scikit-learn / scikit-learn
Files Coverage
__check_build/__init__.py 83.33%
__check_build/setup.py 77.78%
__init__.py 67.65%
_build_utils/__init__.py 58.33%
_config.py 100.00%
base.py 98.99%
calibration.py 98.91%
cluster/__init__.py 100.00%
cluster/_feature_agglomeration.py 100.00%
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cluster/bicluster.py 94.80%
cluster/birch.py 99.56%
cluster/dbscan_.py 100.00%
cluster/hierarchical.py 99.35%
cluster/k_means_.py 97.74%
cluster/mean_shift_.py 95.15%
cluster/optics_.py 100.00%
cluster/setup.py 23.53%
cluster/spectral.py 95.05%
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cluster/tests/test_mean_shift.py 100.00%
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compose/_target.py 100.00%
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covariance/robust_covariance.py 92.59%
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covariance/tests/test_graphical_lasso.py 100.00%
covariance/tests/test_robust_covariance.py 100.00%
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cross_decomposition/cca_.py 100.00%
cross_decomposition/pls_.py 97.70%
cross_decomposition/tests/test_pls.py 100.00%
datasets/__init__.py 100.00%
datasets/base.py 99.50%
datasets/california_housing.py 92.86%
datasets/covtype.py 46.00%
datasets/kddcup99.py 29.73%
datasets/lfw.py 85.09%
datasets/mldata.py 90.91%
datasets/olivetti_faces.py 29.27%
datasets/openml.py 96.64%
datasets/rcv1.py 28.95%
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datasets/setup.py 88.24%
datasets/species_distributions.py 26.76%
datasets/svmlight_format.py 94.78%
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datasets/tests/test_base.py 97.16%
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decomposition/dict_learning.py 93.29%
decomposition/factor_analysis.py 100.00%
decomposition/fastica_.py 96.61%
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decomposition/kernel_pca.py 97.92%
decomposition/nmf.py 97.28%
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decomposition/tests/test_truncated_svd.py 100.00%
decomposition/truncated_svd.py 97.92%
discriminant_analysis.py 99.57%
dummy.py 98.40%
ensemble/__init__.py 100.00%
ensemble/_gb_losses.py 96.20%
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ensemble/_hist_gradient_boosting/predictor.py 100.00%
ensemble/bagging.py 98.11%
ensemble/base.py 98.15%
ensemble/forest.py 98.53%
ensemble/gradient_boosting.py 68.17%
ensemble/iforest.py 98.25%
ensemble/partial_dependence.py 32.91%
ensemble/setup.py 89.47%
ensemble/tests/test_bagging.py 100.00%
ensemble/tests/test_base.py 100.00%
ensemble/tests/test_forest.py 100.00%
ensemble/tests/test_gradient_boosting.py 99.10%
ensemble/tests/test_gradient_boosting_loss_functions.py 96.61%
ensemble/tests/test_iforest.py 100.00%
ensemble/tests/test_partial_dependence.py 69.42%
ensemble/tests/test_voting.py 100.00%
ensemble/tests/test_weight_boosting.py 100.00%
ensemble/voting.py 99.05%
ensemble/weight_boosting.py 96.10%
exceptions.py 100.00%
experimental/__init__.py 100.00%
feature_extraction/__init__.py 100.00%
feature_extraction/dict_vectorizer.py 97.60%
feature_extraction/hashing.py 95.45%
feature_extraction/image.py 100.00%
feature_extraction/setup.py 100.00%
feature_extraction/stop_words.py 100.00%
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feature_extraction/tests/test_feature_hasher.py 100.00%
feature_extraction/tests/test_image.py 100.00%
feature_extraction/tests/test_text.py 98.65%
feature_extraction/text.py 96.61%
feature_selection/__init__.py 100.00%
feature_selection/base.py 97.37%
feature_selection/from_model.py 94.05%
feature_selection/mutual_info_.py 100.00%
feature_selection/rfe.py 97.74%
feature_selection/tests/test_base.py 100.00%
feature_selection/tests/test_chi2.py 96.23%
feature_selection/tests/test_feature_select.py 100.00%
feature_selection/tests/test_from_model.py 100.00%
feature_selection/tests/test_mutual_info.py 100.00%
feature_selection/tests/test_rfe.py 98.72%
feature_selection/tests/test_variance_threshold.py 100.00%
feature_selection/univariate_selection.py 99.47%
feature_selection/variance_threshold.py 100.00%
gaussian_process/__init__.py 100.00%
gaussian_process/correlation_models.py 11.39%
gaussian_process/gpc.py 92.11%
gaussian_process/gpr.py 93.84%
gaussian_process/kernels.py 91.40%
gaussian_process/regression_models.py 30.00%
gaussian_process/tests/test_gpc.py 100.00%
gaussian_process/tests/test_gpr.py 100.00%
gaussian_process/tests/test_kernels.py 98.76%
impute.py 98.15%
isotonic.py 99.07%
kernel_approximation.py 100.00%
kernel_ridge.py 97.56%
linear_model/__init__.py 100.00%
linear_model/base.py 99.47%
linear_model/bayes.py 96.05%
linear_model/coordinate_descent.py 96.98%
linear_model/huber.py 97.73%
linear_model/least_angle.py 95.89%
linear_model/logistic.py 98.92%
linear_model/omp.py 96.28%
linear_model/passive_aggressive.py 100.00%
linear_model/perceptron.py 100.00%
linear_model/ransac.py 98.62%
linear_model/ridge.py 96.55%
linear_model/sag.py 93.15%
linear_model/setup.py 72.00%
linear_model/stochastic_gradient.py 98.58%
linear_model/tests/test_base.py 100.00%
linear_model/tests/test_bayes.py 100.00%
linear_model/tests/test_coordinate_descent.py 100.00%
linear_model/tests/test_huber.py 100.00%
linear_model/tests/test_least_angle.py 100.00%
linear_model/tests/test_logistic.py 99.90%
linear_model/tests/test_omp.py 100.00%
linear_model/tests/test_passive_aggressive.py 100.00%
linear_model/tests/test_perceptron.py 100.00%
linear_model/tests/test_ransac.py 100.00%
linear_model/tests/test_ridge.py 100.00%
linear_model/tests/test_sag.py 98.63%
linear_model/tests/test_sgd.py 99.63%
linear_model/tests/test_sparse_coordinate_descent.py 100.00%
linear_model/tests/test_theil_sen.py 100.00%
linear_model/theil_sen.py 100.00%
manifold/__init__.py 100.00%
manifold/isomap.py 100.00%
manifold/locally_linear.py 92.24%
manifold/mds.py 94.23%
manifold/setup.py 86.67%
manifold/spectral_embedding_.py 91.30%
manifold/t_sne.py 99.60%
manifold/tests/test_isomap.py 100.00%
manifold/tests/test_locally_linear.py 100.00%
manifold/tests/test_mds.py 100.00%
manifold/tests/test_spectral_embedding.py 99.37%
manifold/tests/test_t_sne.py 98.98%
metrics/__init__.py 100.00%
metrics/base.py 100.00%
metrics/classification.py 98.06%
metrics/cluster/__init__.py 100.00%
metrics/cluster/bicluster.py 100.00%
metrics/cluster/setup.py 85.71%
metrics/cluster/supervised.py 98.70%
metrics/cluster/tests/test_bicluster.py 100.00%
metrics/cluster/tests/test_common.py 100.00%
metrics/cluster/tests/test_supervised.py 100.00%
metrics/cluster/tests/test_unsupervised.py 100.00%
metrics/cluster/unsupervised.py 100.00%
metrics/pairwise.py 98.12%
metrics/ranking.py 98.45%
metrics/regression.py 96.64%
metrics/scorer.py 98.79%
metrics/setup.py 85.71%
metrics/tests/test_classification.py 100.00%
metrics/tests/test_common.py 99.12%
metrics/tests/test_pairwise.py 99.82%
metrics/tests/test_ranking.py 100.00%
metrics/tests/test_regression.py 100.00%
metrics/tests/test_score_objects.py 100.00%
mixture/__init__.py 100.00%
mixture/base.py 92.98%
mixture/bayesian_mixture.py 100.00%
mixture/gaussian_mixture.py 100.00%
mixture/tests/test_bayesian_mixture.py 100.00%
mixture/tests/test_gaussian_mixture.py 99.65%
mixture/tests/test_mixture.py 100.00%
model_selection/__init__.py 100.00%
model_selection/_search.py 99.64%
model_selection/_split.py 99.37%
model_selection/_validation.py 98.13%
model_selection/tests/common.py 100.00%
model_selection/tests/test_search.py 99.89%
model_selection/tests/test_split.py 96.67%
model_selection/tests/test_validation.py 99.06%
multiclass.py 95.04%
multioutput.py 93.81%
naive_bayes.py 100.00%
neighbors/__init__.py 100.00%
neighbors/base.py 96.05%
neighbors/classification.py 100.00%
neighbors/graph.py 100.00%
neighbors/kde.py 100.00%
neighbors/lof.py 98.73%
neighbors/nca.py 100.00%
neighbors/nearest_centroid.py 98.48%
neighbors/regression.py 100.00%
neighbors/setup.py 100.00%
neighbors/tests/test_ball_tree.py 99.47%
neighbors/tests/test_dist_metrics.py 98.33%
neighbors/tests/test_kd_tree.py 99.35%
neighbors/tests/test_kde.py 99.28%
neighbors/tests/test_lof.py 98.54%
neighbors/tests/test_nca.py 100.00%
neighbors/tests/test_nearest_centroid.py 100.00%
neighbors/tests/test_neighbors.py 99.74%
neighbors/tests/test_quad_tree.py 100.00%
neighbors/unsupervised.py 100.00%
neural_network/__init__.py 100.00%
neural_network/_base.py 94.74%
neural_network/_stochastic_optimizers.py 93.55%
neural_network/multilayer_perceptron.py 98.64%
neural_network/rbm.py 100.00%
neural_network/tests/test_mlp.py 100.00%
neural_network/tests/test_rbm.py 100.00%
neural_network/tests/test_stochastic_optimizers.py 100.00%
pipeline.py 98.81%
preprocessing/__init__.py 100.00%
preprocessing/_discretization.py 99.04%
preprocessing/_encoders.py 99.71%
preprocessing/_function_transformer.py 100.00%
preprocessing/base.py 100.00%
preprocessing/data.py 99.34%
preprocessing/imputation.py 94.74%
preprocessing/label.py 97.18%
preprocessing/setup.py 100.00%
preprocessing/tests/test_base.py 100.00%
preprocessing/tests/test_common.py 100.00%
preprocessing/tests/test_data.py 99.93%
preprocessing/tests/test_discretization.py 100.00%
preprocessing/tests/test_encoders.py 100.00%
preprocessing/tests/test_function_transformer.py 100.00%
preprocessing/tests/test_imputation.py 100.00%
preprocessing/tests/test_label.py 100.00%
random_projection.py 100.00%
semi_supervised/__init__.py 100.00%
semi_supervised/label_propagation.py 98.43%
semi_supervised/tests/test_label_propagation.py 98.99%
setup.py 7.02%
svm/__init__.py 100.00%
svm/base.py 97.23%
svm/bounds.py 100.00%
svm/classes.py 98.99%
svm/setup.py 21.74%
svm/tests/test_bounds.py 100.00%
svm/tests/test_sparse.py 100.00%
svm/tests/test_svm.py 99.81%
tests/test_base.py 98.57%
tests/test_calibration.py 100.00%
tests/test_check_build.py 100.00%
tests/test_common.py 88.98%
tests/test_config.py 100.00%
tests/test_discriminant_analysis.py 100.00%
tests/test_docstring_parameters.py 95.06%
tests/test_dummy.py 100.00%
tests/test_impute.py 99.64%
tests/test_init.py 80.00%
tests/test_isotonic.py 100.00%
tests/test_kernel_approximation.py 99.34%
tests/test_kernel_ridge.py 100.00%
tests/test_metaestimators.py 100.00%
tests/test_multiclass.py 100.00%
tests/test_multioutput.py 100.00%
tests/test_naive_bayes.py 100.00%
tests/test_pipeline.py 99.36%
tests/test_random_projection.py 100.00%
tests/test_site_joblib.py 96.67%
tree/__init__.py 100.00%
tree/_reingold_tilford.py 92.37%
tree/export.py 79.51%
tree/setup.py 90.48%
tree/tests/test_export.py 94.16%
tree/tests/test_reingold_tilford.py 91.67%
tree/tests/test_tree.py 100.00%
tree/tree.py 98.87%
utils/__init__.py 95.51%
utils/_joblib.py 100.00%
utils/_pprint.py 92.83%
utils/_show_versions.py 100.00%
utils/_unittest_backport.py 88.24%
utils/class_weight.py 100.00%
utils/deprecation.py 100.00%
utils/estimator_checks.py 94.09%
utils/extmath.py 97.44%
utils/fixes.py 71.77%
utils/graph.py 90.00%
utils/linear_assignment_.py 99.01%
utils/metaestimators.py 97.73%
utils/mocking.py 98.11%
utils/multiclass.py 97.10%
utils/optimize.py 86.76%
utils/random.py 100.00%
utils/setup.py 80.56%
utils/sparsefuncs.py 93.88%
utils/stats.py 100.00%
utils/testing.py 87.31%
utils/tests/test_class_weight.py 100.00%
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utils/tests/test_deprecation.py 100.00%
utils/tests/test_estimator_checks.py 96.99%
utils/tests/test_extmath.py 99.71%
utils/tests/test_fast_dict.py 100.00%
utils/tests/test_fixes.py 97.37%
utils/tests/test_linear_assignment.py 100.00%
utils/tests/test_metaestimators.py 83.78%
utils/tests/test_multiclass.py 100.00%
utils/tests/test_murmurhash.py 100.00%
utils/tests/test_optimize.py 100.00%
utils/tests/test_pprint.py 99.01%
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utils/tests/test_sparsefuncs.py 98.82%
utils/tests/test_testing.py 91.80%
utils/tests/test_utils.py 99.43%
utils/tests/test_validation.py 98.47%
utils/validation.py 99.25%
Folder Totals (381 files) 96.76%
Project Totals (382 files) 96.68%
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