------------------------------------------------------------
Classification report for turbine 21, turbine category 0
precision recall f1-score support
19 0.972996 0.993458 0.983120 14979
20 0.876419 0.627256 0.731194 1108
avg / total 0.966344 0.968235 0.965769 16087
Classification report for turbine 21, turbine category 1
precision recall f1-score support
10 0.000000 0.000000 0.000000 0
18 0.000000 0.000000 0.000000 0
19 0.973058 0.993391 0.983119 14979
20 0.876106 0.625451 0.729858 1108
avg / total 0.966380 0.968049 0.965676 16087
Classification report for turbine 21, turbine category 2
precision recall f1-score support
19 0.972996 0.993458 0.983120 14979
20 0.876419 0.627256 0.731194 1108
avg / total 0.966344 0.968235 0.965769 16087
Classification report for turbine 21, turbine category 3
precision recall f1-score support
10 0.000000 0.000000 0.000000 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 0.250000 0.055556 0.090909 36
18 0.000000 0.000000 0.000000 36
19 0.968097 0.991346 0.979584 14907
20 0.648819 0.445405 0.528205 925
avg / total 0.934952 0.944365 0.938305 16087
Classification report for turbine 21, turbine category 4
precision recall f1-score support
10 0.000000 0.000000 0.000000 0
11 0.000000 0.000000 0.000000 0
12 0.000000 0.000000 0.000000 0
14 0.000000 0.000000 0.000000 0
19 0.973060 0.993458 0.983153 14979
20 0.874840 0.618231 0.724484 1108
avg / total 0.966295 0.967614 0.965337 16087
Classification report for turbine 21, turbine category 5
precision recall f1-score support
19 0.972996 0.993458 0.983120 14979
20 0.876419 0.627256 0.731194 1108
avg / total 0.966344 0.968235 0.965769 16087
Classification report for turbine 21, turbine category 6
precision recall f1-score support
10 0.170213 0.045198 0.071429 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 0.894585 0.991931 0.940747 13757
20 0.747573 0.591658 0.660539 911
avg / total 0.809223 0.882265 0.842683 16087
Classification report for turbine 21, turbine category 7
precision recall f1-score support
10 0.000000 0.000000 0.000000 0
11 0.000000 0.000000 0.000000 0
12 0.000000 0.000000 0.000000 0
19 0.972994 0.993391 0.983087 14979
20 0.872751 0.612816 0.720042 1108
avg / total 0.966090 0.967178 0.964969 16087
Classification report for turbine 21, 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 0.039216 0.027778 0.032520 72
13 0.000000 0.000000 0.000000 72
14 0.000000 0.000000 0.000000 72
15 0.000000 0.000000 0.000000 72
16 0.000000 0.000000 0.000000 71
17 0.000000 0.000000 0.000000 71
18 0.000000 0.000000 0.000000 71
19 0.936638 0.989731 0.962453 14413
20 0.856655 0.459286 0.597975 1093
avg / total 0.897552 0.918070 0.903075 16087
Classification report for turbine 21, turbine category 9
precision recall f1-score support
10 0.523364 0.121739 0.197531 460
11 0.000000 0.000000 0.000000 144
12 0.000000 0.000000 0.000000 138
13 0.000000 0.000000 0.000000 109
14 0.000000 0.000000 0.000000 107
15 0.000000 0.000000 0.000000 103
16 0.000000 0.000000 0.000000 108
17 0.000000 0.000000 0.000000 107
18 0.000000 0.000000 0.000000 94
19 0.920528 0.992149 0.954997 14138
20 0.433855 0.526770 0.475819 579
avg / total 0.839583 0.894387 0.862070 16087
Classification report for turbine 21, turbine category 10
precision recall f1-score support
10 0.125000 0.086957 0.102564 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 0.954355 0.992035 0.972830 14690
20 0.859173 0.612339 0.715054 1086
avg / total 0.929658 0.947349 0.936768 16087
Classification report for turbine 21, 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 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 36
18 0.000000 0.000000 0.000000 36
19 0.956183 0.985915 0.970822 14697
20 0.873737 0.631387 0.733051 1096
avg / total 0.933091 0.943743 0.936880 16087
Classification report for turbine 21, turbine category 12
precision recall f1-score support
19 0.972996 0.993458 0.983120 14979
20 0.876419 0.627256 0.731194 1108
avg / total 0.966344 0.968235 0.965769 16087
Classification report for turbine 21, turbine category 13
precision recall f1-score support
19 0.972996 0.993458 0.983120 14979
20 0.876419 0.627256 0.731194 1108
avg / total 0.966344 0.968235 0.965769 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 0.929579 0.955163 0.942198 14207
20 0.607283 0.723754 0.660423 1705
avg / total 0.856401 0.890198 0.872629 16630
Classification report for turbine 22, turbine category 1
precision recall f1-score support
10 0.000000 0.000000 0.000000 0
11 0.000000 0.000000 0.000000 0
12 0.000000 0.000000 0.000000 0
13 0.000000 0.000000 0.000000 0
14 0.000000 0.000000 0.000000 0
15 0.000000 0.000000 0.000000 0
16 0.000000 0.000000 0.000000 0
17 0.000000 0.000000 0.000000 0
18 0.000000 0.000000 0.000000 0
19 0.965386 0.943122 0.954124 14786
20 0.662431 0.650217 0.656267 1844
avg / total 0.931793 0.910643 0.921096 16630
Classification report for turbine 22, turbine category 2
precision recall f1-score support
19 0.966091 0.953808 0.959910 14786
20 0.663878 0.731562 0.696078 1844
avg / total 0.932581 0.929164 0.930655 16630
Classification report for turbine 22, turbine category 3
precision recall f1-score support
10 0.000000 0.000000 0.000000 0
11 0.000000 0.000000 0.000000 0
12 0.000000 0.000000 0.000000 0
13 0.000000 0.000000 0.000000 0
14 0.000000 0.000000 0.000000 0
15 0.000000 0.000000 0.000000 0
16 0.000000 0.000000 0.000000 0
17 0.000000 0.000000 0.000000 0
18 0.000000 0.000000 0.000000 0
19 0.971099 0.933992 0.952184 14786
20 0.705751 0.685466 0.695461 1844
avg / total 0.941676 0.906434 0.923717 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 0.957928 0.953745 0.955832 14658
20 0.565153 0.713396 0.630680 1605
avg / total 0.898880 0.909501 0.903357 16630
Classification report for turbine 22, turbine category 5
precision recall f1-score support
19 0.966091 0.953808 0.959910 14786
20 0.663878 0.731562 0.696078 1844
avg / total 0.932581 0.929164 0.930655 16630
Classification report for turbine 22, turbine category 6
precision recall f1-score support
10 0.701068 0.673504 0.687010 585
11 0.000000 0.000000 0.000000 146
12 0.000000 0.000000 0.000000 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 0.913444 0.953874 0.933221 13940
20 0.454980 0.579496 0.509744 1151
avg / total 0.821841 0.863379 0.841715 16630
Classification report for turbine 22, turbine category 7
precision recall f1-score support
19 0.966091 0.953808 0.959910 14786
20 0.663878 0.731562 0.696078 1844
avg / total 0.932581 0.929164 0.930655 16630
Classification report for turbine 22, turbine category 8
precision recall f1-score support
10 0.189069 0.296296 0.230839 432
11 0.062315 0.087500 0.072790 240
12 0.048193 0.020408 0.028674 196
13 0.000000 0.000000 0.000000 181
14 0.000000 0.000000 0.000000 157
15 0.000000 0.000000 0.000000 108
16 0.011364 0.008333 0.009615 120
17 0.000000 0.000000 0.000000 115
18 0.000000 0.000000 0.000000 105
19 0.908398 0.901396 0.904884 13752
20 0.498580 0.573529 0.533435 1224
avg / total 0.794347 0.796873 0.795000 16630
Classification report for turbine 22, turbine category 9
precision recall f1-score support
10 0.096241 0.450704 0.158612 142
11 0.081967 0.062500 0.070922 160
12 0.033981 0.047297 0.039548 148
13 0.069231 0.066176 0.067669 136
14 0.006024 0.008130 0.006920 123
15 0.000000 0.000000 0.000000 111
16 0.027778 0.008850 0.013423 113
17 0.000000 0.000000 0.000000 117
18 0.000000 0.000000 0.000000 115
19 0.922356 0.930353 0.926337 13956
20 0.666984 0.464546 0.547656 1509
avg / total 0.837281 0.828443 0.830166 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 0.933833 0.942999 0.938394 14263
20 0.640020 0.729898 0.682011 1766
avg / total 0.868884 0.886290 0.877255 16630
Classification report for turbine 22, turbine category 11
precision recall f1-score support
10 0.000000 0.000000 0.000000 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 0.914746 0.949504 0.931801 14001
20 0.610811 0.729460 0.664884 1704
avg / total 0.832723 0.874143 0.852622 16630
Classification report for turbine 22, turbine category 12
precision recall f1-score support
19 0.966091 0.953808 0.959910 14786
20 0.663878 0.731562 0.696078 1844
avg / total 0.932581 0.929164 0.930655 16630
Classification report for turbine 22, turbine category 13
precision recall f1-score support
19 0.966091 0.953808 0.959910 14786
20 0.663878 0.731562 0.696078 1844
avg / total 0.932581 0.929164 0.930655 16630
------------------------------------------------------------------------
Classification report for turbine 22, turbine category 0
precision recall f1-score support
11 0.000000 0.000000 0.000000 0
12 0.000000 0.000000 0.000000 0
13 0.000000 0.000000 0.000000 0
14 0.000000 0.000000 0.000000 0
15 0.000000 0.000000 0.000000 0
16 0.000000 0.000000 0.000000 0
17 0.000000 0.000000 0.000000 0
18 0.000000 0.000000 0.000000 0
19 0.967858 0.978001 0.972903 15364
20 0.736791 0.594787 0.658217 1266
avg / total 0.950268 0.948827 0.948947 16630
Classification report for turbine 22, turbine category 1
precision recall f1-score support
10 0.000000 0.000000 0.000000 2
11 0.000000 0.000000 0.000000 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 0.955933 0.981752 0.968671 15180
20 0.679570 0.515918 0.586543 1225
avg / total 0.922642 0.934155 0.927417 16630
Classification report for turbine 22, turbine category 2
precision recall f1-score support
19 0.967639 0.982817 0.975169 15364
20 0.742439 0.601106 0.664339 1266
avg / total 0.950495 0.953758 0.951506 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 0.953899 0.978211 0.965902 15145
20 0.760234 0.515055 0.614077 1262
avg / total 0.926411 0.929946 0.926250 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 0.000000 0.000000 0.000000 30
17 0.000000 0.000000 0.000000 27
18 0.000000 0.000000 0.000000 29
19 0.953409 0.979533 0.966294 15146
20 0.684211 0.469880 0.557143 1245
avg / total 0.919554 0.927300 0.921776 16630
Classification report for turbine 22, turbine category 5
precision recall f1-score support
19 0.967639 0.982817 0.975169 15364
20 0.742439 0.601106 0.664339 1266
avg / total 0.950495 0.953758 0.951506 16630
Classification report for turbine 22, turbine category 6
precision recall f1-score support
10 0.000000 0.000000 0.000000 0
11 0.124031 0.516129 0.200000 31
12 0.000000 0.000000 0.000000 27
13 0.000000 0.000000 0.000000 33
14 0.000000 0.000000 0.000000 32
15 0.000000 0.000000 0.000000 25
16 0.000000 0.000000 0.000000 30
17 0.000000 0.000000 0.000000 25
18 0.000000 0.000000 0.000000 26
19 0.958051 0.958303 0.958177 15205
20 0.719873 0.569398 0.635854 1196
avg / total 0.927960 0.918100 0.922175 16630
Classification report for turbine 22, turbine category 7
precision recall f1-score support
19 0.967639 0.982817 0.975169 15364
20 0.742439 0.601106 0.664339 1266
avg / total 0.950495 0.953758 0.951506 16630
Classification report for turbine 22, turbine category 8
precision recall f1-score support
10 0.000000 0.000000 0.000000 0
11 0.000000 0.000000 0.000000 0
12 0.000000 0.000000 0.000000 0
13 0.000000 0.000000 0.000000 0
14 0.000000 0.000000 0.000000 0
15 0.000000 0.000000 0.000000 0
16 0.000000 0.000000 0.000000 0
17 0.000000 0.000000 0.000000 0
18 0.000000 0.000000 0.000000 0
19 0.967868 0.968498 0.968183 15364
20 0.704809 0.335703 0.454789 1266
avg / total 0.947842 0.920325 0.929099 16630
Classification report for turbine 22, turbine category 9
precision recall f1-score support
10 0.250794 0.253205 0.251994 312
11 0.011194 0.008427 0.009615 356
12 0.000000 0.000000 0.000000 265
13 0.000000 0.000000 0.000000 190
14 0.000000 0.000000 0.000000 129
15 0.000000 0.000000 0.000000 112
16 0.000000 0.000000 0.000000 112
17 0.000000 0.000000 0.000000 119
18 0.000000 0.000000 0.000000 112
19 0.874264 0.921972 0.897485 13854
20 0.606918 0.361085 0.452786 1069
avg / total 0.772284 0.796212 0.781709 16630
Classification report for turbine 22, turbine category 10
precision recall f1-score support
10 0.333333 0.030418 0.055749 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 0.050000 0.003876 0.007194 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 0.851514 0.978368 0.910544 13452
20 0.517341 0.545178 0.530895 985
avg / total 0.725479 0.824233 0.768977 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 0.952629 0.954957 0.953791 15141
20 0.739901 0.596979 0.660801 1258
avg / total 0.923304 0.914612 0.918379 16630
Classification report for turbine 22, turbine category 12
precision recall f1-score support
19 0.967639 0.982817 0.975169 15364
20 0.742439 0.601106 0.664339 1266
avg / total 0.950495 0.953758 0.951506 16630
Classification report for turbine 22, turbine category 13
precision recall f1-score support
19 0.967639 0.982817 0.975169 15364
20 0.742439 0.601106 0.664339 1266
avg / total 0.950495 0.953758 0.951506 16630
------------------------------------------------------------------------
Classification report for turbine 22, turbine category 0
precision recall f1-score support
11 0.000000 0.000000 0.000000 0
12 0.000000 0.000000 0.000000 0
13 0.000000 0.000000 0.000000 0
14 0.000000 0.000000 0.000000 0
15 0.000000 0.000000 0.000000 0
16 0.000000 0.000000 0.000000 0
17 0.000000 0.000000 0.000000 0
18 0.000000 0.000000 0.000000 0
19 0.909860 0.983382 0.945193 14442
20 0.823402 0.347349 0.488589 2188
avg / total 0.898484 0.899699 0.885118 16630
Classification report for turbine 22, turbine category 1
precision recall f1-score support
11 0.000000 0.000000 0.000000 0
12 0.000000 0.000000 0.000000 0
13 0.000000 0.000000 0.000000 0
14 0.000000 0.000000 0.000000 0
15 0.000000 0.000000 0.000000 0
16 0.000000 0.000000 0.000000 0
18 0.000000 0.000000 0.000000 0
19 0.907441 0.972788 0.938979 14442
20 0.835556 0.343693 0.487047 2188
avg / total 0.897983 0.890018 0.879518 16630
Classification report for turbine 22, turbine category 2
precision recall f1-score support
19 0.908594 0.989752 0.947438 14442
20 0.835189 0.342779 0.486066 2188
avg / total 0.898936 0.904630 0.886736 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 0.892564 0.986547 0.937205 14198
20 0.820322 0.302975 0.442513 2185
avg / total 0.869815 0.882081 0.858288 16630
Classification report for turbine 22, turbine category 4
precision recall f1-score support
11 0.000000 0.000000 0.000000 0
15 0.000000 0.000000 0.000000 0
16 0.000000 0.000000 0.000000 0
17 0.000000 0.000000 0.000000 0
18 0.000000 0.000000 0.000000 0
19 0.908697 0.988229 0.946796 14442
20 0.835754 0.341865 0.485242 2188
avg / total 0.899100 0.903187 0.886069 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 0.886791 0.989924 0.935524 14093
20 0.749443 0.321088 0.449566 2096
avg / total 0.845964 0.879375 0.849467 16630
Classification report for turbine 22, turbine category 6
precision recall f1-score support
10 0.000000 0.000000 0.000000 0
11 0.000000 0.000000 0.000000 0
12 0.000000 0.000000 0.000000 0
13 0.000000 0.000000 0.000000 0
14 0.000000 0.000000 0.000000 0
15 0.000000 0.000000 0.000000 0
16 0.000000 0.000000 0.000000 0
17 0.000000 0.000000 0.000000 0
18 0.000000 0.000000 0.000000 0
19 0.911376 0.984074 0.946331 14442
20 0.796073 0.240859 0.369825 2188
avg / total 0.896206 0.886290 0.870480 16630
Classification report for turbine 22, turbine category 7
precision recall f1-score support
19 0.908594 0.989752 0.947438 14442
20 0.835189 0.342779 0.486066 2188
avg / total 0.898936 0.904630 0.886736 16630
Classification report for turbine 22, turbine category 8
precision recall f1-score support
10 0.000000 0.000000 0.000000 0
11 0.000000 0.000000 0.000000 0
12 0.000000 0.000000 0.000000 0
13 0.000000 0.000000 0.000000 0
14 0.000000 0.000000 0.000000 0
15 0.000000 0.000000 0.000000 0
16 0.000000 0.000000 0.000000 0
17 0.000000 0.000000 0.000000 0
18 0.000000 0.000000 0.000000 0
19 0.906707 0.965033 0.934961 14442
20 0.818436 0.267824 0.403581 2188
avg / total 0.895094 0.873301 0.865048 16630
Classification report for turbine 22, turbine category 9
precision recall f1-score support
10 0.076305 0.730769 0.138182 52
11 0.000000 0.000000 0.000000 54
12 0.041667 0.018519 0.025641 54
13 0.000000 0.000000 0.000000 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 0.000000 0.000000 0.000000 57
19 0.888541 0.952412 0.919368 13995
20 0.829752 0.236235 0.367766 2125
avg / total 0.854153 0.834035 0.821204 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 0.000000 0.000000 0.000000 42
16 0.000000 0.000000 0.000000 52
17 0.000000 0.000000 0.000000 50
18 0.000000 0.000000 0.000000 52
19 0.935218 0.956919 0.945944 14136
20 0.829630 0.359963 0.502081 2178
avg / total 0.903619 0.860553 0.869838 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 0.000000 0.000000 0.000000 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 0.869999 0.983645 0.923338 13818
20 0.778993 0.336484 0.469967 2116
avg / total 0.822008 0.860132 0.827008 16630
Classification report for turbine 22, turbine category 12
precision recall f1-score support
19 0.908594 0.989752 0.947438 14442
20 0.835189 0.342779 0.486066 2188
avg / total 0.898936 0.904630 0.886736 16630
Classification report for turbine 22, turbine category 13
precision recall f1-score support
19 0.908594 0.989752 0.947438 14442
20 0.835189 0.342779 0.486066 2188
avg / total 0.898936 0.904630 0.886736 16630
------------------------------------------------------------------------
Classification report for turbine 22, turbine category 0
precision recall f1-score support
11 0.000000 0.000000 0.000000 0
12 0.000000 0.000000 0.000000 0
13 0.000000 0.000000 0.000000 0
14 0.000000 0.000000 0.000000 0
15 0.000000 0.000000 0.000000 0
16 0.000000 0.000000 0.000000 0
19 0.974054 0.992465 0.983173 15925
20 0.756831 0.392908 0.517274 705
avg / total 0.964845 0.967048 0.963422 16630
Classification report for turbine 22, turbine category 1
precision recall f1-score support
11 0.000000 0.000000 0.000000 0
12 0.000000 0.000000 0.000000 0
13 0.000000 0.000000 0.000000 0
15 0.000000 0.000000 0.000000 0
16 0.000000 0.000000 0.000000 0
19 0.973982 0.994349 0.984060 15925
20 0.779330 0.395745 0.524929 705
avg / total 0.965730 0.968972 0.964596 16630
Classification report for turbine 22, turbine category 2
precision recall f1-score support
19 0.973935 0.994851 0.984282 15925
20 0.774105 0.398582 0.526217 705
avg / total 0.965464 0.969573 0.964863 16630
Classification report for turbine 22, turbine category 3
precision recall f1-score support
10 0.028986 0.102564 0.045198 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 0.959663 0.991752 0.975444 15641
20 0.637736 0.255287 0.364617 662
avg / total 0.928046 0.943175 0.932054 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 0.250000 0.057143 0.093023 35
18 0.000000 0.000000 0.000000 36
19 0.957379 0.993417 0.975065 15647
20 0.769444 0.400289 0.526616 692
avg / total 0.933332 0.951473 0.939538 16630
Classification report for turbine 22, turbine category 5
precision recall f1-score support
11 0.000000 0.000000 0.000000 0
12 0.000000 0.000000 0.000000 0
15 0.000000 0.000000 0.000000 0
16 0.000000 0.000000 0.000000 0
17 0.000000 0.000000 0.000000 0
18 0.000000 0.000000 0.000000 0
19 0.974219 0.994223 0.984119 15925
20 0.771978 0.398582 0.525725 705
avg / total 0.965645 0.968972 0.964686 16630
Classification report for turbine 22, turbine category 6
precision recall f1-score support
10 0.000000 0.000000 0.000000 0
11 0.000000 0.000000 0.000000 0
13 0.000000 0.000000 0.000000 0
14 0.000000 0.000000 0.000000 0
15 0.000000 0.000000 0.000000 0
16 0.000000 0.000000 0.000000 0
17 0.000000 0.000000 0.000000 0
18 0.000000 0.000000 0.000000 0
19 0.973976 0.991774 0.982795 15925
20 0.698182 0.272340 0.391837 705
avg / total 0.962284 0.961275 0.957742 16630
Classification report for turbine 22, turbine category 7
precision recall f1-score support
19 0.973935 0.994851 0.984282 15925
20 0.774105 0.398582 0.526217 705
avg / total 0.965464 0.969573 0.964863 16630
Classification report for turbine 22, turbine category 8
precision recall f1-score support
10 0.000000 0.000000 0.000000 247
11 0.035714 0.017544 0.023529 57
12 0.000000 0.000000 0.000000 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 0.961755 0.989793 0.975573 15676
20 0.439474 0.455041 0.447122 367
avg / total 0.916404 0.943115 0.929556 16630
Classification report for turbine 22, turbine category 9
precision recall f1-score support
10 0.070423 0.074627 0.072464 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 0.960966 0.982309 0.971520 15714
20 0.666667 0.269231 0.383562 572
avg / total 0.931533 0.938064 0.931785 16630
Classification report for turbine 22, turbine category 10
precision recall f1-score support
10 0.234043 0.511628 0.321168 43
11 0.000000 0.000000 0.000000 68
12 0.000000 0.000000 0.000000 70
13 0.000000 0.000000 0.000000 64
14 0.000000 0.000000 0.000000 69
15 0.000000 0.000000 0.000000 43
16 0.000000 0.000000 0.000000 36
17 0.000000 0.000000 0.000000 36
18 0.048780 0.055556 0.051948 36
19 0.948543 0.985155 0.966502 15493
20 0.700000 0.302083 0.422037 672
avg / total 0.912687 0.931449 0.918419 16630
Classification report for turbine 22, turbine category 11
precision recall f1-score support
10 0.000000 0.000000 0.000000 19
11 0.153846 0.023256 0.040404 86
12 0.000000 0.000000 0.000000 89
13 0.000000 0.000000 0.000000 90
14 0.000000 0.000000 0.000000 89
15 0.000000 0.000000 0.000000 82
16 0.000000 0.000000 0.000000 97
17 0.000000 0.000000 0.000000 86
18 0.000000 0.000000 0.000000 98
19 0.931111 0.990136 0.959717 15207
20 0.723404 0.395924 0.511759 687
avg / total 0.882118 0.921888 0.898946 16630
Classification report for turbine 22, turbine category 12
precision recall f1-score support
19 0.973935 0.994851 0.984282 15925
20 0.774105 0.398582 0.526217 705
avg / total 0.965464 0.969573 0.964863 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 0.961763 0.994849 0.978026 15726
20 0.760331 0.397122 0.521739 695
avg / total 0.941258 0.957366 0.946666 16630
------------------------------------------------------------------------
Classification report for turbine 22, turbine category 0
precision recall f1-score support
13 0.000000 0.000000 0.000000 0
15 0.000000 0.000000 0.000000 0
17 0.000000 0.000000 0.000000 0
19 0.987054 0.993823 0.990427 16188
20 0.716511 0.520362 0.602883 442
avg / total 0.979864 0.981239 0.980127 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 0.972594 0.994483 0.983417 15951
20 0.560897 0.448718 0.498575 390
avg / total 0.946037 0.964402 0.954956 16630
Classification report for turbine 22, turbine category 2
precision recall f1-score support
19 0.987063 0.994502 0.990769 16188
20 0.721875 0.522624 0.606299 442
avg / total 0.980015 0.981960 0.980550 16630
Classification report for turbine 22, turbine category 3
precision recall f1-score support
10 0.000000 0.000000 0.000000 0
11 0.000000 0.000000 0.000000 0
12 0.000000 0.000000 0.000000 0
13 0.000000 0.000000 0.000000 0
14 0.000000 0.000000 0.000000 0
15 0.000000 0.000000 0.000000 0
16 0.000000 0.000000 0.000000 0
17 0.000000 0.000000 0.000000 0
19 0.986982 0.992896 0.989930 16188
20 0.701031 0.461538 0.556617 442
avg / total 0.979382 0.978773 0.978413 16630
Classification report for turbine 22, turbine category 4
precision recall f1-score support
10 0.940000 0.559524 0.701493 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 0.952577 0.993084 0.972409 15615
20 0.561404 0.443213 0.495356 361
avg / total 0.911372 0.944919 0.927355 16630
Classification report for turbine 22, turbine category 5
precision recall f1-score support
10 0.000000 0.000000 0.000000 0
12 0.000000 0.000000 0.000000 0
13 0.000000 0.000000 0.000000 0
17 0.000000 0.000000 0.000000 0
19 0.987113 0.993699 0.990395 16188
20 0.728707 0.522624 0.608696 442
avg / total 0.980245 0.981179 0.980250 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 0.951676 0.993335 0.972059 15603
20 0.696370 0.504785 0.585298 418
avg / total 0.910408 0.944678 0.926741 16630
Classification report for turbine 22, turbine category 7
precision recall f1-score support
19 0.987063 0.994502 0.990769 16188
20 0.721875 0.522624 0.606299 442
avg / total 0.980015 0.981960 0.980550 16630
Classification report for turbine 22, turbine category 8
precision recall f1-score support
10 0.000000 0.000000 0.000000 0
11 0.000000 0.000000 0.000000 0
12 0.000000 0.000000 0.000000 0
13 0.000000 0.000000 0.000000 0
14 0.000000 0.000000 0.000000 0
15 0.000000 0.000000 0.000000 0
16 0.000000 0.000000 0.000000 0
17 0.000000 0.000000 0.000000 0
18 0.000000 0.000000 0.000000 0
19 0.987010 0.990363 0.988684 16188
20 0.690196 0.398190 0.505022 442
avg / total 0.979121 0.974624 0.975829 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 0.000000 0.000000 0.000000 35
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 0.969830 0.988492 0.979072 15902
20 0.674510 0.391800 0.495677 439
avg / total 0.945180 0.955562 0.949297 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 0.000000 0.000000 0.000000 36
14 0.000000 0.000000 0.000000 35
15 0.000000 0.000000 0.000000 35
16 0.000000 0.000000 0.000000 36
17 0.000000 0.000000 0.000000 36
18 0.000000 0.000000 0.000000 36
19 0.970272 0.987296 0.978710 15901
20 0.744479 0.538813 0.625166 438
avg / total 0.947347 0.958208 0.952273 16630
Classification report for turbine 22, turbine category 11
precision recall f1-score support
10 0.000000 0.000000 0.000000 0
11 0.000000 0.000000 0.000000 0
12 0.000000 0.000000 0.000000 0
13 0.000000 0.000000 0.000000 0
14 0.000000 0.000000 0.000000 0
15 0.000000 0.000000 0.000000 0
16 0.000000 0.000000 0.000000 0
17 0.000000 0.000000 0.000000 0
18 0.000000 0.000000 0.000000 0
19 0.987292 0.983815 0.985550 16188
20 0.721362 0.527149 0.609150 442
avg / total 0.980224 0.971678 0.975546 16630
Classification report for turbine 22, turbine category 12
precision recall f1-score support
19 0.987063 0.994502 0.990769 16188
20 0.721875 0.522624 0.606299 442
avg / total 0.980015 0.981960 0.980550 16630
Classification report for turbine 22, turbine category 13
precision recall f1-score support
11 0.000000 0.000000 0.000000 0
12 0.000000 0.000000 0.000000 0
13 0.000000 0.000000 0.000000 0
14 0.000000 0.000000 0.000000 0
17 0.000000 0.000000 0.000000 0
19 0.987058 0.994131 0.990582 16188
20 0.721875 0.522624 0.606299 442
avg / total 0.980010 0.981600 0.980369 16630
------------------------------------------------------------------------
Classification report for turbine 23, turbine category 0
precision recall f1-score support
19 0.962153 0.974707 0.968390 14945
20 0.624628 0.523295 0.569488 1202
avg / total 0.937027 0.941104 0.938695 16147
Classification report for turbine 23, turbine category 1
precision recall f1-score support
19 0.962153 0.974707 0.968390 14945
20 0.624628 0.523295 0.569488 1202
avg / total 0.937027 0.941104 0.938695 16147
Classification report for turbine 23, turbine category 2
precision recall f1-score support
19 0.962153 0.974707 0.968390 14945
20 0.624628 0.523295 0.569488 1202
avg / total 0.937027 0.941104 0.938695 16147
Classification report for turbine 23, turbine category 3
precision recall f1-score support
19 0.962153 0.974707 0.968390 14945
20 0.624628 0.523295 0.569488 1202
avg / total 0.937027 0.941104 0.938695 16147
Classification report for turbine 23, turbine category 4
precision recall f1-score support
19 0.962153 0.974707 0.968390 14945
20 0.624628 0.523295 0.569488 1202
avg / total 0.937027 0.941104 0.938695 16147
Classification report for turbine 23, turbine category 5
precision recall f1-score support
10 0.000000 0.000000 0.000000 0
11 0.000000 0.000000 0.000000 0
12 0.000000 0.000000 0.000000 0
13 0.000000 0.000000 0.000000 0
18 0.000000 0.000000 0.000000 0
19 0.961124 0.972700 0.966877 14945
20 0.621451 0.491681 0.549001 1202
avg / total 0.935838 0.936892 0.935770 16147
Classification report for turbine 23, turbine category 6
precision recall f1-score support
19 0.962153 0.974707 0.968390 14945
20 0.624628 0.523295 0.569488 1202
avg / total 0.937027 0.941104 0.938695 16147
Classification report for turbine 23, turbine category 7
precision recall f1-score support
19 0.962153 0.974707 0.968390 14945
20 0.624628 0.523295 0.569488 1202
avg / total 0.937027 0.941104 0.938695 16147
Classification report for turbine 23, turbine category 8
precision recall f1-score support
10 0.792115 0.410781 0.541004 538
11 0.006329 0.004167 0.005025 240
12 0.110000 0.068750 0.084615 160
13 0.021739 0.022388 0.022059 134
14 0.009259 0.008621 0.008929 116
15 0.061728 0.054945 0.058140 91
16 0.000000 0.000000 0.000000 81
17 0.030769 0.034483 0.032520 58
18 0.000000 0.000000 0.000000 52
19 0.912077 0.940962 0.926294 13957
20 0.343103 0.276389 0.306154 720
avg / total 0.831954 0.840775 0.833944 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 0.949113 0.966320 0.957639 14727
20 0.469388 0.311111 0.374201 1035
avg / total 0.895733 0.901282 0.897408 16147
Classification report for turbine 23, turbine category 10
precision recall f1-score support
19 0.962153 0.974707 0.968390 14945
20 0.624628 0.523295 0.569488 1202
avg / total 0.937027 0.941104 0.938695 16147
Classification report for turbine 23, turbine category 11
precision recall f1-score support
10 0.133333 0.190476 0.156863 21
11 0.006211 0.008403 0.007143 119
12 0.027397 0.036036 0.031128 111
13 0.011628 0.008696 0.009950 115
14 0.010417 0.008850 0.009569 113
15 0.000000 0.000000 0.000000 118
16 0.000000 0.000000 0.000000 106
17 0.000000 0.000000 0.000000 110
18 0.000000 0.000000 0.000000 119
19 0.914240 0.941056 0.927454 14115
20 0.585340 0.508182 0.544039 1100
avg / total 0.839628 0.857930 0.848411 16147
Classification report for turbine 23, turbine category 12
precision recall f1-score support
19 0.962153 0.974707 0.968390 14945
20 0.624628 0.523295 0.569488 1202
avg / total 0.937027 0.941104 0.938695 16147
Classification report for turbine 23, turbine category 13
precision recall f1-score support
19 0.962153 0.974707 0.968390 14945
20 0.624628 0.523295 0.569488 1202
avg / total 0.937027 0.941104 0.938695 16147
------------------------------------------------------------------------
Classification report for turbine 23, turbine category 0
precision recall f1-score support
19 0.865157 0.977608 0.917951 11879
20 0.902349 0.575914 0.703089 4268
avg / total 0.874988 0.871431 0.861159 16147
Classification report for turbine 23, turbine category 1
precision recall f1-score support
19 0.865157 0.977608 0.917951 11879
20 0.902349 0.575914 0.703089 4268
avg / total 0.874988 0.871431 0.861159 16147
Classification report for turbine 23, turbine category 2
precision recall f1-score support
19 0.865157 0.977608 0.917951 11879
20 0.902349 0.575914 0.703089 4268
avg / total 0.874988 0.871431 0.861159 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 0.795053 0.976574 0.876514 10928
20 0.883260 0.586543 0.704952 4102
avg / total 0.762462 0.809934 0.772296 16147
Classification report for turbine 23, turbine category 4
precision recall f1-score support
19 0.865157 0.977608 0.917951 11879
20 0.902349 0.575914 0.703089 4268
avg / total 0.874988 0.871431 0.861159 16147
Classification report for turbine 23, turbine category 5
precision recall f1-score support
10 0.000000 0.000000 0.000000 0
13 0.000000 0.000000 0.000000 0
15 0.000000 0.000000 0.000000 0
16 0.000000 0.000000 0.000000 0
19 0.865332 0.978534 0.918458 11879
20 0.907256 0.547798 0.683126 4268
avg / total 0.876413 0.864681 0.856255 16147
Classification report for turbine 23, turbine category 6
precision recall f1-score support
19 0.865157 0.977608 0.917951 11879
20 0.902349 0.575914 0.703089 4268
avg / total 0.874988 0.871431 0.861159 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 0.851598 0.977259 0.910111 11697
20 0.877386 0.574796 0.694566 4158
avg / total 0.842839 0.855948 0.838148 16147
Classification report for turbine 23, turbine category 8
precision recall f1-score support
10 0.001730 0.200000 0.003431 5
11 0.000000 0.000000 0.000000 30
12 0.033333 0.058824 0.042553 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 0.847169 0.959227 0.899722 11650
20 0.873437 0.393293 0.542367 4264
avg / total 0.841952 0.796123 0.792462 16147
Classification report for turbine 23, turbine category 9
precision recall f1-score support
10 0.826389 0.143937 0.245171 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 0.839672 0.951192 0.891960 11535
20 0.298081 0.576471 0.392967 1105
avg / total 0.789488 0.748436 0.714298 16147
Classification report for turbine 23, turbine category 10
precision recall f1-score support
10 0.055556 0.080645 0.065789 62
11 0.000000 0.000000 0.000000 102
12 0.000000 0.000000 0.000000 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 0.805111 0.976242 0.882456 11070
20 0.879605 0.552613 0.678781 4191
avg / total 0.780482 0.813030 0.781423 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 0.000000 0.000000 0.000000 25
19 0.845900 0.965045 0.901553 11672
20 0.891198 0.512899 0.651087 4264
avg / total 0.846808 0.833034 0.823630 16147
Classification report for turbine 23, turbine category 12
precision recall f1-score support
19 0.865157 0.977608 0.917951 11879
20 0.902349 0.575914 0.703089 4268
avg / total 0.874988 0.871431 0.861159 16147
Classification report for turbine 23, turbine category 13
precision recall f1-score support
19 0.865157 0.977608 0.917951 11879
20 0.902349 0.575914 0.703089 4268
avg / total 0.874988 0.871431 0.861159 16147
------------------------------------------------------------------------
Classification report for turbine 23, turbine category 0
precision recall f1-score support
19 0.884794 0.982742 0.931200 13559
20 0.784729 0.329598 0.464218 2588
avg / total 0.868756 0.878058 0.856353 16147
Classification report for turbine 23, turbine category 1
precision recall f1-score support
19 0.884794 0.982742 0.931200 13559
20 0.784729 0.329598 0.464218 2588
avg / total 0.868756 0.878058 0.856353 16147
Classification report for turbine 23, turbine category 2
precision recall f1-score support
19 0.884794 0.982742 0.931200 13559
20 0.784729 0.329598 0.464218 2588
avg / total 0.868756 0.878058 0.856353 16147
Classification report for turbine 23, turbine category 3
precision recall f1-score support
10 0.000000 0.000000 0.000000 223
11 0.000000 0.000000 0.000000 105
12 0.000000 0.000000 0.000000 104
13 0.000000 0.000000 0.000000 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 0.834287 0.980677 0.901579 12783
20 0.604927 0.280101 0.382905 2367
avg / total 0.749152 0.817427 0.769878 16147
Classification report for turbine 23, turbine category 4
precision recall f1-score support
19 0.884794 0.982742 0.931200 13559
20 0.784729 0.329598 0.464218 2588
avg / total 0.868756 0.878058 0.856353 16147
Classification report for turbine 23, turbine category 5
precision recall f1-score support
17 0.000000 0.000000 0.000000 0
19 0.884787 0.982668 0.931162 13559
20 0.784729 0.329598 0.464218 2588
avg / total 0.868749 0.877996 0.856322 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 0.857371 0.982200 0.915550 13146
20 0.780129 0.330218 0.464022 2568
avg / total 0.822095 0.852171 0.819188 16147
Classification report for turbine 23, turbine category 7
precision recall f1-score support
10 0.000000 0.000000 0.000000 0
11 0.000000 0.000000 0.000000 0
17 0.000000 0.000000 0.000000 0
19 0.884728 0.982668 0.931130 13559
20 0.767138 0.272411 0.402053 2588
avg / total 0.865881 0.868830 0.846331 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 0.000000 0.000000 0.000000 21
19 0.883101 0.946982 0.913926 13354
20 0.777436 0.293457 0.426082 2583
avg / total 0.854712 0.830123 0.824001 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 0.000000 0.000000 0.000000 23
19 0.869738 0.963963 0.914430 13375
20 0.676590 0.196541 0.304599 2544
avg / total 0.827026 0.829442 0.805437 16147
Classification report for turbine 23, turbine category 10
precision recall f1-score support
10 0.000000 0.000000 0.000000 0
11 0.000000 0.000000 0.000000 0
13 0.000000 0.000000 0.000000 0
14 0.000000 0.000000 0.000000 0
16 0.000000 0.000000 0.000000 0
17 0.000000 0.000000 0.000000 0
18 0.000000 0.000000 0.000000 0
19 0.884700 0.981267 0.930485 13559
20 0.782369 0.329212 0.463421 2588
avg / total 0.868298 0.876757 0.855625 16147
Classification report for turbine 23, turbine category 11
precision recall f1-score support
10 0.000000 0.000000 0.000000 16
11 0.000000 0.000000 0.000000 89
12 0.027027 0.012987 0.017544 77
13 0.041667 0.011905 0.018519 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 0.854611 0.972566 0.909781 12940
20 0.769737 0.320297 0.452361 2557
avg / total 0.807114 0.830247 0.800902 16147
Classification report for turbine 23, turbine category 12
precision recall f1-score support
19 0.884794 0.982742 0.931200 13559
20 0.784729 0.329598 0.464218 2588
avg / total 0.868756 0.878058 0.856353 16147
Classification report for turbine 23, turbine category 13
precision recall f1-score support
19 0.884794 0.982742 0.931200 13559
20 0.784729 0.329598 0.464218 2588
avg / total 0.868756 0.878058 0.856353 16147
------------------------------------------------------------------------
Classification report for turbine 23, turbine category 0
precision recall f1-score support
19 0.988546 0.991258 0.989900 15672
20 0.682870 0.621053 0.650496 475
avg / total 0.979554 0.980368 0.979916 16147
Classification report for turbine 23, turbine category 1
precision recall f1-score support
19 0.988546 0.991258 0.989900 15672
20 0.682870 0.621053 0.650496 475
avg / total 0.979554 0.980368 0.979916 16147
Classification report for turbine 23, turbine category 2
precision recall f1-score support
19 0.988546 0.991258 0.989900 15672
20 0.682870 0.621053 0.650496 475
avg / total 0.979554 0.980368 0.979916 16147
Classification report for turbine 23, turbine category 3
precision recall f1-score support
10 0.000000 0.000000 0.000000 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 0.000000 0.000000 0.000000 67
16 0.000000 0.000000 0.000000 66
17 0.000000 0.000000 0.000000 64
18 0.000000 0.000000 0.000000 63
19 0.956538 0.985776 0.970937 15115
20 0.450135 0.418546 0.433766 399
avg / total 0.906526 0.933115 0.919600 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 0.977983 0.991229 0.984561 15505
20 0.393519 0.507463 0.443286 335
avg / total 0.947263 0.962346 0.954612 16147
Classification report for turbine 23, turbine category 5
precision recall f1-score support
10 0.000000 0.000000 0.000000 0
16 0.000000 0.000000 0.000000 0
18 0.000000 0.000000 0.000000 0
19 0.988482 0.991131 0.989804 15672
20 0.681395 0.616842 0.647514 475
avg / total 0.979448 0.980120 0.979735 16147
Classification report for turbine 23, turbine category 6
precision recall f1-score support
10 0.000000 0.000000 0.000000 0
11 0.000000 0.000000 0.000000 0
12 0.000000 0.000000 0.000000 0
15 0.000000 0.000000 0.000000 0
16 0.000000 0.000000 0.000000 0
19 0.988542 0.990875 0.989707 15672
20 0.683721 0.618947 0.649724 475
avg / total 0.979575 0.979934 0.979706 16147
Classification report for turbine 23, turbine category 7
precision recall f1-score support
13 0.000000 0.000000 0.000000 0
16 0.000000 0.000000 0.000000 0
17 0.000000 0.000000 0.000000 0
19 0.988543 0.991003 0.989772 15672
20 0.682870 0.621053 0.650496 475
avg / total 0.979551 0.980120 0.979791 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 0.000000 0.000000 0.000000 33
13 0.000000 0.000000 0.000000 36
14 0.000000 0.000000 0.000000 34
15 0.000000 0.000000 0.000000 36
16 0.000000 0.000000 0.000000 36
17 0.000000 0.000000 0.000000 36
18 0.000000 0.000000 0.000000 36
19 0.971178 0.984738 0.977911 15398
20 0.640000 0.519481 0.573477 462
avg / total 0.944440 0.953923 0.948958 16147
Classification report for turbine 23, turbine category 9
precision recall f1-score support
10 0.000000 0.000000 0.000000 0
12 0.000000 0.000000 0.000000 0
13 0.000000 0.000000 0.000000 0
14 0.000000 0.000000 0.000000 0
15 0.000000 0.000000 0.000000 0
16 0.000000 0.000000 0.000000 0
17 0.000000 0.000000 0.000000 0
18 0.000000 0.000000 0.000000 0
19 0.988145 0.989216 0.988680 15672
20 0.656151 0.437895 0.525253 475
avg / total 0.978378 0.972998 0.975047 16147
Classification report for turbine 23, 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 34
18 0.000000 0.000000 0.000000 36
19 0.970543 0.989277 0.979820 15387
20 0.668192 0.621277 0.643881 470
avg / total 0.944312 0.960798 0.952444 16147
Classification report for turbine 23, turbine category 11
precision recall f1-score support
10 1.000000 0.111111 0.200000 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 0.940020 0.985835 0.962383 14896
20 0.651163 0.634921 0.642939 441
avg / total 0.886091 0.926921 0.905604 16147
Classification report for turbine 23, turbine category 12
precision recall f1-score support
19 0.988546 0.991258 0.989900 15672
20 0.682870 0.621053 0.650496 475
avg / total 0.979554 0.980368 0.979916 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 0.975056 0.991395 0.983157 15456
20 0.673611 0.628510 0.650279 463
avg / total 0.952644 0.966991 0.959730 16147
------------------------------------------------------------------------
Classification report for turbine 23, turbine category 0
precision recall f1-score support
19 0.977273 0.993059 0.985102 15415
20 0.778468 0.513661 0.618930 732
avg / total 0.968260 0.971326 0.968503 16147
Classification report for turbine 23, turbine category 1
precision recall f1-score support
19 0.977273 0.993059 0.985102 15415
20 0.778468 0.513661 0.618930 732
avg / total 0.968260 0.971326 0.968503 16147
Classification report for turbine 23, turbine category 2
precision recall f1-score support
19 0.977273 0.993059 0.985102 15415
20 0.778468 0.513661 0.618930 732
avg / total 0.968260 0.971326 0.968503 16147
Classification report for turbine 23, turbine category 3
precision recall f1-score support
10 0.000000 0.000000 0.000000 0
11 0.000000 0.000000 0.000000 0
12 0.000000 0.000000 0.000000 0
13 0.000000 0.000000 0.000000 0
14 0.000000 0.000000 0.000000 0
15 0.000000 0.000000 0.000000 0
16 0.000000 0.000000 0.000000 0
17 0.000000 0.000000 0.000000 0
18 0.000000 0.000000 0.000000 0
19 0.977718 0.990594 0.984114 15415
20 0.753304 0.467213 0.576728 732
avg / total 0.967545 0.966867 0.965645 16147
Classification report for turbine 23, turbine category 4
precision recall f1-score support
12 0.000000 0.000000 0.000000 0
15 0.000000 0.000000 0.000000 0
16 0.000000 0.000000 0.000000 0
17 0.000000 0.000000 0.000000 0
19 0.977205 0.992799 0.984940 15415
20 0.767391 0.482240 0.592282 732
avg / total 0.967693 0.969654 0.967140 16147
Classification report for turbine 23, turbine category 5
precision recall f1-score support
19 0.977273 0.993059 0.985102 15415
20 0.778468 0.513661 0.618930 732
avg / total 0.968260 0.971326 0.968503 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 0.923195 0.992859 0.956761 14564
20 0.768116 0.522535 0.621961 710
avg / total 0.866463 0.918499 0.890311 16147
Classification report for turbine 23, turbine category 7
precision recall f1-score support
10 0.000000 0.000000 0.000000 0
17 0.000000 0.000000 0.000000 0
19 0.977337 0.993124 0.985167 15415
20 0.785417 0.515027 0.622112 732
avg / total 0.968636 0.971450 0.968708 16147
Classification report for turbine 23, turbine category 8
precision recall f1-score support
10 0.000000 0.000000 0.000000 0
11 0.000000 0.000000 0.000000 0
12 0.000000 0.000000 0.000000 0
13 0.000000 0.000000 0.000000 0
14 0.000000 0.000000 0.000000 0
15 0.000000 0.000000 0.000000 0
16 0.000000 0.000000 0.000000 0
17 0.000000 0.000000 0.000000 0
18 0.000000 0.000000 0.000000 0
19 0.978846 0.981576 0.980209 15415
20 0.752941 0.437158 0.553155 732
avg / total 0.968605 0.956896 0.960849 16147
Classification report for turbine 23, turbine category 9
precision recall f1-score support
10 0.127660 0.054795 0.076677 219
11 0.000000 0.000000 0.000000 287
12 0.000000 0.000000 0.000000 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 0.000000 0.000000 0.000000 288
18 0.000000 0.000000 0.000000 287
19 0.831234 0.990248 0.903800 13126
20 0.350975 0.248521 0.290993 507
avg / total 0.688467 0.813526 0.744882 16147
Classification report for turbine 23, turbine category 10
precision recall f1-score support
10 0.000000 0.000000 0.000000 0
12 0.000000 0.000000 0.000000 0
13 0.000000 0.000000 0.000000 0
15 0.000000 0.000000 0.000000 0
16 0.000000 0.000000 0.000000 0
17 0.000000 0.000000 0.000000 0
18 0.000000 0.000000 0.000000 0
19 0.977313 0.992086 0.984644 15415
20 0.780083 0.513661 0.619440 732
avg / total 0.968372 0.970397 0.968088 16147
Classification report for turbine 23, turbine category 11
precision recall f1-score support
10 0.000000 0.000000 0.000000 14
11 0.000000 0.000000 0.000000 71
12 0.000000 0.000000 0.000000 71
13 0.000000 0.000000 0.000000 72
14 0.000000 0.000000 0.000000 72
15 0.000000 0.000000 0.000000 71
16 0.000000 0.000000 0.000000 71
17 0.000000 0.000000 0.000000 72
18 0.000000 0.000000 0.000000 72
19 0.943137 0.989774 0.965893 14864
20 0.773585 0.529412 0.628620 697
avg / total 0.901591 0.933982 0.916281 16147
Classification report for turbine 23, turbine category 12
precision recall f1-score support
19 0.977273 0.993059 0.985102 15415
20 0.778468 0.513661 0.618930 732
avg / total 0.968260 0.971326 0.968503 16147
Classification report for turbine 23, turbine category 13
precision recall f1-score support
13 0.000000 0.000000 0.000000 0
19 0.977270 0.992929 0.985037 15415
20 0.776860 0.513661 0.618421 732
avg / total 0.968185 0.971202 0.968417 16147
------------------------------------------------------------------------
Classification report for turbine 24, turbine category 0
precision recall f1-score support
19 0.940167 0.991505 0.965154 16244
20 0.650633 0.200468 0.306500 1282
avg / total 0.918988 0.933641 0.916974 17526
Classification report for turbine 24, turbine category 1
precision recall f1-score support
19 0.940167 0.991505 0.965154 16244
20 0.650633 0.200468 0.306500 1282
avg / total 0.918988 0.933641 0.916974 17526
Classification report for turbine 24, turbine category 2
precision recall f1-score support
19 0.940167 0.991505 0.965154 16244
20 0.650633 0.200468 0.306500 1282
avg / total 0.918988 0.933641 0.916974 17526
Classification report for turbine 24, turbine category 3
precision recall f1-score support
10 0.933333 0.084337 0.154696 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 0.875727 0.985395 0.927330 15132
20 0.471053 0.176355 0.256631 1015
avg / total 0.792226 0.861805 0.816987 17526
Classification report for turbine 24, turbine category 4
precision recall f1-score support
12 0.000000 0.000000 0.000000 0
13 0.000000 0.000000 0.000000 0
19 0.939847 0.985902 0.962324 16244
20 0.644501 0.196568 0.301255 1282
avg / total 0.918243 0.928164 0.913968 17526
Classification report for turbine 24, turbine category 5
precision recall f1-score support
19 0.940167 0.991505 0.965154 16244
20 0.650633 0.200468 0.306500 1282
avg / total 0.918988 0.933641 0.916974 17526
Classification report for turbine 24, turbine category 6
precision recall f1-score support
10 0.000000 0.000000 0.000000 306
11 0.000000 0.000000 0.000000 52
12 0.041667 0.084746 0.055866 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 0.914393 0.985022 0.948394 15756
20 0.566038 0.138632 0.222717 1082
avg / total 0.857132 0.894385 0.866551 17526
Classification report for turbine 24, turbine category 7
precision recall f1-score support
19 0.940167 0.991505 0.965154 16244
20 0.650633 0.200468 0.306500 1282
avg / total 0.918988 0.933641 0.916974 17526
Classification report for turbine 24, turbine category 8
precision recall f1-score support
10 0.201571 0.316872 0.246400 243
11 0.008065 0.006711 0.007326 149
12 0.133333 0.013699 0.024845 146
13 0.000000 0.000000 0.000000 148
14 0.000000 0.000000 0.000000 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 0.000000 0.000000 0.000000 143
19 0.868523 0.966021 0.914681 14921
20 0.558952 0.110631 0.184704 1157
avg / total 0.780303 0.834303 0.794605 17526
Classification report for turbine 24, turbine category 9
precision recall f1-score support
10 0.062500 0.001340 0.002625 746
11 0.000000 0.000000 0.000000 333
12 0.000000 0.000000 0.000000 189
13 0.000000 0.000000 0.000000 181
14 0.000000 0.000000 0.000000 180
15 0.000000 0.000000 0.000000 174
16 0.000000 0.000000 0.000000 183
17 0.000000 0.000000 0.000000 174
18 0.000000 0.000000 0.000000 169
19 0.843818 0.967729 0.901535 14471
20 0.404467 0.224518 0.288751 726
avg / total 0.716145 0.808399 0.756460 17526
Classification report for turbine 24, turbine category 10
precision recall f1-score support
10 0.121622 0.068182 0.087379 132
11 0.000000 0.000000 0.000000 185
12 0.000000 0.000000 0.000000 173
13 0.000000 0.000000 0.000000 157
14 0.000000 0.000000 0.000000 149
15 0.000000 0.000000 0.000000 140
16 0.000000 0.000000 0.000000 147
17 0.000000 0.000000 0.000000 143
18 0.000000 0.000000 0.000000 141
19 0.867543 0.979355 0.920064 14967
20 0.565432 0.192114 0.286788 1192
avg / total 0.780244 0.849937 0.805887 17526
Classification report for turbine 24, turbine category 11
precision recall f1-score support
10 0.035714 0.027778 0.031250 36
11 0.017094 0.009174 0.011940 218
12 0.014085 0.004950 0.007326 202
13 0.017241 0.004695 0.007380 213
14 0.000000 0.000000 0.000000 218
15 0.000000 0.000000 0.000000 217
16 0.018519 0.004545 0.007299 220
17 0.000000 0.000000 0.000000 195
18 0.000000 0.000000 0.000000 186
19 0.855832 0.956850 0.903526 14716
20 0.563910 0.203620 0.299202 1105
avg / total 0.755058 0.816615 0.778004 17526
Classification report for turbine 24, turbine category 12
precision recall f1-score support
19 0.940167 0.991505 0.965154 16244
20 0.650633 0.200468 0.306500 1282
avg / total 0.918988 0.933641 0.916974 17526
Classification report for turbine 24, turbine category 13
precision recall f1-score support
19 0.940167 0.991505 0.965154 16244
20 0.650633 0.200468 0.306500 1282
avg / total 0.918988 0.933641 0.916974 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 0.779463 0.985845 0.870590 11727
20 0.902004 0.439899 0.591385 5524
avg / total 0.805856 0.798300 0.768927 17526
Classification report for turbine 24, turbine category 1
precision recall f1-score support
19 0.787419 0.985902 0.875553 11846
20 0.938010 0.444894 0.603535 5680
avg / total 0.836224 0.810567 0.787395 17526
Classification report for turbine 24, turbine category 2
precision recall f1-score support
19 0.787419 0.985902 0.875553 11846
20 0.938010 0.444894 0.603535 5680
avg / total 0.836224 0.810567 0.787395 17526
Classification report for turbine 24, turbine category 3
precision recall f1-score support
10 0.630769 0.017714 0.034461 4629
11 0.000000 0.000000 0.000000 194
12 0.000000 0.000000 0.000000 188
13 0.000000 0.000000 0.000000 174
14 0.000000 0.000000 0.000000 180
15 0.000000 0.000000 0.000000 181
16 0.000000 0.000000 0.000000 180
17 0.000000 0.000000 0.000000 171
18 0.000000 0.000000 0.000000 188
19 0.651179 0.984447 0.783860 9709
20 0.398305 0.596998 0.477819 1732
avg / total 0.566700 0.609038 0.490563 17526
Classification report for turbine 24, turbine category 4
precision recall f1-score support
10 0.000000 0.000000 0.000000 26
11 0.000000 0.000000 0.000000 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 0.758082 0.985380 0.856914 11423
20 0.921064 0.395046 0.552937 5612
avg / total 0.789032 0.768744 0.735571 17526
Classification report for turbine 24, turbine category 5
precision recall f1-score support
19 0.787419 0.985902 0.875553 11846
20 0.938010 0.444894 0.603535 5680
avg / total 0.836224 0.810567 0.787395 17526
Classification report for turbine 24, turbine category 6
precision recall f1-score support
10 0.196809 0.046717 0.075510 792
11 0.010638 0.010526 0.010582 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 0.000000 0.000000 0.000000 97
17 0.000000 0.000000 0.000000 99
18 0.000000 0.000000 0.000000 94
19 0.776115 0.966646 0.860966 11483
20 0.744148 0.403204 0.523019 4494
avg / total 0.708274 0.738902 0.701685 17526
Classification report for turbine 24, turbine category 7
precision recall f1-score support
19 0.787419 0.985902 0.875553 11846
20 0.938010 0.444894 0.603535 5680
avg / total 0.836224 0.810567 0.787395 17526
Classification report for turbine 24, turbine category 8
precision recall f1-score support
10 0.002757 0.160000 0.005420 25
11 0.000000 0.000000 0.000000 97
12 0.000000 0.000000 0.000000 97
13 0.000000 0.000000 0.000000 96
14 0.000000 0.000000 0.000000 95
15 0.000000 0.000000 0.000000 97
16 0.000000 0.000000 0.000000 92
17 0.000000 0.000000 0.000000 96
18 0.000000 0.000000 0.000000 82
19 0.777012 0.966763 0.861564 11433
20 0.855235 0.228932 0.361181 5316
avg / total 0.766295 0.700331 0.671598 17526
Classification report for turbine 24, turbine category 9
precision recall f1-score support
10 0.056473 0.192308 0.087307 338
11 0.023041 0.156250 0.040161 64
12 0.001828 0.016667 0.003295 60
13 0.000000 0.000000 0.000000 63
14 0.000000 0.000000 0.000000 59
15 0.000000 0.000000 0.000000 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 0.792750 0.954434 0.866111 11434
20 0.862047 0.252706 0.390838 5267
avg / total 0.777438 0.702956 0.684351 17526
Classification report for turbine 24, turbine category 10
precision recall f1-score support
10 0.000000 0.000000 0.000000 92
11 0.000000 0.000000 0.000000 90
12 0.000000 0.000000 0.000000 83
13 0.000000 0.000000 0.000000 86
14 0.000000 0.000000 0.000000 87
15 0.000000 0.000000 0.000000 100
16 0.000000 0.000000 0.000000 84
17 0.000000 0.000000 0.000000 95
18 0.000000 0.000000 0.000000 96
19 0.760822 0.964933 0.850807 11093
20 0.921178 0.378470 0.536512 5620
avg / total 0.776949 0.732112 0.710555 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 0.016667 0.016393 0.016529 61
14 0.000000 0.000000 0.000000 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 0.772188 0.972534 0.860858 11505
20 0.893626 0.369301 0.522622 5505
avg / total 0.787655 0.754479 0.729329 17526
Classification report for turbine 24, turbine category 12
precision recall f1-score support
19 0.787419 0.985902 0.875553 11846
20 0.938010 0.444894 0.603535 5680
avg / total 0.836224 0.810567 0.787395 17526
Classification report for turbine 24, turbine category 13
precision recall f1-score support
19 0.787419 0.985902 0.875553 11846
20 0.938010 0.444894 0.603535 5680
avg / total 0.836224 0.810567 0.787395 17526
------------------------------------------------------------------------
Classification report for turbine 24, turbine category 0
precision recall f1-score support
12 0.000000 0.000000 0.000000 0
14 0.000000 0.000000 0.000000 0
15 0.000000 0.000000 0.000000 0
18 0.000000 0.000000 0.000000 0
19 0.604431 0.972697 0.745568 7545
20 0.962292 0.516481 0.672187 9981
avg / total 0.808232 0.712884 0.703778 17526
Classification report for turbine 24, turbine category 1
precision recall f1-score support
19 0.604644 0.973360 0.745925 7545
20 0.962639 0.518886 0.674305 9981
avg / total 0.808521 0.714538 0.705137 17526
Classification report for turbine 24, turbine category 2
precision recall f1-score support
19 0.604644 0.973360 0.745925 7545
20 0.962639 0.518886 0.674305 9981
avg / total 0.808521 0.714538 0.705137 17526
Classification report for turbine 24, turbine category 3
precision recall f1-score support
10 0.973640 0.177661 0.300491 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 0.359319 0.988855 0.527105 3948
20 0.016708 0.357143 0.031923 168
avg / total 0.808749 0.358952 0.343615 17526
Classification report for turbine 24, turbine category 4
precision recall f1-score support
10 0.000000 0.000000 0.000000 0
13 0.000000 0.000000 0.000000 0
16 0.000000 0.000000 0.000000 0
19 0.604350 0.972167 0.745351 7545
20 0.961546 0.518585 0.673783 9981
avg / total 0.807772 0.713854 0.704593 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 0.519595 0.969730 0.676638 6508
20 0.948327 0.516658 0.668895 9875
avg / total 0.727277 0.651204 0.628147 17526
Classification report for turbine 24, turbine category 6
precision recall f1-score support
10 0.000000 0.000000 0.000000 0
11 0.000000 0.000000 0.000000 0
12 0.000000 0.000000 0.000000 0
13 0.000000 0.000000 0.000000 0
14 0.000000 0.000000 0.000000 0
15 0.000000 0.000000 0.000000 0
16 0.000000 0.000000 0.000000 0
17 0.000000 0.000000 0.000000 0
18 0.000000 0.000000 0.000000 0
19 0.602564 0.971769 0.743875 7545
20 0.949391 0.358982 0.520974 9981
avg / total 0.800081 0.622789 0.616934 17526
Classification report for turbine 24, turbine category 7
precision recall f1-score support
19 0.604644 0.973360 0.745925 7545
20 0.962639 0.518886 0.674305 9981
avg / total 0.808521 0.714538 0.705137 17526
Classification report for turbine 24, turbine category 8
precision recall f1-score support
10 0.005454 0.080882 0.010218 136
11 0.000000 0.000000 0.000000 78
12 0.077778 0.070000 0.073684 100
13 0.000000 0.000000 0.000000 95
14 0.000000 0.000000 0.000000 84
15 0.000000 0.000000 0.000000 85
16 0.000000 0.000000 0.000000 95
17 0.000000 0.000000 0.000000 95
18 0.000000 0.000000 0.000000 66
19 0.557996 0.905849 0.690593 7095
20 0.880989 0.300823 0.448501 9597
avg / total 0.708796 0.532466 0.525663 17526
Classification report for turbine 24, turbine category 9
precision recall f1-score support
10 0.000000 0.000000 0.000000 0
11 0.000000 0.000000 0.000000 0
12 0.000000 0.000000 0.000000 0
13 0.000000 0.000000 0.000000 0
14 0.000000 0.000000 0.000000 0
15 0.000000 0.000000 0.000000 0
16 0.000000 0.000000 0.000000 0
17 0.000000 0.000000 0.000000 0
18 0.000000 0.000000 0.000000 0
19 0.606638 0.944732 0.738844 7545
20 0.959836 0.445346 0.608404 9981
avg / total 0.807783 0.660333 0.664559 17526
Classification report for turbine 24, turbine category 10
precision recall f1-score support
10 0.000000 0.000000 0.000000 0
11 0.000000 0.000000 0.000000 0
12 0.000000 0.000000 0.000000 0
13 0.000000 0.000000 0.000000 0
14 0.000000 0.000000 0.000000 0
15 0.000000 0.000000 0.000000 0
16 0.000000 0.000000 0.000000 0
17 0.000000 0.000000 0.000000 0
18 0.000000 0.000000 0.000000 0
19 0.607341 0.958383 0.743509 7545
20 0.960919 0.519788 0.674642 9981
avg / total 0.808702 0.708604 0.704290 17526
Classification report for turbine 24, turbine category 11
precision recall f1-score support
10 0.000000 0.000000 0.000000 0
11 0.000000 0.000000 0.000000 0
12 0.000000 0.000000 0.000000 0
13 0.000000 0.000000 0.000000 0
14 0.000000 0.000000 0.000000 0
15 0.000000 0.000000 0.000000 0
16 0.000000 0.000000 0.000000 0
17 0.000000 0.000000 0.000000 0
18 0.000000 0.000000 0.000000 0
19 0.612395 0.952154 0.745383 7545
20 0.962608 0.513275 0.669542 9981
avg / total 0.811840 0.702214 0.702192 17526
Classification report for turbine 24, turbine category 12
precision recall f1-score support
19 0.604644 0.973360 0.745925 7545
20 0.962639 0.518886 0.674305 9981
avg / total 0.808521 0.714538 0.705137 17526
Classification report for turbine 24, turbine category 13
precision recall f1-score support
19 0.604644 0.973360 0.745925 7545
20 0.962639 0.518886 0.674305 9981
avg / total 0.808521 0.714538 0.705137 17526
------------------------------------------------------------------------
Classification report for turbine 24, turbine category 0
precision recall f1-score support
10 0.000000 0.000000 0.000000 0
12 0.000000 0.000000 0.000000 0
13 0.000000 0.000000 0.000000 0
15 0.000000 0.000000 0.000000 0
16 0.000000 0.000000 0.000000 0
18 0.000000 0.000000 0.000000 0
19 0.985483 0.989044 0.987260 16885
20 0.689594 0.609984 0.647351 641
avg / total 0.974661 0.975180 0.974828 17526
Classification report for turbine 24, turbine category 1
precision recall f1-score support
19 0.985493 0.989695 0.987589 16885
20 0.694200 0.616225 0.652893 641
avg / total 0.974839 0.976036 0.975348 17526
Classification report for turbine 24, turbine category 2
precision recall f1-score support
19 0.985493 0.989695 0.987589 16885
20 0.694200 0.616225 0.652893 641
avg / total 0.974839 0.976036 0.975348 17526
Classification report for turbine 24, turbine category 3
precision recall f1-score support
10 0.011962 0.057471 0.019802 87
11 0.000000 0.000000 0.000000 179
12 0.000000 0.000000 0.000000 135
13 0.000000 0.000000 0.000000 142
14 0.000000 0.000000 0.000000 139
15 0.000000 0.000000 0.000000 138
16 0.000000 0.000000 0.000000 143
17 0.000000 0.000000 0.000000 144
18 0.000000 0.000000 0.000000 132
19 0.919455 0.971773 0.944890 15694
20 0.592105 0.303541 0.401338 593
avg / total 0.843438 0.880749 0.859798 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 0.971976 0.987625 0.979738 16646
20 0.601054 0.587629 0.594266 582
avg / total 0.943132 0.957549 0.950278 17526
Classification report for turbine 24, turbine category 5
precision recall f1-score support
10 0.083333 0.100000 0.090909 10
11 0.000000 0.000000 0.000000 32
12 0.000000 0.000000 0.000000 26
13 0.000000 0.000000 0.000000 27
14 0.000000 0.000000 0.000000 32
15 0.000000 0.000000 0.000000 30
16 0.000000 0.000000 0.000000 35
17 0.000000 0.000000 0.000000 32
18 0.000000 0.000000 0.000000 30
19 0.972892 0.988301 0.980536 16668
20 0.653025 0.607616 0.629503 604
avg / total 0.947816 0.960915 0.954279 17526
Classification report for turbine 24, turbine category 6
precision recall f1-score support
10 0.012987 0.027027 0.017544 37
11 0.000000 0.000000 0.000000 98
12 0.000000 0.000000 0.000000 98
13 0.000000 0.000000 0.000000 92
14 0.000000 0.000000 0.000000 100
15 0.000000 0.000000 0.000000 92
16 0.000000 0.000000 0.000000 98
17 0.000000 0.000000 0.000000 95
18 0.000000 0.000000 0.000000 95
19 0.942338 0.986686 0.964003 16149
20 0.598765 0.508741 0.550095 572
avg / total 0.887869 0.925824 0.906253 17526
Classification report for turbine 24, turbine category 7
precision recall f1-score support
19 0.985493 0.989695 0.987589 16885
20 0.694200 0.616225 0.652893 641
avg / total 0.974839 0.976036 0.975348 17526
Classification report for turbine 24, turbine category 8
precision recall f1-score support
10 0.000000 0.000000 0.000000 26
11 0.000000 0.000000 0.000000 31
12 0.000000 0.000000 0.000000 29
13 0.000000 0.000000 0.000000 28
14 0.000000 0.000000 0.000000 28
15 0.000000 0.000000 0.000000 35
16 0.000000 0.000000 0.000000 27
17 0.000000 0.000000 0.000000 33
18 0.038462 0.027778 0.032258 36
19 0.970935 0.966613 0.968769 16623
20 0.702811 0.555556 0.620567 630
avg / total 0.946252 0.936837 0.941228 17526
Classification report for turbine 24, turbine category 9
precision recall f1-score support
10 0.000000 0.000000 0.000000 0
11 0.000000 0.000000 0.000000 0
12 0.000000 0.000000 0.000000 0
13 0.000000 0.000000 0.000000 0
14 0.000000 0.000000 0.000000 0
15 0.000000 0.000000 0.000000 0
16 0.000000 0.000000 0.000000 0
17 0.000000 0.000000 0.000000 0
18 0.000000 0.000000 0.000000 0
19 0.986485 0.976962 0.981700 16885
20 0.689655 0.499220 0.579186 641
avg / total 0.975629 0.959489 0.966979 17526
Classification report for turbine 24, turbine category 10
precision recall f1-score support
10 0.000000 0.000000 0.000000 98
11 0.026316 0.009346 0.013793 107
12 0.000000 0.000000 0.000000 82
13 0.000000 0.000000 0.000000 72
14 0.043478 0.013889 0.021053 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 0.949324 0.980021 0.964428 16267
20 0.569395 0.590406 0.579710 542
avg / total 0.899076 0.927993 0.913246 17526
Classification report for turbine 24, 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 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 0.972010 0.973531 0.972770 16623
20 0.692718 0.611285 0.649459 638
avg / total 0.947146 0.945624 0.946292 17526
Classification report for turbine 24, turbine category 12
precision recall f1-score support
19 0.985493 0.989695 0.987589 16885
20 0.694200 0.616225 0.652893 641
avg / total 0.974839 0.976036 0.975348 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 0.971870 0.989552 0.980631 16654
20 0.681898 0.619808 0.649372 626
avg / total 0.947871 0.962456 0.955035 17526
------------------------------------------------------------------------
Classification report for turbine 24, turbine category 0
precision recall f1-score support
10 0.000000 0.000000 0.000000 0
11 0.000000 0.000000 0.000000 0
12 0.000000 0.000000 0.000000 0
17 0.000000 0.000000 0.000000 0
19 0.971068 0.993544 0.982177 16418
20 0.857741 0.555054 0.673973 1108
avg / total 0.963903 0.965822 0.962692 17526
Classification report for turbine 24, turbine category 1
precision recall f1-score support
19 0.970851 0.994031 0.982304 16418
20 0.863128 0.557762 0.677632 1108
avg / total 0.964040 0.966450 0.963043 17526
Classification report for turbine 24, turbine category 2
precision recall f1-score support
19 0.970851 0.994031 0.982304 16418
20 0.863128 0.557762 0.677632 1108
avg / total 0.964040 0.966450 0.963043 17526
Classification report for turbine 24, turbine category 3
precision recall f1-score support
10 0.000000 0.000000 0.000000 0
11 0.000000 0.000000 0.000000 0
12 0.000000 0.000000 0.000000 0
13 0.000000 0.000000 0.000000 0
14 0.000000 0.000000 0.000000 0
15 0.000000 0.000000 0.000000 0
16 0.000000 0.000000 0.000000 0
17 0.000000 0.000000 0.000000 0
18 0.000000 0.000000 0.000000 0
19 0.972007 0.983433 0.977686 16418
20 0.863049 0.301444 0.446823 1108
avg / total 0.965118 0.940317 0.944125 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 0.000000 0.000000 0.000000 72
13 0.000000 0.000000 0.000000 71
14 0.000000 0.000000 0.000000 68
15 0.000000 0.000000 0.000000 72
16 0.000000 0.000000 0.000000 72
17 0.000000 0.000000 0.000000 72
18 0.000000 0.000000 0.000000 72
19 0.938531 0.992692 0.964852 15873
20 0.830295 0.553789 0.664422 1069
avg / total 0.900656 0.932843 0.914377 17526
Classification report for turbine 24, turbine category 5
precision recall f1-score support
10 0.066667 0.200000 0.100000 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 0.956096 0.991525 0.973488 16165
20 0.826531 0.529412 0.645418 1071
avg / total 0.932396 0.946993 0.937389 17526
Classification report for turbine 24, turbine category 6
precision recall f1-score support
10 0.530864 0.083495 0.144295 515
11 0.000000 0.000000 0.000000 561
12 0.000000 0.000000 0.000000 534
13 0.000000 0.000000 0.000000 536
14 0.000000 0.000000 0.000000 496
15 0.000000 0.000000 0.000000 498
16 0.000000 0.000000 0.000000 501
17 0.583333 0.027833 0.053131 503
18 0.200000 0.001992 0.003945 502
19 0.731329 0.991428 0.841744 12366
20 0.294309 0.352140 0.320638 514
avg / total 0.562713 0.713169 0.609199 17526
Classification report for turbine 24, turbine category 7
precision recall f1-score support
19 0.970851 0.994031 0.982304 16418
20 0.863128 0.557762 0.677632 1108
avg / total 0.964040 0.966450 0.963043 17526
Classification report for turbine 24, turbine category 8
precision recall f1-score support
10 0.000000 0.000000 0.000000 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 0.050000 0.013889 0.021739 72
16 0.000000 0.000000 0.000000 72
17 0.000000 0.000000 0.000000 70
18 0.000000 0.000000 0.000000 72
19 0.944705 0.982953 0.963450 15956
20 0.786020 0.572170 0.662260 963
avg / total 0.903472 0.926395 0.913621 17526
Classification report for turbine 24, turbine category 9
precision recall f1-score support
10 0.000000 0.000000 0.000000 127
11 0.000000 0.000000 0.000000 108
12 0.000000 0.000000 0.000000 107
13 0.142857 0.009434 0.017699 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 0.000000 0.000000 0.000000 108
19 0.925875 0.989008 0.956401 15648
20 0.760174 0.581111 0.658690 900
avg / total 0.866563 0.912929 0.887850 17526
Classification report for turbine 24, turbine category 10
precision recall f1-score support
10 0.050000 0.006369 0.011299 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 0.000000 0.000000 0.000000 107
15 0.000000 0.000000 0.000000 108
16 0.000000 0.000000 0.000000 97
17 0.000000 0.000000 0.000000 108
18 0.000000 0.000000 0.000000 107
19 0.918988 0.989571 0.952974 15533
20 0.735502 0.526849 0.613932 987
avg / total 0.856353 0.906767 0.879281 17526
Classification report for turbine 24, turbine category 11
precision recall f1-score support
10 0.000000 0.000000 0.000000 19
11 0.025641 0.009346 0.013699 107
12 0.000000 0.000000 0.000000 107
13 0.058824 0.010309 0.017544 97
14 0.000000 0.000000 0.000000 107
15 0.000000 0.000000 0.000000 103
16 0.000000 0.000000 0.000000 103
17 0.000000 0.000000 0.000000 107
18 0.000000 0.000000 0.000000 106
19 0.928494 0.985939 0.956355 15646
20 0.761644 0.542969 0.633979 1024
avg / total 0.873878 0.912016 0.890990 17526
Classification report for turbine 24, turbine category 12
precision recall f1-score support
19 0.970851 0.994031 0.982304 16418
20 0.863128 0.557762 0.677632 1108
avg / total 0.964040 0.966450 0.963043 17526
Classification report for turbine 24, turbine category 13
precision recall f1-score support
10 0.000000 0.000000 0.000000 0
11 0.000000 0.000000 0.000000 0
12 0.000000 0.000000 0.000000 0
14 0.000000 0.000000 0.000000 0
15 0.000000 0.000000 0.000000 0
19 0.970939 0.993056 0.981873 16418
20 0.862745 0.555957 0.676180 1108
avg / total 0.964099 0.965423 0.962547 17526
------------------------------------------------------------------------
Classification report for turbine 25, turbine category 0
precision recall f1-score support
19 0.977787 0.975991 0.976888 16327
20 0.534994 0.554736 0.544686 813
avg / total 0.956784 0.956009 0.956388 17140
Classification report for turbine 25, turbine category 1
precision recall f1-score support
10 0.000000 0.000000 0.000000 0
11 0.000000 0.000000 0.000000 0
15 0.000000 0.000000 0.000000 0
16 0.000000 0.000000 0.000000 0
18 0.000000 0.000000 0.000000 0
19 0.977737 0.976419 0.977078 16327
20 0.547355 0.547355 0.547355 813
avg / total 0.957323 0.956068 0.956695 17140
Classification report for turbine 25, turbine category 2
precision recall f1-score support
19 0.977787 0.975991 0.976888 16327
20 0.534994 0.554736 0.544686 813
avg / total 0.956784 0.956009 0.956388 17140
Classification report for turbine 25, turbine category 3
precision recall f1-score support
10 0.000000 0.000000 0.000000 0
11 0.000000 0.000000 0.000000 0
12 0.000000 0.000000 0.000000 0
13 0.000000 0.000000 0.000000 0
16 0.000000 0.000000 0.000000 0
17 0.000000 0.000000 0.000000 0
18 0.000000 0.000000 0.000000 0
19 0.978194 0.972622 0.975400 16327
20 0.535885 0.551046 0.543360 813
avg / total 0.957214 0.952625 0.954907 17140
Classification report for turbine 25, turbine category 4
precision recall f1-score support
11 0.000000 0.000000 0.000000 0
12 0.000000 0.000000 0.000000 0
14 0.000000 0.000000 0.000000 0
15 0.000000 0.000000 0.000000 0
17 0.000000 0.000000 0.000000 0
18 0.000000 0.000000 0.000000 0
19 0.977904 0.973112 0.975502 16327
20 0.522406 0.544895 0.533414 813
avg / total 0.956298 0.952800 0.954532 17140
Classification report for turbine 25, turbine category 5
precision recall f1-score support
19 0.977787 0.975991 0.976888 16327
20 0.534994 0.554736 0.544686 813
avg / total 0.956784 0.956009 0.956388 17140
Classification report for turbine 25, turbine category 6
precision recall f1-score support
10 0.000000 0.000000 0.000000 0
11 0.000000 0.000000 0.000000 0
12 0.000000 0.000000 0.000000 0
13 0.000000 0.000000 0.000000 0
14 0.000000 0.000000 0.000000 0
15 0.000000 0.000000 0.000000 0
16 0.000000 0.000000 0.000000 0
17 0.000000 0.000000 0.000000 0
18 0.000000 0.000000 0.000000 0
19 0.979482 0.915171 0.946235 16327
20 0.452450 0.193112 0.270690 813
avg / total 0.954483 0.880922 0.914192 17140
Classification report for turbine 25, turbine category 7
precision recall f1-score support
11 0.000000 0.000000 0.000000 0
12 0.000000 0.000000 0.000000 0
13 0.000000 0.000000 0.000000 0
16 0.000000 0.000000 0.000000 0
18 0.000000 0.000000 0.000000 0
19 0.977731 0.973480 0.975601 16327
20 0.538922 0.553506 0.546117 813
avg / total 0.956917 0.953559 0.955229 17140
Classification report for turbine 25, turbine category 8
precision recall f1-score support
10 0.208333 0.106383 0.140845 188
11 0.000000 0.000000 0.000000 147
12 0.000000 0.000000 0.000000 148
13 0.031250 0.013072 0.018433 153
14 0.000000 0.000000 0.000000 143
15 0.020000 0.006623 0.009950 151
16 0.043478 0.014815 0.022099 135
17 0.000000 0.000000 0.000000 146
18 0.000000 0.000000 0.000000 131
19 0.906879 0.966161 0.935582 15160
20 0.361266 0.304075 0.330213 638
avg / total 0.818647 0.867328 0.841767 17140
Classification report for turbine 25, turbine category 9
precision recall f1-score support
10 0.000000 0.000000 0.000000 186
11 0.000000 0.000000 0.000000 103
12 0.000000 0.000000 0.000000 37
13 0.000000 0.000000 0.000000 30
14 0.000000 0.000000 0.000000 31
15 0.000000 0.000000 0.000000 31
16 0.000000 0.000000 0.000000 31
17 0.000000 0.000000 0.000000 29
18 0.000000 0.000000 0.000000 29
19 0.961947 0.975660 0.968755 16064
20 0.284698 0.421793 0.339943 569
avg / total 0.911010 0.928413 0.919224 17140
Classification report for turbine 25, turbine category 10
precision recall f1-score support
10 0.000000 0.000000 0.000000 0
11 0.000000 0.000000 0.000000 0
12 0.000000 0.000000 0.000000 0
13 0.000000 0.000000 0.000000 0
14 0.000000 0.000000 0.000000 0
15 0.000000 0.000000 0.000000 0
16 0.000000 0.000000 0.000000 0
17 0.000000 0.000000 0.000000 0
18 0.000000 0.000000 0.000000 0
19 0.979256 0.962822 0.970970 16327
20 0.539100 0.559656 0.549185 813
avg / total 0.958378 0.943699 0.950963 17140
Classification report for turbine 25, turbine category 11
precision recall f1-score support
10 0.000000 0.000000 0.000000 19
11 0.000000 0.000000 0.000000 108
12 0.000000 0.000000 0.000000 124
13 0.000000 0.000000 0.000000 122
14 0.000000 0.000000 0.000000 129
15 0.000000 0.000000 0.000000 128
16 0.000000 0.000000 0.000000 129
17 0.000000 0.000000 0.000000 115
18 0.000000 0.000000 0.000000 126
19 0.926953 0.943829 0.935315 15435
20 0.430095 0.514894 0.468689 705
avg / total 0.852435 0.871120 0.861553 17140
Classification report for turbine 25, turbine category 12
precision recall f1-score support
19 0.977787 0.975991 0.976888 16327
20 0.534994 0.554736 0.544686 813
avg / total 0.956784 0.956009 0.956388 17140
Classification report for turbine 25, turbine category 13
precision recall f1-score support
19 0.977787 0.975991 0.976888 16327
20 0.534994 0.554736 0.544686 813
avg / total 0.956784 0.956009 0.956388 17140
------------------------------------------------------------------------
Classification report for turbine 25, turbine category 0
precision recall f1-score support
19 0.963616 0.989898 0.976581 15839
20 0.815880 0.544965 0.653456 1301
avg / total 0.952402 0.956126 0.952054 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 0.948986 0.992607 0.970306 15555
20 0.734954 0.584715 0.651282 1086
avg / total 0.907797 0.937865 0.921844 17140
Classification report for turbine 25, turbine category 2
precision recall f1-score support
19 0.963616 0.989898 0.976581 15839
20 0.815880 0.544965 0.653456 1301
avg / total 0.952402 0.956126 0.952054 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 0.934301 0.991643 0.962118 15316
20 0.688581 0.589339 0.635106 1013
avg / total 0.875571 0.920945 0.897268 17140
Classification report for turbine 25, turbine category 4
precision recall f1-score support
11 0.000000 0.000000 0.000000 0
12 0.000000 0.000000 0.000000 0
13 0.000000 0.000000 0.000000 0
14 0.000000 0.000000 0.000000 0
15 0.000000 0.000000 0.000000 0
19 0.967864 0.988762 0.978201 15839
20 0.822870 0.564181 0.669403 1301
avg / total 0.956858 0.956534 0.954762 17140
Classification report for turbine 25, turbine category 5
precision recall f1-score support
19 0.963616 0.989898 0.976581 15839
20 0.815880 0.544965 0.653456 1301
avg / total 0.952402 0.956126 0.952054 17140
Classification report for turbine 25, turbine category 6
precision recall f1-score support
10 0.000000 0.000000 0.000000 0
11 0.000000 0.000000 0.000000 0
12 0.000000 0.000000 0.000000 0
13 0.000000 0.000000 0.000000 0
14 0.000000 0.000000 0.000000 0
15 0.000000 0.000000 0.000000 0
16 0.000000 0.000000 0.000000 0
17 0.000000 0.000000 0.000000 0
18 0.000000 0.000000 0.000000 0
19 0.969146 0.969758 0.969452 15839
20 0.719192 0.273636 0.396437 1301
avg / total 0.950174 0.916919 0.925958 17140
Classification report for turbine 25, turbine category 7
precision recall f1-score support
10 0.000000 0.000000 0.000000 0
12 0.000000 0.000000 0.000000 0
13 0.000000 0.000000 0.000000 0
19 0.963607 0.989646 0.976453 15839
20 0.816820 0.544965 0.653757 1301
avg / total 0.952466 0.955893 0.951959 17140
Classification report for turbine 25, turbine category 8
precision recall f1-score support
10 0.000000 0.000000 0.000000 243
11 0.000000 0.000000 0.000000 54
12 0.000000 0.000000 0.000000 55
13 0.000000 0.000000 0.000000 59
14 0.000000 0.000000 0.000000 61
15 0.000000 0.000000 0.000000 51
16 0.000000 0.000000 0.000000 60
17 0.000000 0.000000 0.000000 49
18 0.000000 0.000000 0.000000 55
19 0.935820 0.980427 0.957604 15378
20 0.545918 0.398140 0.460463 1075
avg / total 0.873857 0.904609 0.888042 17140
Classification report for turbine 25, turbine category 9
precision recall f1-score support
10 0.000000 0.000000 0.000000 0
11 0.000000 0.000000 0.000000 0
12 0.000000 0.000000 0.000000 0
13 0.000000 0.000000 0.000000 0
14 0.000000 0.000000 0.000000 0
18 0.000000 0.000000 0.000000 0
19 0.963527 0.987373 0.975304 15839
20 0.806974 0.498078 0.615970 1301
avg / total 0.951644 0.950233 0.948029 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 0.950856 0.988666 0.969393 15617
20 0.812135 0.546740 0.653521 1273
avg / total 0.926684 0.941424 0.931793 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 0.040000 0.072727 0.051613 55
17 0.061224 0.050000 0.055046 60
18 0.000000 0.000000 0.000000 58
19 0.938990 0.976000 0.957137 15375
20 0.819137 0.546304 0.655462 1285
avg / total 0.904051 0.916861 0.908075 17140
Classification report for turbine 25, turbine category 12
precision recall f1-score support
19 0.963616 0.989898 0.976581 15839
20 0.815880 0.544965 0.653456 1301
avg / total 0.952402 0.956126 0.952054 17140
Classification report for turbine 25, turbine category 13
precision recall f1-score support
19 0.963616 0.989898 0.976581 15839
20 0.815880 0.544965 0.653456 1301
avg / total 0.952402 0.956126 0.952054 17140
------------------------------------------------------------------------
Classification report for turbine 25, turbine category 0
precision recall f1-score support
19 0.892879 0.984407 0.936412 14750
20 0.738041 0.271130 0.396573 2390
avg / total 0.871288 0.884947 0.861137 17140
Classification report for turbine 25, turbine category 1
precision recall f1-score support
10 0.000000 0.000000 0.000000 0
11 0.000000 0.000000 0.000000 0
12 0.000000 0.000000 0.000000 0
13 0.000000 0.000000 0.000000 0
14 0.000000 0.000000 0.000000 0
15 0.000000 0.000000 0.000000 0
16 0.000000 0.000000 0.000000 0
17 0.000000 0.000000 0.000000 0
18 0.000000 0.000000 0.000000 0
19 0.892694 0.982508 0.935451 14750
20 0.730216 0.254812 0.377792 2390
avg / total 0.870038 0.881039 0.857691 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 0.878428 0.984154 0.928291 14515
20 0.724374 0.267452 0.390663 2378
avg / total 0.844396 0.870537 0.840323 17140
Classification report for turbine 25, turbine category 3
precision recall f1-score support
10 0.000000 0.000000 0.000000 0
11 0.000000 0.000000 0.000000 0
12 0.000000 0.000000 0.000000 0
13 0.000000 0.000000 0.000000 0
14 0.000000 0.000000 0.000000 0
15 0.000000 0.000000 0.000000 0
16 0.000000 0.000000 0.000000 0
17 0.000000 0.000000 0.000000 0
19 0.892699 0.981424 0.934961 14750
20 0.734884 0.264435 0.388923 2390
avg / total 0.870693 0.881447 0.858821 17140
Classification report for turbine 25, turbine category 4
precision recall f1-score support
11 0.000000 0.000000 0.000000 0
19 0.892824 0.984407 0.936382 14750
20 0.737084 0.268619 0.393744 2390
avg / total 0.871108 0.884597 0.860716 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 0.874247 0.984148 0.925948 14446
20 0.566059 0.222371 0.319306 2235
avg / total 0.810648 0.858460 0.822047 17140
Classification report for turbine 25, turbine category 6
precision recall f1-score support
10 0.018519 0.290323 0.034816 31
11 0.000000 0.000000 0.000000 99
12 0.000000 0.000000 0.000000 81
13 0.000000 0.000000 0.000000 92
14 0.000000 0.000000 0.000000 79
15 0.000000 0.000000 0.000000 90
16 0.000000 0.000000 0.000000 91
17 0.000000 0.000000 0.000000 93
18 0.000000 0.000000 0.000000 89
19 0.845921 0.956754 0.897931 14036
20 0.710526 0.114455 0.197152 2359
avg / total 0.790552 0.799767 0.762515 17140
Classification report for turbine 25, turbine category 7
precision recall f1-score support
10 0.000000 0.000000 0.000000 0
11 0.000000 0.000000 0.000000 0
19 0.892822 0.983254 0.935859 14750
20 0.737201 0.271130 0.396452 2390
avg / total 0.871122 0.883956 0.860644 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 0.879334 0.978910 0.926454 14509
20 0.712159 0.240671 0.359762 2385
avg / total 0.843451 0.862135 0.834303 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 0.877932 0.983315 0.927640 14504
20 0.731034 0.267677 0.391867 2376
avg / total 0.844251 0.869195 0.839298 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 0.876525 0.982934 0.926685 14473
20 0.725537 0.255785 0.378227 2377
avg / total 0.840755 0.865461 0.834945 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 0.041667 0.032258 0.036364 31
18 0.000000 0.000000 0.000000 26
19 0.878758 0.976646 0.925120 14516
20 0.733258 0.270746 0.395470 2386
avg / total 0.846376 0.864877 0.838609 17140
Classification report for turbine 25, turbine category 12
precision recall f1-score support
19 0.892879 0.984407 0.936412 14750
20 0.738041 0.271130 0.396573 2390
avg / total 0.871288 0.884947 0.861137 17140
Classification report for turbine 25, turbine category 13
precision recall f1-score support
19 0.892879 0.984407 0.936412 14750
20 0.738041 0.271130 0.396573 2390
avg / total 0.871288 0.884947 0.861137 17140
------------------------------------------------------------------------
Classification report for turbine 25, turbine category 0
precision recall f1-score support
19 0.960365 0.990780 0.975335 14967
20 0.918776 0.718362 0.806302 2173
avg / total 0.955093 0.956243 0.953905 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 0.909256 0.986460 0.946286 14180
20 0.471789 0.571636 0.516935 1375
avg / total 0.790080 0.861960 0.824336 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 0.942102 0.990738 0.965808 14683
20 0.912839 0.717261 0.803317 2161
avg / total 0.922143 0.939148 0.928642 17140
Classification report for turbine 25, 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 0.941483 0.985286 0.962887 14680
20 0.901720 0.687910 0.780436 2134
avg / total 0.918625 0.929522 0.921857 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 0.932176 0.990910 0.960646 14522
20 0.906416 0.726073 0.806283 2121
avg / total 0.901958 0.929405 0.913689 17140
Classification report for turbine 25, turbine category 5
precision recall f1-score support
10 0.000000 0.000000 0.000000 0
18 0.000000 0.000000 0.000000 0
19 0.960300 0.990713 0.975270 14967
20 0.882653 0.477681 0.619887 2173
avg / total 0.950456 0.925671 0.930214 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 0.000000 0.000000 0.000000 36
13 0.000000 0.000000 0.000000 36
14 0.000000 0.000000 0.000000 36
15 0.071429 0.028571 0.040816 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 0.945994 0.983302 0.964287 14732
20 0.905072 0.657845 0.761905 2116
avg / total 0.924971 0.926429 0.922958 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 0.949028 0.990603 0.969370 14792
20 0.857563 0.708313 0.775825 2057
avg / total 0.921939 0.939907 0.929685 17140
Classification report for turbine 25, turbine category 8
precision recall f1-score support
10 0.007937 0.022727 0.011765 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 0.928790 0.986655 0.956848 14462
20 0.913588 0.651152 0.760362 2127
avg / total 0.897066 0.913361 0.901736 17140
Classification report for turbine 25, turbine category 9
precision recall f1-score support
10 0.241379 0.027451 0.049296 510
11 0.000000 0.000000 0.000000 191
12 0.000000 0.000000 0.000000 183
13 0.000000 0.000000 0.000000 167
14 0.000000 0.000000 0.000000 161
15 0.000000 0.000000 0.000000 154
16 0.000000 0.000000 0.000000 143
17 0.000000 0.000000 0.000000 154
18 0.000000 0.000000 0.000000 150
19 0.874700 0.989643 0.928628 13614
20 0.801357 0.758319 0.779244 1713
avg / total 0.782030 0.862660 0.816939 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 0.000000 0.000000 0.000000 69
17 0.000000 0.000000 0.000000 71
18 0.000000 0.000000 0.000000 72
19 0.922887 0.989069 0.954833 14363
20 0.898923 0.720863 0.800106 2085
avg / total 0.882712 0.916511 0.897461 17140
Classification report for turbine 25, turbine category 11
precision recall f1-score support
10 0.000000 0.000000 0.000000 14
11 0.000000 0.000000 0.000000 56
12 0.000000 0.000000 0.000000 60
13 0.000000 0.000000 0.000000 63
14 0.000000 0.000000 0.000000 85
15 0.000000 0.000000 0.000000 97
16 0.000000 0.000000 0.000000 100
17 0.000000 0.000000 0.000000 97
18 0.000000 0.000000 0.000000 97
19 0.922825 0.981292 0.951161 14379
20 0.887900 0.715583 0.792483 2092
avg / total 0.882543 0.910560 0.894669 17140
Classification report for turbine 25, turbine category 12
precision recall f1-score support
19 0.960365 0.990780 0.975335 14967
20 0.918776 0.718362 0.806302 2173
avg / total 0.955093 0.956243 0.953905 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 0.881096 0.991112 0.932872 13727
20 0.802237 0.750551 0.775533 1816
avg / total 0.790645 0.873279 0.829282 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 0.963038 0.994710 0.978618 15690
20 0.865096 0.715678 0.783325 1129
avg / total 0.938551 0.957701 0.947427 17140
Classification report for turbine 25, turbine category 1
precision recall f1-score support
10 0.000000 0.000000 0.000000 0
11 0.000000 0.000000 0.000000 0
12 0.000000 0.000000 0.000000 0
13 0.000000 0.000000 0.000000 0
14 0.000000 0.000000 0.000000 0
15 0.000000 0.000000 0.000000 0
16 0.000000 0.000000 0.000000 0
17 0.000000 0.000000 0.000000 0
18 0.000000 0.000000 0.000000 0
19 0.978405 0.992343 0.985325 15934
20 0.897277 0.601161 0.719960 1206
avg / total 0.972697 0.964819 0.966653 17140
Classification report for turbine 25, turbine category 2
precision recall f1-score support
10 0.000000 0.000000 0.000000 0
11 0.000000 0.000000 0.000000 0
12 0.000000 0.000000 0.000000 0
17 0.000000 0.000000 0.000000 0
19 0.978118 0.993097 0.985551 15934
20 0.910944 0.703980 0.794200 1206
avg / total 0.973392 0.972754 0.972087 17140
Classification report for turbine 25, turbine category 3
precision recall f1-score support
10 0.000000 0.000000 0.000000 79
11 0.000000 0.000000 0.000000 81
12 0.000000 0.000000 0.000000 61
13 0.000000 0.000000 0.000000 71
14 0.000000 0.000000 0.000000 72
15 0.000000 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 0.948147 0.991908 0.969534 15448
20 0.831351 0.738713 0.782299 1041
avg / total 0.905041 0.938856 0.921338 17140
Classification report for turbine 25, turbine category 4
precision recall f1-score support
10 0.000000 0.000000 0.000000 0
11 0.000000 0.000000 0.000000 0
12 0.000000 0.000000 0.000000 0
13 0.000000 0.000000 0.000000 0
19 0.978451 0.994540 0.986430 15934
20 0.908791 0.685738 0.781664 1206
avg / total 0.973550 0.972812 0.972022 17140
Classification report for turbine 25, turbine category 5
precision recall f1-score support
10 0.000000 0.000000 0.000000 0
11 0.000000 0.000000 0.000000 0
12 0.000000 0.000000 0.000000 0
19 0.978085 0.994352 0.986151 15934
20 0.910064 0.704809 0.794393 1206
avg / total 0.973299 0.973979 0.972659 17140
Classification report for turbine 25, turbine category 6
precision recall f1-score support
10 0.032609 0.063830 0.043165 47
11 0.000000 0.000000 0.000000 215
12 0.000000 0.000000 0.000000 215
13 0.000000 0.000000 0.000000 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 0.000000 0.000000 0.000000 210
18 0.000000 0.000000 0.000000 216
19 0.875860 0.991306 0.930014 14263
20 0.868145 0.666667 0.754181 1116
avg / total 0.785459 0.868495 0.823132 17140
Classification report for turbine 25, turbine category 7
precision recall f1-score support
11 0.000000 0.000000 0.000000 0
12 0.000000 0.000000 0.000000 0
19 0.978215 0.994791 0.986434 15934
20 0.910944 0.703980 0.794200 1206
avg / total 0.973482 0.974329 0.972908 17140
Classification report for turbine 25, turbine category 8
precision recall f1-score support
10 0.068966 0.004975 0.009281 402
11 0.000000 0.000000 0.000000 214
12 0.000000 0.000000 0.000000 215
13 0.000000 0.000000 0.000000 215
14 0.000000 0.000000 0.000000 197
15 0.000000 0.000000 0.000000 176
16 0.000000 0.000000 0.000000 179
17 0.000000 0.000000 0.000000 180
18 0.000000 0.000000 0.000000 163
19 0.881383 0.991080 0.933018 14350
20 0.580328 0.625442 0.602041 849
avg / total 0.768277 0.860852 0.811183 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 0.960669 0.991308 0.975748 15646
20 0.904393 0.582363 0.708502 1202
avg / total 0.940356 0.945741 0.940383 17140
Classification report for turbine 25, turbine category 10
precision recall f1-score support
10 0.000000 0.000000 0.000000 0
11 0.000000 0.000000 0.000000 0
12 0.000000 0.000000 0.000000 0
13 0.000000 0.000000 0.000000 0
14 0.000000 0.000000 0.000000 0
15 0.000000 0.000000 0.000000 0
16 0.000000 0.000000 0.000000 0
17 0.000000 0.000000 0.000000 0
18 0.000000 0.000000 0.000000 0
19 0.978422 0.993159 0.985736 15934
20 0.914530 0.621061 0.739753 1206
avg / total 0.973927 0.966978 0.968428 17140
Classification report for turbine 25, turbine category 11
precision recall f1-score support
10 0.000000 0.000000 0.000000 12
11 0.000000 0.000000 0.000000 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 0.965889 0.991989 0.978765 15728
20 0.759179 0.698113 0.727367 1007
avg / total 0.930921 0.951284 0.940868 17140
Classification report for turbine 25, turbine category 12
precision recall f1-score support
19 0.978095 0.994791 0.986372 15934
20 0.911135 0.705638 0.795327 1206
avg / total 0.973383 0.974446 0.972930 17140
Classification report for turbine 25, turbine category 13
precision recall f1-score support
10 0.000000 0.000000 0.000000 0
11 0.000000 0.000000 0.000000 0
12 0.000000 0.000000 0.000000 0
13 0.000000 0.000000 0.000000 0
14 0.000000 0.000000 0.000000 0
15 0.000000 0.000000 0.000000 0
16 0.000000 0.000000 0.000000 0
17 0.000000 0.000000 0.000000 0
18 0.000000 0.000000 0.000000 0
19 0.978191 0.993661 0.985866 15934
20 0.909392 0.682421 0.779725 1206
avg / total 0.973350 0.971762 0.971361 17140
------------------------------------------------------------------------