| biobb_ml/__init__.py |
(no class) |
3 |
0 |
0 |
100% |
| biobb_ml/classification/__init__.py |
(no class) |
2 |
0 |
0 |
100% |
| biobb_ml/classification/classification_predict.py |
ClassificationPredict |
62 |
14 |
0 |
77% |
| biobb_ml/classification/classification_predict.py |
(no class) |
34 |
11 |
0 |
68% |
| biobb_ml/classification/common.py |
(no class) |
190 |
46 |
0 |
76% |
| biobb_ml/classification/decision_tree.py |
DecisionTree |
117 |
14 |
0 |
88% |
| biobb_ml/classification/decision_tree.py |
(no class) |
34 |
12 |
0 |
65% |
| biobb_ml/classification/k_neighbors.py |
KNeighborsTrain |
116 |
14 |
0 |
88% |
| biobb_ml/classification/k_neighbors.py |
(no class) |
34 |
12 |
0 |
65% |
| biobb_ml/classification/k_neighbors_coefficient.py |
KNeighborsCoefficient |
91 |
8 |
0 |
91% |
| biobb_ml/classification/k_neighbors_coefficient.py |
(no class) |
33 |
11 |
0 |
67% |
| biobb_ml/classification/logistic_regression.py |
LogisticRegression |
117 |
14 |
0 |
88% |
| biobb_ml/classification/logistic_regression.py |
(no class) |
34 |
12 |
0 |
65% |
| biobb_ml/classification/random_forest_classifier.py |
RandomForestClassifier |
117 |
14 |
0 |
88% |
| biobb_ml/classification/random_forest_classifier.py |
(no class) |
34 |
12 |
0 |
65% |
| biobb_ml/classification/support_vector_machine.py |
SupportVectorMachine |
116 |
14 |
0 |
88% |
| biobb_ml/classification/support_vector_machine.py |
(no class) |
34 |
12 |
0 |
65% |
| biobb_ml/clustering/__init__.py |
(no class) |
2 |
0 |
0 |
100% |
| biobb_ml/clustering/agglomerative_clustering.py |
AgglClustering |
60 |
4 |
0 |
93% |
| biobb_ml/clustering/agglomerative_clustering.py |
(no class) |
29 |
11 |
0 |
62% |
| biobb_ml/clustering/agglomerative_coefficient.py |
AgglomerativeCoefficient |
54 |
3 |
0 |
94% |
| biobb_ml/clustering/agglomerative_coefficient.py |
(no class) |
29 |
11 |
0 |
62% |
| biobb_ml/clustering/clustering_predict.py |
ClusteringPredict |
59 |
12 |
0 |
80% |
| biobb_ml/clustering/clustering_predict.py |
(no class) |
30 |
11 |
0 |
63% |
| biobb_ml/clustering/common.py |
(no class) |
264 |
50 |
0 |
81% |
| biobb_ml/clustering/dbscan.py |
DBSCANClustering |
67 |
4 |
0 |
94% |
| biobb_ml/clustering/dbscan.py |
(no class) |
29 |
11 |
0 |
62% |
| biobb_ml/clustering/k_means.py |
KMeansClustering |
67 |
4 |
0 |
94% |
| biobb_ml/clustering/k_means.py |
(no class) |
31 |
12 |
0 |
61% |
| biobb_ml/clustering/k_means_coefficient.py |
KMeansCoefficient |
63 |
3 |
0 |
95% |
| biobb_ml/clustering/k_means_coefficient.py |
(no class) |
29 |
11 |
0 |
62% |
| biobb_ml/clustering/spectral_clustering.py |
SpecClustering |
60 |
4 |
0 |
93% |
| biobb_ml/clustering/spectral_clustering.py |
(no class) |
29 |
11 |
0 |
62% |
| biobb_ml/clustering/spectral_coefficient.py |
SpectralCoefficient |
53 |
3 |
0 |
94% |
| biobb_ml/clustering/spectral_coefficient.py |
(no class) |
29 |
11 |
0 |
62% |
| biobb_ml/dimensionality_reduction/__init__.py |
(no class) |
2 |
0 |
0 |
100% |
| biobb_ml/dimensionality_reduction/common.py |
(no class) |
167 |
59 |
0 |
65% |
| biobb_ml/dimensionality_reduction/pls_components.py |
PLSComponents |
112 |
31 |
0 |
72% |
| biobb_ml/dimensionality_reduction/pls_components.py |
(no class) |
36 |
11 |
0 |
69% |
| biobb_ml/dimensionality_reduction/pls_regression.py |
PLS_Regression |
57 |
3 |
0 |
95% |
| biobb_ml/dimensionality_reduction/pls_regression.py |
(no class) |
32 |
11 |
0 |
66% |
| biobb_ml/dimensionality_reduction/principal_component.py |
PrincipalComponentAnalysis |
70 |
8 |
0 |
89% |
| biobb_ml/dimensionality_reduction/principal_component.py |
(no class) |
31 |
11 |
0 |
65% |
| biobb_ml/neural_networks/__init__.py |
(no class) |
2 |
0 |
0 |
100% |
| biobb_ml/neural_networks/autoencoder_neural_network.py |
AutoencoderNeuralNetwork |
114 |
3 |
0 |
97% |
| biobb_ml/neural_networks/autoencoder_neural_network.py |
(no class) |
36 |
13 |
0 |
64% |
| biobb_ml/neural_networks/classification_neural_network.py |
ClassificationNeuralNetwork |
153 |
16 |
0 |
90% |
| biobb_ml/neural_networks/classification_neural_network.py |
(no class) |
39 |
12 |
0 |
69% |
| biobb_ml/neural_networks/common.py |
(no class) |
248 |
72 |
0 |
71% |
| biobb_ml/neural_networks/neural_network_decode.py |
DecodingNeuralNetwork |
50 |
1 |
0 |
98% |
| biobb_ml/neural_networks/neural_network_decode.py |
(no class) |
31 |
12 |
0 |
61% |
| biobb_ml/neural_networks/neural_network_predict.py |
PredictNeuralNetwork |
70 |
27 |
0 |
61% |
| biobb_ml/neural_networks/neural_network_predict.py |
(no class) |
33 |
11 |
0 |
67% |
| biobb_ml/neural_networks/recurrent_neural_network.py |
RecurrentNeuralNetwork |
101 |
4 |
0 |
96% |
| biobb_ml/neural_networks/recurrent_neural_network.py |
(no class) |
37 |
12 |
0 |
68% |
| biobb_ml/neural_networks/regression_neural_network.py |
RegressionNeuralNetwork |
140 |
15 |
0 |
89% |
| biobb_ml/neural_networks/regression_neural_network.py |
(no class) |
39 |
12 |
0 |
69% |
| biobb_ml/regression/__init__.py |
(no class) |
2 |
0 |
0 |
100% |
| biobb_ml/regression/common.py |
(no class) |
129 |
26 |
0 |
80% |
| biobb_ml/regression/linear_regression.py |
LinearRegression |
119 |
8 |
0 |
93% |
| biobb_ml/regression/linear_regression.py |
(no class) |
35 |
12 |
0 |
66% |
| biobb_ml/regression/polynomial_regression.py |
PolynomialRegression |
110 |
7 |
0 |
94% |
| biobb_ml/regression/polynomial_regression.py |
(no class) |
35 |
12 |
0 |
66% |
| biobb_ml/regression/random_forest_regressor.py |
RandomForestRegressor |
109 |
10 |
0 |
91% |
| biobb_ml/regression/random_forest_regressor.py |
(no class) |
34 |
12 |
0 |
65% |
| biobb_ml/regression/regression_predict.py |
RegressionPredict |
65 |
13 |
0 |
80% |
| biobb_ml/regression/regression_predict.py |
(no class) |
31 |
11 |
0 |
65% |
| biobb_ml/resampling/__init__.py |
(no class) |
2 |
0 |
0 |
100% |
| biobb_ml/resampling/common.py |
(no class) |
113 |
37 |
0 |
67% |
| biobb_ml/resampling/oversampling.py |
Oversampling |
123 |
24 |
0 |
80% |
| biobb_ml/resampling/oversampling.py |
(no class) |
33 |
10 |
0 |
70% |
| biobb_ml/resampling/reg_resampler.py |
resampler |
72 |
24 |
0 |
67% |
| biobb_ml/resampling/reg_resampler.py |
(no class) |
4 |
0 |
0 |
100% |
| biobb_ml/resampling/resampling.py |
Resampling |
118 |
17 |
0 |
86% |
| biobb_ml/resampling/resampling.py |
(no class) |
33 |
10 |
0 |
70% |
| biobb_ml/resampling/undersampling.py |
Undersampling |
131 |
26 |
0 |
80% |
| biobb_ml/resampling/undersampling.py |
(no class) |
33 |
10 |
0 |
70% |
| biobb_ml/test/__init__.py |
(no class) |
0 |
0 |
0 |
100% |
| biobb_ml/test/unitests/test_classification/test_classification_predict.py |
TestClassificationPredict |
6 |
0 |
0 |
100% |
| biobb_ml/test/unitests/test_classification/test_classification_predict.py |
(no class) |
6 |
0 |
0 |
100% |
| biobb_ml/test/unitests/test_classification/test_decision_tree.py |
TestDecisionTree |
10 |
1 |
0 |
90% |
| biobb_ml/test/unitests/test_classification/test_decision_tree.py |
(no class) |
7 |
0 |
0 |
100% |
| biobb_ml/test/unitests/test_classification/test_k_neighbors.py |
TestKNeighborsTrain |
10 |
1 |
0 |
90% |
| biobb_ml/test/unitests/test_classification/test_k_neighbors.py |
(no class) |
7 |
0 |
0 |
100% |
| biobb_ml/test/unitests/test_classification/test_k_neighbors_coefficient.py |
TestKNeighborsCoefficient |
7 |
0 |
0 |
100% |
| biobb_ml/test/unitests/test_classification/test_k_neighbors_coefficient.py |
(no class) |
6 |
0 |
0 |
100% |
| biobb_ml/test/unitests/test_classification/test_logistic_regression.py |
TestLogisticRegression |
10 |
1 |
0 |
90% |
| biobb_ml/test/unitests/test_classification/test_logistic_regression.py |
(no class) |
7 |
0 |
0 |
100% |
| biobb_ml/test/unitests/test_classification/test_random_forest_classifier.py |
TestRandomForestClassifier |
10 |
1 |
0 |
90% |
| biobb_ml/test/unitests/test_classification/test_random_forest_classifier.py |
(no class) |
7 |
0 |
0 |
100% |
| biobb_ml/test/unitests/test_classification/test_support_vector_machine.py |
TestSupportVectorMachine |
10 |
1 |
0 |
90% |
| biobb_ml/test/unitests/test_classification/test_support_vector_machine.py |
(no class) |
7 |
0 |
0 |
100% |
| biobb_ml/test/unitests/test_clustering/test_agglomerative_clustering.py |
TestAgglClustering |
7 |
0 |
0 |
100% |
| biobb_ml/test/unitests/test_clustering/test_agglomerative_clustering.py |
(no class) |
6 |
0 |
0 |
100% |
| biobb_ml/test/unitests/test_clustering/test_agglomerative_coefficient.py |
TestAgglomerativeCoefficient |
7 |
0 |
0 |
100% |
| biobb_ml/test/unitests/test_clustering/test_agglomerative_coefficient.py |
(no class) |
6 |
0 |
0 |
100% |
| biobb_ml/test/unitests/test_clustering/test_clustering_predict.py |
TestClusteringPredict |
6 |
0 |
0 |
100% |
| biobb_ml/test/unitests/test_clustering/test_clustering_predict.py |
(no class) |
6 |
0 |
0 |
100% |
| biobb_ml/test/unitests/test_clustering/test_dbscan.py |
TestDBSCANClustering |
8 |
0 |
0 |
100% |
| biobb_ml/test/unitests/test_clustering/test_dbscan.py |
(no class) |
6 |
0 |
0 |
100% |
| biobb_ml/test/unitests/test_clustering/test_k_means.py |
TestKMeansClustering |
10 |
1 |
0 |
90% |
| biobb_ml/test/unitests/test_clustering/test_k_means.py |
(no class) |
7 |
0 |
0 |
100% |
| biobb_ml/test/unitests/test_clustering/test_k_means_coefficient.py |
TestKMeansCoefficient |
6 |
0 |
0 |
100% |
| biobb_ml/test/unitests/test_clustering/test_k_means_coefficient.py |
(no class) |
6 |
0 |
0 |
100% |
| biobb_ml/test/unitests/test_clustering/test_spectral_clustering.py |
TestSpecClustering |
7 |
0 |
0 |
100% |
| biobb_ml/test/unitests/test_clustering/test_spectral_clustering.py |
(no class) |
6 |
0 |
0 |
100% |
| biobb_ml/test/unitests/test_clustering/test_spectral_coefficient.py |
TestSpectralCoefficient |
7 |
0 |
0 |
100% |
| biobb_ml/test/unitests/test_clustering/test_spectral_coefficient.py |
(no class) |
6 |
0 |
0 |
100% |
| biobb_ml/test/unitests/test_dimensionality_reduction/test_pls_components.py |
TestPLSComponents |
7 |
0 |
0 |
100% |
| biobb_ml/test/unitests/test_dimensionality_reduction/test_pls_components.py |
(no class) |
6 |
0 |
0 |
100% |
| biobb_ml/test/unitests/test_dimensionality_reduction/test_pls_regression.py |
TestPLS_Regression |
7 |
0 |
0 |
100% |
| biobb_ml/test/unitests/test_dimensionality_reduction/test_pls_regression.py |
(no class) |
6 |
0 |
0 |
100% |
| biobb_ml/test/unitests/test_dimensionality_reduction/test_principal_component.py |
TestPrincipalComponentAnalysis |
8 |
1 |
0 |
88% |
| biobb_ml/test/unitests/test_dimensionality_reduction/test_principal_component.py |
(no class) |
7 |
0 |
0 |
100% |
| biobb_ml/test/unitests/test_neural_networks/test_autoencoder_neural_network.py |
TestAutoencoderNeuralNetwork |
7 |
0 |
0 |
100% |
| biobb_ml/test/unitests/test_neural_networks/test_autoencoder_neural_network.py |
(no class) |
6 |
0 |
0 |
100% |
| biobb_ml/test/unitests/test_neural_networks/test_classification_neural_network.py |
TestClassificationNeuralNetwork |
7 |
0 |
0 |
100% |
| biobb_ml/test/unitests/test_neural_networks/test_classification_neural_network.py |
(no class) |
6 |
0 |
0 |
100% |
| biobb_ml/test/unitests/test_neural_networks/test_neural_network_decode.py |
TestDecodingNeuralNetwork |
8 |
0 |
0 |
100% |
| biobb_ml/test/unitests/test_neural_networks/test_neural_network_decode.py |
(no class) |
6 |
0 |
0 |
100% |
| biobb_ml/test/unitests/test_neural_networks/test_neural_network_predict.py |
TestPredictNeuralNetwork |
6 |
0 |
0 |
100% |
| biobb_ml/test/unitests/test_neural_networks/test_neural_network_predict.py |
(no class) |
6 |
0 |
0 |
100% |
| biobb_ml/test/unitests/test_neural_networks/test_recurrent_neural_network.py |
TestRecurrentNeuralNetwork |
7 |
0 |
0 |
100% |
| biobb_ml/test/unitests/test_neural_networks/test_recurrent_neural_network.py |
(no class) |
6 |
0 |
0 |
100% |
| biobb_ml/test/unitests/test_neural_networks/test_regression_neural_network.py |
TestRegressionNeuralNetwork |
7 |
0 |
0 |
100% |
| biobb_ml/test/unitests/test_neural_networks/test_regression_neural_network.py |
(no class) |
6 |
0 |
0 |
100% |
| biobb_ml/test/unitests/test_regression/test_linear_regression.py |
TestLinearRegression |
11 |
2 |
0 |
82% |
| biobb_ml/test/unitests/test_regression/test_linear_regression.py |
(no class) |
7 |
0 |
0 |
100% |
| biobb_ml/test/unitests/test_regression/test_polynomial_regression.py |
TestPolynomialRegression |
11 |
2 |
0 |
82% |
| biobb_ml/test/unitests/test_regression/test_polynomial_regression.py |
(no class) |
7 |
0 |
0 |
100% |
| biobb_ml/test/unitests/test_regression/test_random_forest_regressor.py |
TestRandomForestRegressor |
10 |
1 |
0 |
90% |
| biobb_ml/test/unitests/test_regression/test_random_forest_regressor.py |
(no class) |
7 |
0 |
0 |
100% |
| biobb_ml/test/unitests/test_regression/test_regression_predict.py |
TestRegressionPredict |
6 |
0 |
0 |
100% |
| biobb_ml/test/unitests/test_regression/test_regression_predict.py |
(no class) |
6 |
0 |
0 |
100% |
| biobb_ml/test/unitests/test_resampling/test_oversampling.py |
TestOversampling |
6 |
0 |
0 |
100% |
| biobb_ml/test/unitests/test_resampling/test_oversampling.py |
(no class) |
6 |
0 |
0 |
100% |
| biobb_ml/test/unitests/test_resampling/test_resampling.py |
TestResampling |
5 |
0 |
0 |
100% |
| biobb_ml/test/unitests/test_resampling/test_resampling.py |
(no class) |
6 |
0 |
0 |
100% |
| biobb_ml/test/unitests/test_resampling/test_undersampling.py |
TestUndersampling |
6 |
0 |
0 |
100% |
| biobb_ml/test/unitests/test_resampling/test_undersampling.py |
(no class) |
6 |
0 |
0 |
100% |
| biobb_ml/test/unitests/test_utils/test_correlation_matrix.py |
TestCorrelationMatrix |
5 |
0 |
0 |
100% |
| biobb_ml/test/unitests/test_utils/test_correlation_matrix.py |
(no class) |
6 |
0 |
0 |
100% |
| biobb_ml/test/unitests/test_utils/test_dendrogram.py |
TestDendrogram |
5 |
0 |
0 |
100% |
| biobb_ml/test/unitests/test_utils/test_dendrogram.py |
(no class) |
6 |
0 |
0 |
100% |
| biobb_ml/test/unitests/test_utils/test_drop_columns.py |
TestDropColumns |
6 |
0 |
0 |
100% |
| biobb_ml/test/unitests/test_utils/test_drop_columns.py |
(no class) |
6 |
0 |
0 |
100% |
| biobb_ml/test/unitests/test_utils/test_dummy_variables.py |
TestDummyVariables |
6 |
0 |
0 |
100% |
| biobb_ml/test/unitests/test_utils/test_dummy_variables.py |
(no class) |
6 |
0 |
0 |
100% |
| biobb_ml/test/unitests/test_utils/test_map_variables.py |
TestMapVariables |
6 |
0 |
0 |
100% |
| biobb_ml/test/unitests/test_utils/test_map_variables.py |
(no class) |
6 |
0 |
0 |
100% |
| biobb_ml/test/unitests/test_utils/test_pairwise_comparison.py |
TestPairwiseComparison |
5 |
0 |
0 |
100% |
| biobb_ml/test/unitests/test_utils/test_pairwise_comparison.py |
(no class) |
6 |
0 |
0 |
100% |
| biobb_ml/test/unitests/test_utils/test_scale_columns.py |
TestScaleColumns |
6 |
0 |
0 |
100% |
| biobb_ml/test/unitests/test_utils/test_scale_columns.py |
(no class) |
6 |
0 |
0 |
100% |
| biobb_ml/utils/__init__.py |
(no class) |
2 |
0 |
0 |
100% |
| biobb_ml/utils/common.py |
(no class) |
73 |
26 |
0 |
64% |
| biobb_ml/utils/correlation_matrix.py |
CorrelationMatrix |
46 |
9 |
0 |
80% |
| biobb_ml/utils/correlation_matrix.py |
(no class) |
28 |
10 |
0 |
64% |
| biobb_ml/utils/dendrogram.py |
Dendrogram |
32 |
3 |
0 |
91% |
| biobb_ml/utils/dendrogram.py |
(no class) |
28 |
10 |
0 |
64% |
| biobb_ml/utils/drop_columns.py |
DropColumns |
36 |
4 |
0 |
89% |
| biobb_ml/utils/drop_columns.py |
(no class) |
26 |
10 |
0 |
62% |
| biobb_ml/utils/dummy_variables.py |
DummyVariables |
33 |
3 |
0 |
91% |
| biobb_ml/utils/dummy_variables.py |
(no class) |
26 |
10 |
0 |
62% |
| biobb_ml/utils/map_variables.py |
MapVariables |
36 |
4 |
0 |
89% |
| biobb_ml/utils/map_variables.py |
(no class) |
26 |
10 |
0 |
62% |
| biobb_ml/utils/pairwise_comparison.py |
PairwiseComparison |
37 |
4 |
0 |
89% |
| biobb_ml/utils/pairwise_comparison.py |
(no class) |
28 |
10 |
0 |
64% |
| biobb_ml/utils/scale_columns.py |
ScaleColumns |
41 |
5 |
0 |
88% |
| biobb_ml/utils/scale_columns.py |
(no class) |
27 |
10 |
0 |
63% |