__check_build/__init__.py
|
18
|
15
|
0
|
3
|
83.33%
|
__check_build/setup.py
|
9
|
7
|
0
|
2
|
77.78%
|
__init__.py
|
34
|
23
|
0
|
11
|
67.65%
|
_build_utils/__init__.py
|
48
|
28
|
0
|
20
|
58.33%
|
_config.py
|
18
|
18
|
0
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0
|
100.00%
|
base.py
|
198
|
196
|
0
|
2
|
98.99%
|
calibration.py
|
183
|
181
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0
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2
|
98.91%
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cluster/__init__.py
|
10
|
10
|
0
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0
|
100.00%
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cluster/_feature_agglomeration.py
|
24
|
24
|
0
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0
|
100.00%
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cluster/affinity_propagation_.py
|
121
|
120
|
0
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1
|
99.17%
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cluster/bicluster.py
|
173
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164
|
0
|
9
|
94.80%
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cluster/birch.py
|
229
|
228
|
0
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1
|
99.56%
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cluster/dbscan_.py
|
57
|
57
|
0
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0
|
100.00%
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cluster/hierarchical.py
|
309
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307
|
0
|
2
|
99.35%
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cluster/k_means_.py
|
443
|
433
|
0
|
10
|
97.74%
|
cluster/mean_shift_.py
|
103
|
98
|
0
|
5
|
95.15%
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cluster/optics_.py
|
97
|
97
|
0
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0
|
100.00%
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cluster/setup.py
|
17
|
4
|
0
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13
|
23.53%
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cluster/spectral.py
|
101
|
96
|
0
|
5
|
95.05%
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cluster/tests/common.py
|
8
|
8
|
0
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0
|
100.00%
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cluster/tests/test_affinity_propagation.py
|
91
|
91
|
0
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0
|
100.00%
|
cluster/tests/test_bicluster.py
|
150
|
140
|
0
|
10
|
93.33%
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cluster/tests/test_birch.py
|
105
|
105
|
0
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0
|
100.00%
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cluster/tests/test_dbscan.py
|
206
|
206
|
0
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0
|
100.00%
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cluster/tests/test_feature_agglomeration.py
|
27
|
27
|
0
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0
|
100.00%
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cluster/tests/test_hierarchical.py
|
329
|
329
|
0
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0
|
100.00%
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cluster/tests/test_k_means.py
|
479
|
479
|
0
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0
|
100.00%
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cluster/tests/test_mean_shift.py
|
81
|
81
|
0
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0
|
100.00%
|
cluster/tests/test_optics.py
|
135
|
134
|
0
|
1
|
99.26%
|
cluster/tests/test_spectral.py
|
107
|
106
|
0
|
1
|
99.07%
|
compose/__init__.py
|
3
|
3
|
0
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0
|
100.00%
|
compose/_column_transformer.py
|
246
|
242
|
0
|
4
|
98.37%
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compose/_target.py
|
58
|
58
|
0
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0
|
100.00%
|
compose/tests/test_column_transformer.py
|
548
|
545
|
0
|
3
|
99.45%
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compose/tests/test_target.py
|
171
|
171
|
0
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0
|
100.00%
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covariance/__init__.py
|
6
|
6
|
0
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0
|
100.00%
|
covariance/elliptic_envelope.py
|
36
|
35
|
0
|
1
|
97.22%
|
covariance/empirical_covariance_.py
|
69
|
68
|
0
|
1
|
98.55%
|
covariance/graph_lasso_.py
|
231
|
217
|
0
|
14
|
93.94%
|
covariance/robust_covariance.py
|
216
|
200
|
0
|
16
|
92.59%
|
covariance/shrunk_covariance_.py
|
124
|
115
|
0
|
9
|
92.74%
|
covariance/tests/test_covariance.py
|
184
|
184
|
0
|
0
|
100.00%
|
covariance/tests/test_elliptic_envelope.py
|
36
|
36
|
0
|
0
|
100.00%
|
covariance/tests/test_graph_lasso.py
|
77
|
77
|
0
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0
|
100.00%
|
covariance/tests/test_graphical_lasso.py
|
83
|
83
|
0
|
0
|
100.00%
|
covariance/tests/test_robust_covariance.py
|
67
|
67
|
0
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0
|
100.00%
|
cross_decomposition/__init__.py
|
2
|
2
|
0
|
0
|
100.00%
|
cross_decomposition/cca_.py
|
6
|
6
|
0
|
0
|
100.00%
|
cross_decomposition/pls_.py
|
217
|
212
|
0
|
5
|
97.70%
|
cross_decomposition/tests/test_pls.py
|
190
|
190
|
0
|
0
|
100.00%
|
datasets/__init__.py
|
48
|
48
|
0
|
0
|
100.00%
|
datasets/base.py
|
199
|
198
|
0
|
1
|
99.50%
|
datasets/california_housing.py
|
42
|
39
|
0
|
3
|
92.86%
|
datasets/covtype.py
|
50
|
23
|
0
|
27
|
46.00%
|
datasets/kddcup99.py
|
111
|
33
|
0
|
78
|
29.73%
|
datasets/lfw.py
|
161
|
137
|
0
|
24
|
85.09%
|
datasets/mldata.py
|
77
|
70
|
0
|
7
|
90.91%
|
datasets/olivetti_faces.py
|
41
|
12
|
0
|
29
|
29.27%
|
datasets/openml.py
|
268
|
259
|
0
|
9
|
96.64%
|
datasets/rcv1.py
|
114
|
33
|
0
|
81
|
28.95%
|
datasets/samples_generator.py
|
396
|
374
|
0
|
22
|
94.44%
|
datasets/setup.py
|
17
|
15
|
0
|
2
|
88.24%
|
datasets/species_distributions.py
|
71
|
19
|
0
|
52
|
26.76%
|
datasets/svmlight_format.py
|
134
|
127
|
0
|
7
|
94.78%
|
datasets/tests/test_20news.py
|
53
|
22
|
0
|
31
|
41.51%
|
datasets/tests/test_base.py
|
176
|
171
|
0
|
5
|
97.16%
|
datasets/tests/test_california_housing.py
|
15
|
11
|
0
|
4
|
73.33%
|
datasets/tests/test_common.py
|
5
|
5
|
0
|
0
|
100.00%
|
datasets/tests/test_covtype.py
|
21
|
11
|
0
|
10
|
52.38%
|
datasets/tests/test_kddcup99.py
|
34
|
14
|
0
|
20
|
41.18%
|
datasets/tests/test_lfw.py
|
91
|
88
|
0
|
3
|
96.70%
|
datasets/tests/test_mldata.py
|
90
|
90
|
0
|
0
|
100.00%
|
datasets/tests/test_openml.py
|
371
|
363
|
0
|
8
|
97.84%
|
datasets/tests/test_rcv1.py
|
49
|
16
|
0
|
33
|
32.65%
|
datasets/tests/test_samples_generator.py
|
256
|
256
|
0
|
0
|
100.00%
|
datasets/tests/test_svmlight_format.py
|
312
|
308
|
0
|
4
|
98.72%
|
datasets/twenty_newsgroups.py
|
162
|
41
|
0
|
121
|
25.31%
|
decomposition/__init__.py
|
12
|
12
|
0
|
0
|
100.00%
|
decomposition/base.py
|
48
|
47
|
0
|
1
|
97.92%
|
decomposition/dict_learning.py
|
328
|
306
|
0
|
22
|
93.29%
|
decomposition/factor_analysis.py
|
111
|
111
|
0
|
0
|
100.00%
|
decomposition/fastica_.py
|
177
|
171
|
0
|
6
|
96.61%
|
decomposition/incremental_pca.py
|
73
|
73
|
0
|
0
|
100.00%
|
decomposition/kernel_pca.py
|
96
|
94
|
0
|
2
|
97.92%
|
decomposition/nmf.py
|
404
|
393
|
0
|
11
|
97.28%
|
decomposition/online_lda.py
|
232
|
232
|
0
|
0
|
100.00%
|
decomposition/pca.py
|
159
|
155
|
0
|
4
|
97.48%
|
decomposition/setup.py
|
15
|
13
|
0
|
2
|
86.67%
|
decomposition/sparse_pca.py
|
76
|
76
|
0
|
0
|
100.00%
|
decomposition/tests/test_dict_learning.py
|
241
|
240
|
0
|
1
|
99.59%
|
decomposition/tests/test_factor_analysis.py
|
52
|
52
|
0
|
0
|
100.00%
|
decomposition/tests/test_fastica.py
|
167
|
163
|
0
|
4
|
97.60%
|
decomposition/tests/test_incremental_pca.py
|
212
|
212
|
0
|
0
|
100.00%
|
decomposition/tests/test_kernel_pca.py
|
141
|
140
|
0
|
1
|
99.29%
|
decomposition/tests/test_nmf.py
|
319
|
316
|
0
|
3
|
99.06%
|
decomposition/tests/test_online_lda.py
|
219
|
219
|
0
|
0
|
100.00%
|
decomposition/tests/test_pca.py
|
444
|
444
|
0
|
0
|
100.00%
|
decomposition/tests/test_sparse_pca.py
|
148
|
129
|
0
|
19
|
87.16%
|
decomposition/tests/test_truncated_svd.py
|
129
|
129
|
0
|
0
|
100.00%
|
decomposition/truncated_svd.py
|
48
|
47
|
0
|
1
|
97.92%
|
discriminant_analysis.py
|
234
|
233
|
0
|
1
|
99.57%
|
dummy.py
|
187
|
184
|
0
|
3
|
98.40%
|
ensemble/__init__.py
|
21
|
21
|
0
|
0
|
100.00%
|
ensemble/_gb_losses.py
|
263
|
253
|
0
|
10
|
96.20%
|
ensemble/_hist_gradient_boosting/binning.py
|
43
|
43
|
0
|
0
|
100.00%
|
ensemble/_hist_gradient_boosting/gradient_boosting.py
|
253
|
250
|
0
|
3
|
98.81%
|
ensemble/_hist_gradient_boosting/grower.py
|
183
|
183
|
0
|
0
|
100.00%
|
ensemble/_hist_gradient_boosting/loss.py
|
86
|
84
|
0
|
2
|
97.67%
|
ensemble/_hist_gradient_boosting/predictor.py
|
22
|
22
|
0
|
0
|
100.00%
|
ensemble/bagging.py
|
265
|
260
|
0
|
5
|
98.11%
|
ensemble/base.py
|
54
|
53
|
0
|
1
|
98.15%
|
ensemble/forest.py
|
340
|
335
|
0
|
5
|
98.53%
|
ensemble/gradient_boosting.py
|
688
|
469
|
0
|
219
|
68.17%
|
ensemble/iforest.py
|
114
|
112
|
0
|
2
|
98.25%
|
ensemble/partial_dependence.py
|
158
|
52
|
0
|
106
|
32.91%
|
ensemble/setup.py
|
19
|
17
|
0
|
2
|
89.47%
|
ensemble/tests/test_bagging.py
|
387
|
387
|
0
|
0
|
100.00%
|
ensemble/tests/test_base.py
|
72
|
72
|
0
|
0
|
100.00%
|
ensemble/tests/test_forest.py
|
736
|
736
|
0
|
0
|
100.00%
|
ensemble/tests/test_gradient_boosting.py
|
775
|
768
|
0
|
7
|
99.10%
|
ensemble/tests/test_gradient_boosting_loss_functions.py
|
177
|
171
|
0
|
6
|
96.61%
|
ensemble/tests/test_iforest.py
|
190
|
190
|
0
|
0
|
100.00%
|
ensemble/tests/test_partial_dependence.py
|
121
|
84
|
0
|
37
|
69.42%
|
ensemble/tests/test_voting.py
|
283
|
283
|
0
|
0
|
100.00%
|
ensemble/tests/test_weight_boosting.py
|
270
|
270
|
0
|
0
|
100.00%
|
ensemble/voting.py
|
105
|
104
|
0
|
1
|
99.05%
|
ensemble/weight_boosting.py
|
282
|
271
|
0
|
11
|
96.10%
|
exceptions.py
|
11
|
11
|
0
|
0
|
100.00%
|
experimental/__init__.py
|
2
|
2
|
0
|
0
|
100.00%
|
feature_extraction/__init__.py
|
5
|
5
|
0
|
0
|
100.00%
|
feature_extraction/dict_vectorizer.py
|
125
|
122
|
0
|
3
|
97.60%
|
feature_extraction/hashing.py
|
44
|
42
|
0
|
2
|
95.45%
|
feature_extraction/image.py
|
156
|
156
|
0
|
0
|
100.00%
|
feature_extraction/setup.py
|
13
|
13
|
0
|
0
|
100.00%
|
feature_extraction/stop_words.py
|
1
|
1
|
0
|
0
|
100.00%
|
feature_extraction/tests/test_dict_vectorizer.py
|
68
|
68
|
0
|
0
|
100.00%
|
feature_extraction/tests/test_feature_hasher.py
|
82
|
82
|
0
|
0
|
100.00%
|
feature_extraction/tests/test_image.py
|
216
|
216
|
0
|
0
|
100.00%
|
feature_extraction/tests/test_text.py
|
665
|
656
|
0
|
9
|
98.65%
|
feature_extraction/text.py
|
472
|
456
|
0
|
16
|
96.61%
|
feature_selection/__init__.py
|
16
|
16
|
0
|
0
|
100.00%
|
feature_selection/base.py
|
38
|
37
|
0
|
1
|
97.37%
|
feature_selection/from_model.py
|
84
|
79
|
0
|
5
|
94.05%
|
feature_selection/mutual_info_.py
|
114
|
114
|
0
|
0
|
100.00%
|
feature_selection/rfe.py
|
133
|
130
|
0
|
3
|
97.74%
|
feature_selection/tests/test_base.py
|
72
|
72
|
0
|
0
|
100.00%
|
feature_selection/tests/test_chi2.py
|
53
|
51
|
0
|
2
|
96.23%
|
feature_selection/tests/test_feature_select.py
|
387
|
387
|
0
|
0
|
100.00%
|
feature_selection/tests/test_from_model.py
|
188
|
188
|
0
|
0
|
100.00%
|
feature_selection/tests/test_mutual_info.py
|
98
|
98
|
0
|
0
|
100.00%
|
feature_selection/tests/test_rfe.py
|
235
|
232
|
0
|
3
|
98.72%
|
feature_selection/tests/test_variance_threshold.py
|
14
|
14
|
0
|
0
|
100.00%
|
feature_selection/univariate_selection.py
|
188
|
187
|
0
|
1
|
99.47%
|
feature_selection/variance_threshold.py
|
23
|
23
|
0
|
0
|
100.00%
|
gaussian_process/__init__.py
|
7
|
7
|
0
|
0
|
100.00%
|
gaussian_process/correlation_models.py
|
79
|
9
|
0
|
70
|
11.39%
|
gaussian_process/gpc.py
|
190
|
175
|
0
|
15
|
92.11%
|
gaussian_process/gpr.py
|
146
|
137
|
0
|
9
|
93.84%
|
gaussian_process/kernels.py
|
535
|
489
|
0
|
46
|
91.40%
|
gaussian_process/regression_models.py
|
20
|
6
|
0
|
14
|
30.00%
|
gaussian_process/tests/test_gpc.py
|
77
|
77
|
0
|
0
|
100.00%
|
gaussian_process/tests/test_gpr.py
|
179
|
179
|
0
|
0
|
100.00%
|
gaussian_process/tests/test_kernels.py
|
161
|
159
|
0
|
2
|
98.76%
|
impute.py
|
433
|
425
|
0
|
8
|
98.15%
|
isotonic.py
|
107
|
106
|
0
|
1
|
99.07%
|
kernel_approximation.py
|
162
|
162
|
0
|
0
|
100.00%
|
kernel_ridge.py
|
41
|
40
|
0
|
1
|
97.56%
|
linear_model/__init__.py
|
16
|
16
|
0
|
0
|
100.00%
|
linear_model/base.py
|
188
|
187
|
0
|
1
|
99.47%
|
linear_model/bayes.py
|
177
|
170
|
0
|
7
|
96.05%
|
linear_model/coordinate_descent.py
|
431
|
418
|
0
|
13
|
96.98%
|
linear_model/huber.py
|
88
|
86
|
0
|
2
|
97.73%
|
linear_model/least_angle.py
|
414
|
397
|
0
|
17
|
95.89%
|
linear_model/logistic.py
|
558
|
552
|
0
|
6
|
98.92%
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linear_model/omp.py
|
269
|
259
|
0
|
10
|
96.28%
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linear_model/passive_aggressive.py
|
31
|
31
|
0
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0
|
100.00%
|
linear_model/perceptron.py
|
4
|
4
|
0
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0
|
100.00%
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linear_model/ransac.py
|
145
|
143
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0
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2
|
98.62%
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linear_model/ridge.py
|
435
|
420
|
0
|
15
|
96.55%
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linear_model/sag.py
|
73
|
68
|
0
|
5
|
93.15%
|
linear_model/setup.py
|
25
|
18
|
0
|
7
|
72.00%
|
linear_model/stochastic_gradient.py
|
424
|
418
|
0
|
6
|
98.58%
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linear_model/tests/test_base.py
|
332
|
332
|
0
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0
|
100.00%
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linear_model/tests/test_bayes.py
|
123
|
123
|
0
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0
|
100.00%
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linear_model/tests/test_coordinate_descent.py
|
535
|
535
|
0
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0
|
100.00%
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linear_model/tests/test_huber.py
|
128
|
128
|
0
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0
|
100.00%
|
linear_model/tests/test_least_angle.py
|
360
|
360
|
0
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0
|
100.00%
|
linear_model/tests/test_logistic.py
|
959
|
958
|
0
|
1
|
99.90%
|
linear_model/tests/test_omp.py
|
143
|
143
|
0
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0
|
100.00%
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linear_model/tests/test_passive_aggressive.py
|
175
|
175
|
0
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0
|
100.00%
|
linear_model/tests/test_perceptron.py
|
52
|
52
|
0
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0
|
100.00%
|
linear_model/tests/test_ransac.py
|
270
|
270
|
0
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0
|
100.00%
|
linear_model/tests/test_ridge.py
|
583
|
583
|
0
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0
|
100.00%
|
linear_model/tests/test_sag.py
|
510
|
503
|
0
|
7
|
98.63%
|
linear_model/tests/test_sgd.py
|
803
|
800
|
0
|
3
|
99.63%
|
linear_model/tests/test_sparse_coordinate_descent.py
|
201
|
201
|
0
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0
|
100.00%
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linear_model/tests/test_theil_sen.py
|
191
|
191
|
0
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0
|
100.00%
|
linear_model/theil_sen.py
|
111
|
111
|
0
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0
|
100.00%
|
manifold/__init__.py
|
6
|
6
|
0
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0
|
100.00%
|
manifold/isomap.py
|
48
|
48
|
0
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0
|
100.00%
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manifold/locally_linear.py
|
219
|
202
|
0
|
17
|
92.24%
|
manifold/mds.py
|
104
|
98
|
0
|
6
|
94.23%
|
manifold/setup.py
|
15
|
13
|
0
|
2
|
86.67%
|
manifold/spectral_embedding_.py
|
161
|
147
|
0
|
14
|
91.30%
|
manifold/t_sne.py
|
249
|
248
|
0
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1
|
99.60%
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manifold/tests/test_isomap.py
|
71
|
71
|
0
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0
|
100.00%
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manifold/tests/test_locally_linear.py
|
83
|
83
|
0
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0
|
100.00%
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manifold/tests/test_mds.py
|
22
|
22
|
0
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0
|
100.00%
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manifold/tests/test_spectral_embedding.py
|
158
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157
|
0
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1
|
99.37%
|
manifold/tests/test_t_sne.py
|
488
|
483
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0
|
5
|
98.98%
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metrics/__init__.py
|
61
|
61
|
0
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0
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100.00%
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metrics/base.py
|
46
|
46
|
0
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0
|
100.00%
|
metrics/classification.py
|
465
|
456
|
0
|
9
|
98.06%
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metrics/cluster/__init__.py
|
19
|
19
|
0
|
0
|
100.00%
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metrics/cluster/bicluster.py
|
30
|
30
|
0
|
0
|
100.00%
|
metrics/cluster/setup.py
|
14
|
12
|
0
|
2
|
85.71%
|
metrics/cluster/supervised.py
|
154
|
152
|
0
|
2
|
98.70%
|
metrics/cluster/tests/test_bicluster.py
|
30
|
30
|
0
|
0
|
100.00%
|
metrics/cluster/tests/test_common.py
|
85
|
85
|
0
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0
|
100.00%
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metrics/cluster/tests/test_supervised.py
|
200
|
200
|
0
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0
|
100.00%
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metrics/cluster/tests/test_unsupervised.py
|
114
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114
|
0
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0
|
100.00%
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metrics/cluster/unsupervised.py
|
89
|
89
|
0
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0
|
100.00%
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metrics/pairwise.py
|
319
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313
|
0
|
6
|
98.12%
|
metrics/ranking.py
|
194
|
191
|
0
|
3
|
98.45%
|
metrics/regression.py
|
119
|
115
|
0
|
4
|
96.64%
|
metrics/scorer.py
|
165
|
163
|
0
|
2
|
98.79%
|
metrics/setup.py
|
14
|
12
|
0
|
2
|
85.71%
|
metrics/tests/test_classification.py
|
966
|
966
|
0
|
0
|
100.00%
|
metrics/tests/test_common.py
|
454
|
450
|
0
|
4
|
99.12%
|
metrics/tests/test_pairwise.py
|
553
|
552
|
0
|
1
|
99.82%
|
metrics/tests/test_ranking.py
|
670
|
670
|
0
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0
|
100.00%
|
metrics/tests/test_regression.py
|
127
|
127
|
0
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0
|
100.00%
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metrics/tests/test_score_objects.py
|
298
|
298
|
0
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0
|
100.00%
|
mixture/__init__.py
|
3
|
3
|
0
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0
|
100.00%
|
mixture/base.py
|
171
|
159
|
0
|
12
|
92.98%
|
mixture/bayesian_mixture.py
|
160
|
160
|
0
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0
|
100.00%
|
mixture/gaussian_mixture.py
|
186
|
186
|
0
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0
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100.00%
|
mixture/tests/test_bayesian_mixture.py
|
230
|
230
|
0
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0
|
100.00%
|
mixture/tests/test_gaussian_mixture.py
|
579
|
577
|
0
|
2
|
99.65%
|
mixture/tests/test_mixture.py
|
11
|
11
|
0
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0
|
100.00%
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model_selection/__init__.py
|
29
|
29
|
0
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0
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100.00%
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model_selection/_search.py
|
277
|
276
|
0
|
1
|
99.64%
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model_selection/_split.py
|
473
|
470
|
0
|
3
|
99.37%
|
model_selection/_validation.py
|
320
|
314
|
0
|
6
|
98.13%
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model_selection/tests/common.py
|
12
|
12
|
0
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0
|
100.00%
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model_selection/tests/test_search.py
|
922
|
921
|
0
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1
|
99.89%
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model_selection/tests/test_split.py
|
870
|
841
|
0
|
29
|
96.67%
|
model_selection/tests/test_validation.py
|
957
|
948
|
0
|
9
|
99.06%
|
multiclass.py
|
242
|
230
|
0
|
12
|
95.04%
|
multioutput.py
|
194
|
182
|
0
|
12
|
93.81%
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naive_bayes.py
|
267
|
267
|
0
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0
|
100.00%
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neighbors/__init__.py
|
13
|
13
|
0
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0
|
100.00%
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neighbors/base.py
|
354
|
340
|
0
|
14
|
96.05%
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neighbors/classification.py
|
93
|
93
|
0
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0
|
100.00%
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neighbors/graph.py
|
25
|
25
|
0
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0
|
100.00%
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neighbors/kde.py
|
82
|
82
|
0
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0
|
100.00%
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neighbors/lof.py
|
79
|
78
|
0
|
1
|
98.73%
|
neighbors/nca.py
|
152
|
152
|
0
|
0
|
100.00%
|
neighbors/nearest_centroid.py
|
66
|
65
|
0
|
1
|
98.48%
|
neighbors/regression.py
|
51
|
51
|
0
|
0
|
100.00%
|
neighbors/setup.py
|
15
|
15
|
0
|
0
|
100.00%
|
neighbors/tests/test_ball_tree.py
|
187
|
186
|
0
|
1
|
99.47%
|
neighbors/tests/test_dist_metrics.py
|
120
|
118
|
0
|
2
|
98.33%
|
neighbors/tests/test_kd_tree.py
|
155
|
154
|
0
|
1
|
99.35%
|
neighbors/tests/test_kde.py
|
139
|
138
|
0
|
1
|
99.28%
|
neighbors/tests/test_lof.py
|
137
|
135
|
0
|
2
|
98.54%
|
neighbors/tests/test_nca.py
|
261
|
261
|
0
|
0
|
100.00%
|
neighbors/tests/test_nearest_centroid.py
|
95
|
95
|
0
|
0
|
100.00%
|
neighbors/tests/test_neighbors.py
|
770
|
768
|
0
|
2
|
99.74%
|
neighbors/tests/test_quad_tree.py
|
55
|
55
|
0
|
0
|
100.00%
|
neighbors/unsupervised.py
|
7
|
7
|
0
|
0
|
100.00%
|
neural_network/__init__.py
|
4
|
4
|
0
|
0
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100.00%
|
neural_network/_base.py
|
38
|
36
|
0
|
2
|
94.74%
|
neural_network/_stochastic_optimizers.py
|
62
|
58
|
0
|
4
|
93.55%
|
neural_network/multilayer_perceptron.py
|
369
|
364
|
0
|
5
|
98.64%
|
neural_network/rbm.py
|
103
|
103
|
0
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0
|
100.00%
|
neural_network/tests/test_mlp.py
|
378
|
378
|
0
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0
|
100.00%
|
neural_network/tests/test_rbm.py
|
114
|
114
|
0
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0
|
100.00%
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neural_network/tests/test_stochastic_optimizers.py
|
74
|
74
|
0
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0
|
100.00%
|
pipeline.py
|
252
|
249
|
0
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3
|
98.81%
|
preprocessing/__init__.py
|
29
|
29
|
0
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0
|
100.00%
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preprocessing/_discretization.py
|
104
|
103
|
0
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1
|
99.04%
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preprocessing/_encoders.py
|
345
|
344
|
0
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1
|
99.71%
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preprocessing/_function_transformer.py
|
46
|
46
|
0
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0
|
100.00%
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preprocessing/base.py
|
33
|
33
|
0
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0
|
100.00%
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preprocessing/data.py
|
752
|
747
|
0
|
5
|
99.34%
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preprocessing/imputation.py
|
152
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144
|
0
|
8
|
94.74%
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preprocessing/label.py
|
319
|
310
|
0
|
9
|
97.18%
|
preprocessing/setup.py
|
11
|
11
|
0
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0
|
100.00%
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preprocessing/tests/test_base.py
|
50
|
50
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0
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0
|
100.00%
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preprocessing/tests/test_common.py
|
78
|
78
|
0
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0
|
100.00%
|
preprocessing/tests/test_data.py
|
1,431
|
1,430
|
0
|
1
|
99.93%
|
preprocessing/tests/test_discretization.py
|
134
|
134
|
0
|
0
|
100.00%
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preprocessing/tests/test_encoders.py
|
464
|
464
|
0
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0
|
100.00%
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preprocessing/tests/test_function_transformer.py
|
77
|
77
|
0
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0
|
100.00%
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preprocessing/tests/test_imputation.py
|
165
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165
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0
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0
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100.00%
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preprocessing/tests/test_label.py
|
332
|
332
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0
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0
|
100.00%
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random_projection.py
|
104
|
104
|
0
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0
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100.00%
|
semi_supervised/__init__.py
|
2
|
2
|
0
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0
|
100.00%
|
semi_supervised/label_propagation.py
|
127
|
125
|
0
|
2
|
98.43%
|
semi_supervised/tests/test_label_propagation.py
|
99
|
98
|
0
|
1
|
98.99%
|
setup.py
|
57
|
4
|
0
|
53
|
7.02%
|
svm/__init__.py
|
4
|
4
|
0
|
0
|
100.00%
|
svm/base.py
|
325
|
316
|
0
|
9
|
97.23%
|
svm/bounds.py
|
19
|
19
|
0
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0
|
100.00%
|
svm/classes.py
|
99
|
98
|
0
|
1
|
98.99%
|
svm/setup.py
|
23
|
5
|
0
|
18
|
21.74%
|
svm/tests/test_bounds.py
|
43
|
43
|
0
|
0
|
100.00%
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svm/tests/test_sparse.py
|
202
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202
|
0
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0
|
100.00%
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svm/tests/test_svm.py
|
520
|
519
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0
|
1
|
99.81%
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tests/test_base.py
|
280
|
276
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0
|
4
|
98.57%
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tests/test_calibration.py
|
182
|
182
|
0
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0
|
100.00%
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tests/test_check_build.py
|
4
|
4
|
0
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0
|
100.00%
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tests/test_common.py
|
118
|
105
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0
|
13
|
88.98%
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tests/test_config.py
|
44
|
44
|
0
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0
|
100.00%
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tests/test_discriminant_analysis.py
|
254
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254
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0
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0
|
100.00%
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tests/test_docstring_parameters.py
|
81
|
77
|
0
|
4
|
95.06%
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tests/test_dummy.py
|
440
|
440
|
0
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0
|
100.00%
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tests/test_impute.py
|
550
|
548
|
0
|
2
|
99.64%
|
tests/test_init.py
|
10
|
8
|
0
|
2
|
80.00%
|
tests/test_isotonic.py
|
265
|
265
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0
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0
|
100.00%
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tests/test_kernel_approximation.py
|
152
|
151
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0
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1
|
99.34%
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tests/test_kernel_ridge.py
|
56
|
56
|
0
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0
|
100.00%
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tests/test_metaestimators.py
|
83
|
83
|
0
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0
|
100.00%
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tests/test_multiclass.py
|
448
|
448
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0
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0
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100.00%
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tests/test_multioutput.py
|
310
|
310
|
0
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0
|
100.00%
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tests/test_naive_bayes.py
|
383
|
383
|
0
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0
|
100.00%
|
tests/test_pipeline.py
|
623
|
619
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0
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4
|
99.36%
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tests/test_random_projection.py
|
180
|
180
|
0
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0
|
100.00%
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tests/test_site_joblib.py
|
30
|
29
|
0
|
1
|
96.67%
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tree/__init__.py
|
6
|
6
|
0
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0
|
100.00%
|
tree/_reingold_tilford.py
|
131
|
121
|
0
|
10
|
92.37%
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tree/export.py
|
371
|
295
|
0
|
76
|
79.51%
|
tree/setup.py
|
21
|
19
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0
|
2
|
90.48%
|
tree/tests/test_export.py
|
137
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129
|
0
|
8
|
94.16%
|
tree/tests/test_reingold_tilford.py
|
24
|
22
|
0
|
2
|
91.67%
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tree/tests/test_tree.py
|
940
|
940
|
0
|
0
|
100.00%
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tree/tree.py
|
266
|
263
|
0
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3
|
98.87%
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utils/__init__.py
|
156
|
149
|
0
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7
|
95.51%
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utils/_joblib.py
|
22
|
22
|
0
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0
|
100.00%
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utils/_pprint.py
|
237
|
220
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0
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17
|
92.83%
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utils/_show_versions.py
|
41
|
41
|
0
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0
|
100.00%
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utils/_unittest_backport.py
|
85
|
75
|
0
|
10
|
88.24%
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utils/class_weight.py
|
58
|
58
|
0
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0
|
100.00%
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utils/deprecation.py
|
46
|
46
|
0
|
0
|
100.00%
|
utils/estimator_checks.py
|
1,422
|
1,338
|
0
|
84
|
94.09%
|
utils/extmath.py
|
195
|
190
|
0
|
5
|
97.44%
|
utils/fixes.py
|
124
|
89
|
0
|
35
|
71.77%
|
utils/graph.py
|
20
|
18
|
0
|
2
|
90.00%
|
utils/linear_assignment_.py
|
101
|
100
|
0
|
1
|
99.01%
|
utils/metaestimators.py
|
88
|
86
|
0
|
2
|
97.73%
|
utils/mocking.py
|
53
|
52
|
0
|
1
|
98.11%
|
utils/multiclass.py
|
138
|
134
|
0
|
4
|
97.10%
|
utils/optimize.py
|
68
|
59
|
0
|
9
|
86.76%
|
utils/random.py
|
39
|
39
|
0
|
0
|
100.00%
|
utils/setup.py
|
36
|
29
|
0
|
7
|
80.56%
|
utils/sparsefuncs.py
|
196
|
184
|
0
|
12
|
93.88%
|
utils/stats.py
|
8
|
8
|
0
|
0
|
100.00%
|
utils/testing.py
|
386
|
337
|
0
|
49
|
87.31%
|
utils/tests/test_class_weight.py
|
146
|
146
|
0
|
0
|
100.00%
|
utils/tests/test_cython_blas.py
|
134
|
133
|
0
|
1
|
99.25%
|
utils/tests/test_deprecation.py
|
30
|
30
|
0
|
0
|
100.00%
|
utils/tests/test_estimator_checks.py
|
299
|
290
|
0
|
9
|
96.99%
|
utils/tests/test_extmath.py
|
350
|
349
|
0
|
1
|
99.71%
|
utils/tests/test_fast_dict.py
|
22
|
22
|
0
|
0
|
100.00%
|
utils/tests/test_fixes.py
|
38
|
37
|
0
|
1
|
97.37%
|
utils/tests/test_linear_assignment.py
|
18
|
18
|
0
|
0
|
100.00%
|
utils/tests/test_metaestimators.py
|
37
|
31
|
0
|
6
|
83.78%
|
utils/tests/test_multiclass.py
|
161
|
161
|
0
|
0
|
100.00%
|
utils/tests/test_murmurhash.py
|
50
|
50
|
0
|
0
|
100.00%
|
utils/tests/test_optimize.py
|
18
|
18
|
0
|
0
|
100.00%
|
utils/tests/test_pprint.py
|
202
|
200
|
0
|
2
|
99.01%
|
utils/tests/test_random.py
|
91
|
90
|
0
|
1
|
98.90%
|
utils/tests/test_seq_dataset.py
|
92
|
92
|
0
|
0
|
100.00%
|
utils/tests/test_shortest_path.py
|
53
|
53
|
0
|
0
|
100.00%
|
utils/tests/test_show_versions.py
|
23
|
23
|
0
|
0
|
100.00%
|
utils/tests/test_sparsefuncs.py
|
338
|
334
|
0
|
4
|
98.82%
|
utils/tests/test_testing.py
|
256
|
235
|
0
|
21
|
91.80%
|
utils/tests/test_utils.py
|
174
|
173
|
0
|
1
|
99.43%
|
utils/tests/test_validation.py
|
458
|
451
|
0
|
7
|
98.47%
|
utils/validation.py
|
268
|
266
|
0
|
2
|
99.25%
|