scikit-learn / scikit-learn
Files Coverage
sklearn/__check_build/__init__.py 83.33%
sklearn/__check_build/setup.py 33.33%
sklearn/__init__.py 67.65%
sklearn/_build_utils/__init__.py 52.00%
sklearn/_build_utils/openmp_helpers.py 26.79%
sklearn/_config.py 100.00%
sklearn/base.py 99.03%
sklearn/calibration.py 98.39%
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sklearn/cluster/_feature_agglomeration.py 100.00%
sklearn/cluster/affinity_propagation_.py 99.17%
sklearn/cluster/bicluster.py 94.80%
sklearn/cluster/birch.py 99.56%
sklearn/cluster/dbscan_.py 100.00%
sklearn/cluster/hierarchical.py 99.35%
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sklearn/cluster/mean_shift_.py 99.03%
sklearn/cluster/optics_.py 100.00%
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sklearn/datasets/__init__.py 100.00%
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sklearn/datasets/california_housing.py 92.86%
sklearn/datasets/covtype.py 46.00%
sklearn/datasets/kddcup99.py 29.73%
sklearn/datasets/lfw.py 85.09%
sklearn/datasets/mldata.py 90.91%
sklearn/datasets/olivetti_faces.py 29.27%
sklearn/datasets/openml.py 96.64%
sklearn/datasets/rcv1.py 28.95%
sklearn/datasets/samples_generator.py 94.44%
sklearn/datasets/setup.py 29.41%
sklearn/datasets/species_distributions.py 26.76%
sklearn/datasets/svmlight_format.py 94.78%
sklearn/datasets/tests/test_20news.py 41.51%
sklearn/datasets/tests/test_base.py 97.16%
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sklearn/datasets/tests/test_common.py 100.00%
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sklearn/datasets/tests/test_kddcup99.py 41.18%
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sklearn/decomposition/fastica_.py 96.61%
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sklearn/decomposition/pca.py 97.48%
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sklearn/decomposition/tests/test_pca.py 100.00%
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sklearn/decomposition/tests/test_truncated_svd.py 100.00%
sklearn/decomposition/truncated_svd.py 97.92%
sklearn/discriminant_analysis.py 99.57%
sklearn/dummy.py 98.40%
sklearn/ensemble/__init__.py 100.00%
sklearn/ensemble/_gb_losses.py 96.20%
sklearn/ensemble/_hist_gradient_boosting/binning.py 100.00%
sklearn/ensemble/_hist_gradient_boosting/gradient_boosting.py 98.42%
sklearn/ensemble/_hist_gradient_boosting/grower.py 100.00%
sklearn/ensemble/_hist_gradient_boosting/loss.py 97.67%
sklearn/ensemble/_hist_gradient_boosting/predictor.py 100.00%
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sklearn/ensemble/base.py 98.15%
sklearn/ensemble/forest.py 98.53%
sklearn/ensemble/gradient_boosting.py 68.17%
sklearn/ensemble/iforest.py 98.25%
sklearn/ensemble/partial_dependence.py 34.57%
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sklearn/ensemble/tests/test_partial_dependence.py 69.85%
sklearn/ensemble/tests/test_voting.py 100.00%
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sklearn/ensemble/voting.py 99.05%
sklearn/ensemble/weight_boosting.py 96.10%
sklearn/exceptions.py 100.00%
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sklearn/feature_extraction/__init__.py 100.00%
sklearn/feature_extraction/dict_vectorizer.py 97.60%
sklearn/feature_extraction/hashing.py 95.45%
sklearn/feature_extraction/image.py 100.00%
sklearn/feature_extraction/setup.py 23.08%
sklearn/feature_extraction/stop_words.py 100.00%
sklearn/feature_extraction/tests/test_dict_vectorizer.py 100.00%
sklearn/feature_extraction/tests/test_feature_hasher.py 100.00%
sklearn/feature_extraction/tests/test_image.py 100.00%
sklearn/feature_extraction/tests/test_text.py 98.69%
sklearn/feature_extraction/text.py 96.93%
sklearn/feature_selection/__init__.py 100.00%
sklearn/feature_selection/base.py 97.37%
sklearn/feature_selection/from_model.py 94.05%
sklearn/feature_selection/mutual_info_.py 100.00%
sklearn/feature_selection/rfe.py 97.74%
sklearn/feature_selection/tests/test_base.py 100.00%
sklearn/feature_selection/tests/test_chi2.py 96.23%
sklearn/feature_selection/tests/test_feature_select.py 100.00%
sklearn/feature_selection/tests/test_from_model.py 100.00%
sklearn/feature_selection/tests/test_mutual_info.py 100.00%
sklearn/feature_selection/tests/test_rfe.py 98.72%
sklearn/feature_selection/tests/test_variance_threshold.py 100.00%
sklearn/feature_selection/univariate_selection.py 99.47%
sklearn/feature_selection/variance_threshold.py 100.00%
sklearn/gaussian_process/__init__.py 100.00%
sklearn/gaussian_process/correlation_models.py 11.39%
sklearn/gaussian_process/gpc.py 92.11%
sklearn/gaussian_process/gpr.py 93.84%
sklearn/gaussian_process/kernels.py 91.40%
sklearn/gaussian_process/regression_models.py 30.00%
sklearn/gaussian_process/tests/test_gpc.py 100.00%
sklearn/gaussian_process/tests/test_gpr.py 100.00%
sklearn/gaussian_process/tests/test_kernels.py 98.76%
sklearn/impute.py 98.15%
sklearn/inspection/__init__.py 100.00%
sklearn/inspection/partial_dependence.py 51.75%
sklearn/inspection/tests/test_partial_dependence.py 69.33%
sklearn/isotonic.py 99.07%
sklearn/kernel_approximation.py 100.00%
sklearn/kernel_ridge.py 97.56%
sklearn/linear_model/__init__.py 100.00%
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sklearn/linear_model/bayes.py 96.05%
sklearn/linear_model/coordinate_descent.py 96.98%
sklearn/linear_model/huber.py 97.73%
sklearn/linear_model/least_angle.py 95.89%
sklearn/linear_model/logistic.py 98.92%
sklearn/linear_model/omp.py 96.28%
sklearn/linear_model/passive_aggressive.py 100.00%
sklearn/linear_model/perceptron.py 100.00%
sklearn/linear_model/ransac.py 98.62%
sklearn/linear_model/ridge.py 96.78%
sklearn/linear_model/sag.py 93.15%
sklearn/linear_model/setup.py 20.00%
sklearn/linear_model/stochastic_gradient.py 98.58%
sklearn/linear_model/tests/test_base.py 100.00%
sklearn/linear_model/tests/test_bayes.py 100.00%
sklearn/linear_model/tests/test_coordinate_descent.py 100.00%
sklearn/linear_model/tests/test_huber.py 100.00%
sklearn/linear_model/tests/test_least_angle.py 100.00%
sklearn/linear_model/tests/test_logistic.py 99.90%
sklearn/linear_model/tests/test_omp.py 100.00%
sklearn/linear_model/tests/test_passive_aggressive.py 100.00%
sklearn/linear_model/tests/test_perceptron.py 100.00%
sklearn/linear_model/tests/test_ransac.py 100.00%
sklearn/linear_model/tests/test_ridge.py 100.00%
sklearn/linear_model/tests/test_sag.py 98.63%
sklearn/linear_model/tests/test_sgd.py 99.63%
sklearn/linear_model/tests/test_sparse_coordinate_descent.py 100.00%
sklearn/linear_model/tests/test_theil_sen.py 100.00%
sklearn/linear_model/theil_sen.py 100.00%
sklearn/manifold/__init__.py 100.00%
sklearn/manifold/isomap.py 100.00%
sklearn/manifold/locally_linear.py 92.24%
sklearn/manifold/mds.py 94.23%
sklearn/manifold/setup.py 26.67%
sklearn/manifold/spectral_embedding_.py 83.85%
sklearn/manifold/t_sne.py 99.60%
sklearn/manifold/tests/test_isomap.py 100.00%
sklearn/manifold/tests/test_locally_linear.py 100.00%
sklearn/manifold/tests/test_mds.py 100.00%
sklearn/manifold/tests/test_spectral_embedding.py 96.20%
sklearn/manifold/tests/test_t_sne.py 98.98%
sklearn/metrics/__init__.py 100.00%
sklearn/metrics/base.py 100.00%
sklearn/metrics/classification.py 98.27%
sklearn/metrics/cluster/__init__.py 100.00%
sklearn/metrics/cluster/bicluster.py 100.00%
sklearn/metrics/cluster/setup.py 35.71%
sklearn/metrics/cluster/supervised.py 98.70%
sklearn/metrics/cluster/tests/test_bicluster.py 100.00%
sklearn/metrics/cluster/tests/test_common.py 100.00%
sklearn/metrics/cluster/tests/test_supervised.py 100.00%
sklearn/metrics/cluster/tests/test_unsupervised.py 100.00%
sklearn/metrics/cluster/unsupervised.py 100.00%
sklearn/metrics/pairwise.py 98.15%
sklearn/metrics/ranking.py 98.45%
sklearn/metrics/regression.py 96.64%
sklearn/metrics/scorer.py 98.79%
sklearn/metrics/setup.py 28.57%
sklearn/metrics/tests/test_classification.py 99.90%
sklearn/metrics/tests/test_common.py 99.12%
sklearn/metrics/tests/test_pairwise.py 99.83%
sklearn/metrics/tests/test_ranking.py 100.00%
sklearn/metrics/tests/test_regression.py 100.00%
sklearn/metrics/tests/test_score_objects.py 100.00%
sklearn/mixture/__init__.py 100.00%
sklearn/mixture/base.py 92.98%
sklearn/mixture/bayesian_mixture.py 100.00%
sklearn/mixture/gaussian_mixture.py 100.00%
sklearn/mixture/tests/test_bayesian_mixture.py 100.00%
sklearn/mixture/tests/test_gaussian_mixture.py 99.65%
sklearn/mixture/tests/test_mixture.py 100.00%
sklearn/model_selection/__init__.py 100.00%
sklearn/model_selection/_search.py 99.64%
sklearn/model_selection/_split.py 99.34%
sklearn/model_selection/_validation.py 98.11%
sklearn/model_selection/tests/common.py 100.00%
sklearn/model_selection/tests/test_search.py 99.78%
sklearn/model_selection/tests/test_split.py 96.55%
sklearn/model_selection/tests/test_validation.py 98.75%
sklearn/multiclass.py 96.20%
sklearn/multioutput.py 94.33%
sklearn/naive_bayes.py 100.00%
sklearn/neighbors/__init__.py 100.00%
sklearn/neighbors/base.py 96.05%
sklearn/neighbors/classification.py 100.00%
sklearn/neighbors/graph.py 100.00%
sklearn/neighbors/kde.py 100.00%
sklearn/neighbors/lof.py 98.73%
sklearn/neighbors/nca.py 100.00%
sklearn/neighbors/nearest_centroid.py 98.48%
sklearn/neighbors/regression.py 100.00%
sklearn/neighbors/setup.py 13.33%
sklearn/neighbors/tests/test_ball_tree.py 99.47%
sklearn/neighbors/tests/test_dist_metrics.py 98.33%
sklearn/neighbors/tests/test_kd_tree.py 99.35%
sklearn/neighbors/tests/test_kde.py 99.28%
sklearn/neighbors/tests/test_lof.py 98.54%
sklearn/neighbors/tests/test_nca.py 100.00%
sklearn/neighbors/tests/test_nearest_centroid.py 100.00%
sklearn/neighbors/tests/test_neighbors.py 99.74%
sklearn/neighbors/tests/test_quad_tree.py 100.00%
sklearn/neighbors/unsupervised.py 100.00%
sklearn/neural_network/__init__.py 100.00%
sklearn/neural_network/_base.py 94.74%
sklearn/neural_network/_stochastic_optimizers.py 93.55%
sklearn/neural_network/multilayer_perceptron.py 98.64%
sklearn/neural_network/rbm.py 100.00%
sklearn/neural_network/tests/test_mlp.py 100.00%
sklearn/neural_network/tests/test_rbm.py 100.00%
sklearn/neural_network/tests/test_stochastic_optimizers.py 100.00%
sklearn/pipeline.py 98.93%
sklearn/preprocessing/__init__.py 100.00%
sklearn/preprocessing/_discretization.py 99.04%
sklearn/preprocessing/_encoders.py 99.13%
sklearn/preprocessing/_function_transformer.py 100.00%
sklearn/preprocessing/base.py 100.00%
sklearn/preprocessing/data.py 99.34%
sklearn/preprocessing/imputation.py 94.74%
sklearn/preprocessing/label.py 97.18%
sklearn/preprocessing/setup.py 18.18%
sklearn/preprocessing/tests/test_base.py 100.00%
sklearn/preprocessing/tests/test_common.py 100.00%
sklearn/preprocessing/tests/test_data.py 99.93%
sklearn/preprocessing/tests/test_discretization.py 100.00%
sklearn/preprocessing/tests/test_encoders.py 93.75%
sklearn/preprocessing/tests/test_function_transformer.py 94.81%
sklearn/preprocessing/tests/test_imputation.py 100.00%
sklearn/preprocessing/tests/test_label.py 100.00%
sklearn/random_projection.py 100.00%
sklearn/semi_supervised/__init__.py 100.00%
sklearn/semi_supervised/label_propagation.py 98.43%
sklearn/semi_supervised/tests/test_label_propagation.py 98.99%
sklearn/setup.py 6.78%
sklearn/svm/__init__.py 100.00%
sklearn/svm/base.py 97.23%
sklearn/svm/bounds.py 100.00%
sklearn/svm/classes.py 98.99%
sklearn/svm/setup.py 21.74%
sklearn/svm/tests/test_bounds.py 100.00%
sklearn/svm/tests/test_sparse.py 100.00%
sklearn/svm/tests/test_svm.py 99.81%
sklearn/tests/test_base.py 98.57%
sklearn/tests/test_calibration.py 100.00%
sklearn/tests/test_check_build.py 100.00%
sklearn/tests/test_common.py 85.37%
sklearn/tests/test_config.py 100.00%
sklearn/tests/test_discriminant_analysis.py 100.00%
sklearn/tests/test_docstring_parameters.py 38.27%
sklearn/tests/test_dummy.py 100.00%
sklearn/tests/test_impute.py 97.45%
sklearn/tests/test_init.py 80.00%
sklearn/tests/test_isotonic.py 100.00%
sklearn/tests/test_kernel_approximation.py 99.34%
sklearn/tests/test_kernel_ridge.py 100.00%
sklearn/tests/test_metaestimators.py 100.00%
sklearn/tests/test_multiclass.py 100.00%
sklearn/tests/test_multioutput.py 100.00%
sklearn/tests/test_naive_bayes.py 100.00%
sklearn/tests/test_pipeline.py 99.37%
sklearn/tests/test_random_projection.py 100.00%
sklearn/tests/test_site_joblib.py 100.00%
sklearn/tree/__init__.py 100.00%
sklearn/tree/_reingold_tilford.py 92.37%
sklearn/tree/export.py 79.51%
sklearn/tree/setup.py 23.81%
sklearn/tree/tests/test_export.py 94.16%
sklearn/tree/tests/test_reingold_tilford.py 91.67%
sklearn/tree/tests/test_tree.py 100.00%
sklearn/tree/tree.py 98.87%
sklearn/utils/__init__.py 94.76%
sklearn/utils/_joblib.py 100.00%
sklearn/utils/_pprint.py 92.83%
sklearn/utils/_show_versions.py 100.00%
sklearn/utils/_unittest_backport.py 88.24%
sklearn/utils/class_weight.py 100.00%
sklearn/utils/deprecation.py 98.15%
sklearn/utils/estimator_checks.py 93.39%
sklearn/utils/extmath.py 97.44%
sklearn/utils/fixes.py 66.94%
sklearn/utils/graph.py 90.00%
sklearn/utils/linear_assignment_.py 94.23%
sklearn/utils/metaestimators.py 97.73%
sklearn/utils/mocking.py 98.11%
sklearn/utils/multiclass.py 96.38%
sklearn/utils/optimize.py 86.76%
sklearn/utils/random.py 100.00%
sklearn/utils/setup.py 11.11%
sklearn/utils/sparsefuncs.py 93.88%
sklearn/utils/stats.py 100.00%
sklearn/utils/testing.py 74.46%
sklearn/utils/tests/test_class_weight.py 100.00%
sklearn/utils/tests/test_cython_blas.py 99.25%
sklearn/utils/tests/test_deprecation.py 100.00%
sklearn/utils/tests/test_estimator_checks.py 91.30%
sklearn/utils/tests/test_extmath.py 99.71%
sklearn/utils/tests/test_fast_dict.py 100.00%
sklearn/utils/tests/test_fixes.py 97.37%
sklearn/utils/tests/test_linear_assignment.py 100.00%
sklearn/utils/tests/test_metaestimators.py 83.78%
sklearn/utils/tests/test_multiclass.py 98.14%
sklearn/utils/tests/test_murmurhash.py 100.00%
sklearn/utils/tests/test_optimize.py 100.00%
sklearn/utils/tests/test_pprint.py 99.08%
sklearn/utils/tests/test_random.py 98.90%
sklearn/utils/tests/test_seq_dataset.py 100.00%
sklearn/utils/tests/test_shortest_path.py 100.00%
sklearn/utils/tests/test_show_versions.py 100.00%
sklearn/utils/tests/test_sparsefuncs.py 98.82%
sklearn/utils/tests/test_testing.py 85.16%
sklearn/utils/tests/test_utils.py 93.72%
sklearn/utils/tests/test_validation.py 93.25%
sklearn/utils/validation.py 98.15%
Project Totals (386 files) 95.73%
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