Coverage report: 81%

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coverage.py v7.6.1, created at 2024-10-03 14:57 +0000

File statements missing excluded coverage
biobb_ml/__init__.py 3 0 0 100%
biobb_ml/classification/__init__.py 2 0 0 100%
biobb_ml/classification/classification_predict.py 96 25 0 74%
biobb_ml/classification/common.py 190 46 0 76%
biobb_ml/classification/decision_tree.py 151 26 0 83%
biobb_ml/classification/k_neighbors.py 150 26 0 83%
biobb_ml/classification/k_neighbors_coefficient.py 124 19 0 85%
biobb_ml/classification/logistic_regression.py 151 26 0 83%
biobb_ml/classification/random_forest_classifier.py 151 26 0 83%
biobb_ml/classification/support_vector_machine.py 150 26 0 83%
biobb_ml/clustering/__init__.py 2 0 0 100%
biobb_ml/clustering/agglomerative_clustering.py 89 15 0 83%
biobb_ml/clustering/agglomerative_coefficient.py 83 14 0 83%
biobb_ml/clustering/clustering_predict.py 89 23 0 74%
biobb_ml/clustering/common.py 264 50 0 81%
biobb_ml/clustering/dbscan.py 96 15 0 84%
biobb_ml/clustering/k_means.py 98 16 0 84%
biobb_ml/clustering/k_means_coefficient.py 92 14 0 85%
biobb_ml/clustering/spectral_clustering.py 89 15 0 83%
biobb_ml/clustering/spectral_coefficient.py 82 14 0 83%
biobb_ml/dimensionality_reduction/__init__.py 2 0 0 100%
biobb_ml/dimensionality_reduction/common.py 167 59 0 65%
biobb_ml/dimensionality_reduction/pls_components.py 148 42 0 72%
biobb_ml/dimensionality_reduction/pls_regression.py 89 14 0 84%
biobb_ml/dimensionality_reduction/principal_component.py 101 19 0 81%
biobb_ml/neural_networks/__init__.py 2 0 0 100%
biobb_ml/neural_networks/autoencoder_neural_network.py 150 16 0 89%
biobb_ml/neural_networks/classification_neural_network.py 192 28 0 85%
biobb_ml/neural_networks/common.py 248 72 0 71%
biobb_ml/neural_networks/neural_network_decode.py 81 13 0 84%
biobb_ml/neural_networks/neural_network_predict.py 103 38 0 63%
biobb_ml/neural_networks/recurrent_neural_network.py 138 16 0 88%
biobb_ml/neural_networks/regression_neural_network.py 179 27 0 85%
biobb_ml/regression/__init__.py 2 0 0 100%
biobb_ml/regression/common.py 129 26 0 80%
biobb_ml/regression/linear_regression.py 154 20 0 87%
biobb_ml/regression/polynomial_regression.py 145 19 0 87%
biobb_ml/regression/random_forest_regressor.py 143 22 0 85%
biobb_ml/regression/regression_predict.py 96 24 0 75%
biobb_ml/resampling/__init__.py 2 0 0 100%
biobb_ml/resampling/common.py 113 37 0 67%
biobb_ml/resampling/oversampling.py 156 34 0 78%
biobb_ml/resampling/reg_resampler.py 76 24 0 68%
biobb_ml/resampling/resampling.py 151 27 0 82%
biobb_ml/resampling/undersampling.py 164 36 0 78%
biobb_ml/test/__init__.py 0 0 0 100%
biobb_ml/test/unitests/test_classification/test_classification_predict.py 12 0 0 100%
biobb_ml/test/unitests/test_classification/test_decision_tree.py 17 1 0 94%
biobb_ml/test/unitests/test_classification/test_k_neighbors.py 17 1 0 94%
biobb_ml/test/unitests/test_classification/test_k_neighbors_coefficient.py 13 0 0 100%
biobb_ml/test/unitests/test_classification/test_logistic_regression.py 17 1 0 94%
biobb_ml/test/unitests/test_classification/test_random_forest_classifier.py 17 1 0 94%
biobb_ml/test/unitests/test_classification/test_support_vector_machine.py 17 1 0 94%
biobb_ml/test/unitests/test_clustering/test_agglomerative_clustering.py 13 0 0 100%
biobb_ml/test/unitests/test_clustering/test_agglomerative_coefficient.py 13 0 0 100%
biobb_ml/test/unitests/test_clustering/test_clustering_predict.py 12 0 0 100%
biobb_ml/test/unitests/test_clustering/test_dbscan.py 14 0 0 100%
biobb_ml/test/unitests/test_clustering/test_k_means.py 17 1 0 94%
biobb_ml/test/unitests/test_clustering/test_k_means_coefficient.py 12 0 0 100%
biobb_ml/test/unitests/test_clustering/test_spectral_clustering.py 13 0 0 100%
biobb_ml/test/unitests/test_clustering/test_spectral_coefficient.py 13 0 0 100%
biobb_ml/test/unitests/test_dimensionality_reduction/test_pls_components.py 13 0 0 100%
biobb_ml/test/unitests/test_dimensionality_reduction/test_pls_regression.py 13 0 0 100%
biobb_ml/test/unitests/test_dimensionality_reduction/test_principal_component.py 15 1 0 93%
biobb_ml/test/unitests/test_neural_networks/test_autoencoder_neural_network.py 13 0 0 100%
biobb_ml/test/unitests/test_neural_networks/test_classification_neural_network.py 13 0 0 100%
biobb_ml/test/unitests/test_neural_networks/test_neural_network_decode.py 14 0 0 100%
biobb_ml/test/unitests/test_neural_networks/test_neural_network_predict.py 12 0 0 100%
biobb_ml/test/unitests/test_neural_networks/test_recurrent_neural_network.py 13 0 0 100%
biobb_ml/test/unitests/test_neural_networks/test_regression_neural_network.py 13 0 0 100%
biobb_ml/test/unitests/test_regression/test_linear_regression.py 18 2 0 89%
biobb_ml/test/unitests/test_regression/test_polynomial_regression.py 18 2 0 89%
biobb_ml/test/unitests/test_regression/test_random_forest_regressor.py 17 1 0 94%
biobb_ml/test/unitests/test_regression/test_regression_predict.py 12 0 0 100%
biobb_ml/test/unitests/test_resampling/test_oversampling.py 12 0 0 100%
biobb_ml/test/unitests/test_resampling/test_resampling.py 11 0 0 100%
biobb_ml/test/unitests/test_resampling/test_undersampling.py 12 0 0 100%
biobb_ml/test/unitests/test_utils/test_correlation_matrix.py 11 0 0 100%
biobb_ml/test/unitests/test_utils/test_dendrogram.py 11 0 0 100%
biobb_ml/test/unitests/test_utils/test_drop_columns.py 12 0 0 100%
biobb_ml/test/unitests/test_utils/test_dummy_variables.py 12 0 0 100%
biobb_ml/test/unitests/test_utils/test_map_variables.py 12 0 0 100%
biobb_ml/test/unitests/test_utils/test_pairwise_comparison.py 11 0 0 100%
biobb_ml/test/unitests/test_utils/test_scale_columns.py 12 0 0 100%
biobb_ml/utils/__init__.py 2 0 0 100%
biobb_ml/utils/common.py 73 26 0 64%
biobb_ml/utils/correlation_matrix.py 74 19 0 74%
biobb_ml/utils/dendrogram.py 60 13 0 78%
biobb_ml/utils/drop_columns.py 62 14 0 77%
biobb_ml/utils/dummy_variables.py 59 13 0 78%
biobb_ml/utils/map_variables.py 62 14 0 77%
biobb_ml/utils/pairwise_comparison.py 65 14 0 78%
biobb_ml/utils/scale_columns.py 68 15 0 78%
Total 6125 1149 0 81%

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