Index

A

ACTIVATIONS (modeva.models.MoGAMINetClassifier attribute) (modeva.models.MoGAMINetRegressor attribute) active_sample_idx (modeva.data.local_dataset.LocalDataSet property)

add_model() (modeva.models.local_model_zoo.LocalModelZoo method) add_step() (modeva.automation.pipeline.Pipeline method) all_feature_names (modeva.data.local_dataset.LocalDataSet property) all_feature_types (modeva.data.local_dataset.LocalDataSet property)

B

bin_numerical() (modeva.data.local_dataset.LocalDataSet method)

C

calibrate_interval() (modeva.models.MoCatBoostClassifier method) (modeva.models.MoCatBoostRegressor method) (modeva.models.MoClassifier method) (modeva.models.MoDecisionTreeClassifier method) (modeva.models.MoDecisionTreeRegressor method) (modeva.models.ModelBaseClassifier method) (modeva.models.ModelBaseRegressor method) (modeva.models.MoDirectRSClassifier method) (modeva.models.MoDirectRSICLClassifier method) (modeva.models.MoDirectRSICLRegressor method) (modeva.models.MoDirectRSRegressor method) (modeva.models.MoElasticNet method) (modeva.models.MoFuseKernelClassifier method) (modeva.models.MoFuseKernelRegressor method) (modeva.models.MoGAMINetClassifier method) (modeva.models.MoGAMINetRegressor method) (modeva.models.MoGBDTKernelClassifier method) (modeva.models.MoGBDTKernelRegressor method) (modeva.models.MoGLMTreeBoostClassifier method) (modeva.models.MoGLMTreeBoostRegressor method) (modeva.models.MoGLMTreeClassifier method) (modeva.models.MoGLMTreeRegressor method) (modeva.models.MoGradientBoostingClassifier method) (modeva.models.MoGradientBoostingRegressor method) (modeva.models.MoLGBMClassifier method) (modeva.models.MoLGBMRegressor method) (modeva.models.MoLogisticRegression method) (modeva.models.MoMoEClassifier method) (modeva.models.MoMoERegressor method) (modeva.models.MoNeuralTreeClassifier method) (modeva.models.MoNeuralTreeRegressor method) (modeva.models.MoRandomForestClassifier method) (modeva.models.MoRandomForestRegressor method) (modeva.models.MoRegressor method) (modeva.models.MoReLUDNNClassifier method) (modeva.models.MoReLUDNNRegressor method) (modeva.models.MoScoredClassifier method) (modeva.models.MoScoredRegressor method) (modeva.models.MoSKLearnClassifier method) (modeva.models.MoSKLearnRegressor method) (modeva.models.MoXGBClassifier method) (modeva.models.MoXGBRegressor method)

calibrate_proba() (modeva.models.MoCatBoostClassifier method) (modeva.models.MoClassifier method) (modeva.models.MoDecisionTreeClassifier method) (modeva.models.ModelBaseClassifier method) (modeva.models.MoDirectRSClassifier method) (modeva.models.MoDirectRSICLClassifier method) (modeva.models.MoFuseKernelClassifier method) (modeva.models.MoGAMINetClassifier method) (modeva.models.MoGBDTKernelClassifier method) (modeva.models.MoGLMTreeBoostClassifier method) (modeva.models.MoGLMTreeClassifier method) (modeva.models.MoGradientBoostingClassifier method) (modeva.models.MoLGBMClassifier method) (modeva.models.MoLogisticRegression method) (modeva.models.MoMoEClassifier method) (modeva.models.MoNeuralTreeClassifier method) (modeva.models.MoRandomForestClassifier method) (modeva.models.MoReLUDNNClassifier method) (modeva.models.MoScoredClassifier method) (modeva.models.MoSKLearnClassifier method) (modeva.models.MoXGBClassifier method) certify_mono() (modeva.models.MoGAMINetClassifier method) (modeva.models.MoGAMINetRegressor method) (modeva.models.MoNeuralTreeClassifier method) (modeva.models.MoNeuralTreeRegressor method) channel_contributions() (modeva.models.MoFuseKernelClassifier method) (modeva.models.MoFuseKernelRegressor method) clear_mlflow_home() (in module modeva.utils.mlflow) compare_accuracy_table() (modeva.TestSuite method) compare_fairness() (modeva.TestSuite method) compare_reliability() (modeva.TestSuite method) compare_residual_cluster() (modeva.TestSuite method) compare_resilience() (modeva.TestSuite method) compare_robustness() (modeva.TestSuite method) compare_slicing_accuracy() (modeva.TestSuite method) compare_slicing_fairness() (modeva.TestSuite method) compare_slicing_overfit() (modeva.TestSuite method) compare_slicing_reliability() (modeva.TestSuite method) compare_slicing_robustness() (modeva.TestSuite method)

D

data (modeva.data.local_dataset.LocalDataSet property) data_drift_test() (modeva.data.local_dataset.LocalDataSet method) dataset (modeva.models.local_model_zoo.LocalModelZoo property) decision_function() (modeva.models.MoCatBoostClassifier method) (modeva.models.MoClassifier method) (modeva.models.MoDecisionTreeClassifier method) (modeva.models.ModelBaseClassifier method) (modeva.models.MoDirectRSClassifier method) (modeva.models.MoDirectRSICLClassifier method) (modeva.models.MoFuseKernelClassifier method) (modeva.models.MoGAMINetClassifier method) (modeva.models.MoGBDTKernelClassifier method) (modeva.models.MoGLMTreeBoostClassifier method) (modeva.models.MoGLMTreeClassifier method) (modeva.models.MoGradientBoostingClassifier method) (modeva.models.MoLGBMClassifier method) (modeva.models.MoLogisticRegression method) (modeva.models.MoMoEClassifier method) (modeva.models.MoNeuralTreeClassifier method) (modeva.models.MoRandomForestClassifier method) (modeva.models.MoReLUDNNClassifier method) (modeva.models.MoScoredClassifier method) (modeva.models.MoSKLearnClassifier method) (modeva.models.MoXGBClassifier method) decision_path() (modeva.models.MoGLMTreeClassifier method) (modeva.models.MoGLMTreeRegressor method) decision_path_indice() (modeva.models.MoGLMTreeClassifier method) (modeva.models.MoGLMTreeRegressor method)

decision_rule() (modeva.models.MoGLMTreeClassifier method) (modeva.models.MoGLMTreeRegressor method) delete_extra_data() (modeva.data.local_dataset.LocalDataSet method) delete_registered_data() (modeva.data.local_dataset.LocalDataSet method) delete_registered_model() (modeva.models.local_model_zoo.LocalModelZoo method) detect_outlier_cblof() (modeva.data.local_dataset.LocalDataSet method) detect_outlier_isolation_forest() (modeva.data.local_dataset.LocalDataSet method) detect_outlier_pca() (modeva.data.local_dataset.LocalDataSet method) diagnose_accuracy_table() (modeva.TestSuite method) diagnose_fairness() (modeva.TestSuite method) diagnose_mitigate_unfair_binning() (modeva.TestSuite method) diagnose_mitigate_unfair_thresholding() (modeva.TestSuite method) diagnose_reliability() (modeva.TestSuite method) diagnose_residual_analysis() (modeva.TestSuite method) diagnose_residual_cluster() (modeva.TestSuite method) diagnose_residual_interpret() (modeva.TestSuite method) diagnose_resilience() (modeva.TestSuite method) diagnose_robustness() (modeva.TestSuite method) diagnose_slicing_accuracy() (modeva.TestSuite method) diagnose_slicing_fairness() (modeva.TestSuite method) diagnose_slicing_overfit() (modeva.TestSuite method) diagnose_slicing_reliability() (modeva.TestSuite method) diagnose_slicing_robustness() (modeva.TestSuite method) diagnose_weak_clusters() (modeva.models.MoFuseKernelClassifier method) (modeva.models.MoFuseKernelRegressor method) diagnose_weakness() (modeva.models.MoGBDTKernelClassifier method) (modeva.models.MoGBDTKernelRegressor method) diagnose_weakness_region() (modeva.TestSuite method)

E

eda_1d() (modeva.data.local_dataset.LocalDataSet method) eda_2d() (modeva.data.local_dataset.LocalDataSet method) eda_3d() (modeva.data.local_dataset.LocalDataSet method) eda_correlation() (modeva.data.local_dataset.LocalDataSet method) eda_pca() (modeva.data.local_dataset.LocalDataSet method) eda_umap() (modeva.data.local_dataset.LocalDataSet method) encode_categorical() (modeva.data.local_dataset.LocalDataSet method) engineer() (modeva.data.feature_engineering.base.FeatureEngineering method) engineer_features() (modeva.data.local_dataset.LocalDataSet method) engineer_one_step() (modeva.data.feature_engineering.base.FeatureEngineering static method) explain_ale() (modeva.TestSuite method) explain_hstatistic() (modeva.TestSuite method) explain_lime() (modeva.TestSuite method) explain_local() (modeva.models.MoDirectRSClassifier method) (modeva.models.MoDirectRSICLClassifier method) (modeva.models.MoDirectRSICLRegressor method) (modeva.models.MoDirectRSRegressor method) (modeva.models.MoGBDTKernelClassifier method) (modeva.models.MoGBDTKernelRegressor method) explain_pdp() (modeva.TestSuite method) explain_pfi() (modeva.TestSuite method)

explain_shap() (modeva.TestSuite method) extra_data (modeva.data.local_dataset.LocalDataSet property) extract_model_info() (modeva.models.MoCatBoostClassifier method) (modeva.models.MoCatBoostRegressor method) (modeva.models.MoElasticNet method) (modeva.models.MoGAMINetClassifier method) (modeva.models.MoGAMINetRegressor method) (modeva.models.MoGLMTreeBoostClassifier method) (modeva.models.MoGLMTreeBoostRegressor method) (modeva.models.MoGLMTreeClassifier method) (modeva.models.MoGLMTreeRegressor method) (modeva.models.MoGradientBoostingClassifier method) (modeva.models.MoGradientBoostingRegressor method) (modeva.models.MoLGBMClassifier method) (modeva.models.MoLGBMRegressor method) (modeva.models.MoLogisticRegression method) (modeva.models.MoNeuralTreeClassifier method) (modeva.models.MoNeuralTreeRegressor method) (modeva.models.MoRandomForestClassifier method) (modeva.models.MoRandomForestRegressor method) (modeva.models.MoXGBClassifier method) (modeva.models.MoXGBRegressor method)

F

fe_bivector() (modeva.data.feature_engineering.base.FeatureEngineering method) (modeva.data.local_dataset.LocalDataSet method) fe_blade_spectrum() (modeva.data.feature_engineering.base.FeatureEngineering method) (modeva.data.local_dataset.LocalDataSet method) fe_density() (modeva.data.feature_engineering.base.FeatureEngineering method) (modeva.data.local_dataset.LocalDataSet method) fe_direct_rs() (modeva.data.feature_engineering.base.FeatureEngineering method) (modeva.data.local_dataset.LocalDataSet method) fe_grade_ratio() (modeva.data.feature_engineering.base.FeatureEngineering method) (modeva.data.local_dataset.LocalDataSet method) fe_kinematics() (modeva.data.feature_engineering.base.FeatureEngineering method) (modeva.data.local_dataset.LocalDataSet method) fe_multi_grade_shape() (modeva.data.feature_engineering.base.FeatureEngineering method) (modeva.data.local_dataset.LocalDataSet method) fe_phase_encoder() (modeva.data.feature_engineering.base.FeatureEngineering method) (modeva.data.local_dataset.LocalDataSet method) fe_rf_proximity() (modeva.data.feature_engineering.base.FeatureEngineering method) (modeva.data.local_dataset.LocalDataSet method) fe_shear() (modeva.data.feature_engineering.base.FeatureEngineering method) (modeva.data.local_dataset.LocalDataSet method) fe_spectral_proximity() (modeva.data.feature_engineering.base.FeatureEngineering method) (modeva.data.local_dataset.LocalDataSet method) fe_wedge_bivector() (modeva.data.feature_engineering.base.FeatureEngineering method) (modeva.data.local_dataset.LocalDataSet method) fe_whitening() (modeva.data.feature_engineering.base.FeatureEngineering method) (modeva.data.local_dataset.LocalDataSet method) feature_indices (modeva.data.local_dataset.LocalDataSet property) feature_names (modeva.data.local_dataset.LocalDataSet property) feature_names_categorical (modeva.data.local_dataset.LocalDataSet property) feature_names_mixed (modeva.data.local_dataset.LocalDataSet property) feature_names_numerical (modeva.data.local_dataset.LocalDataSet property) feature_select_corr() (modeva.data.local_dataset.LocalDataSet method) feature_select_rcit() (modeva.data.local_dataset.LocalDataSet method) feature_select_xgbpfi() (modeva.data.local_dataset.LocalDataSet method) feature_types (modeva.data.local_dataset.LocalDataSet property) FeatureEngineering (class in modeva.data.feature_engineering.base) FEBivector (class in modeva.data.feature_engineering.bivector) FEBladeSpectrum (class in modeva.data.feature_engineering.row_geometry) FEDensity (class in modeva.data.feature_engineering.row_geometry) FEDirectRS (class in modeva.data.feature_engineering.tree_features) FEGradeRatio (class in modeva.data.feature_engineering.shape) FEKinematics (class in modeva.data.feature_engineering.kinematics) FEMultiGradeShape (class in modeva.data.feature_engineering.shape) FEPhaseEncoder (class in modeva.data.feature_engineering.phase)

FERFProximity (class in modeva.data.feature_engineering.tree_features) FEShear (class in modeva.data.feature_engineering.rotation) FESpectralProximity (class in modeva.data.feature_engineering.tree_features) FEWedgeBivector (class in modeva.data.feature_engineering.bivector) FEWhitening (class in modeva.data.feature_engineering.rotation) fit() (modeva.models.MoCatBoostClassifier method) (modeva.models.MoCatBoostRegressor method) (modeva.models.MoClassifier method) (modeva.models.MoDecisionTreeClassifier method) (modeva.models.MoDecisionTreeRegressor method) (modeva.models.MoDirectRSClassifier method) (modeva.models.MoDirectRSICLClassifier method) (modeva.models.MoDirectRSICLRegressor method) (modeva.models.MoDirectRSRegressor method) (modeva.models.MoElasticNet method) (modeva.models.MoFuseKernelClassifier method) (modeva.models.MoFuseKernelRegressor method) (modeva.models.MoGAMINetClassifier method) (modeva.models.MoGAMINetRegressor method) (modeva.models.MoGBDTKernelClassifier method) (modeva.models.MoGBDTKernelRegressor method) (modeva.models.MoGLMTreeBoostClassifier method) (modeva.models.MoGLMTreeBoostRegressor method) (modeva.models.MoGLMTreeClassifier method) (modeva.models.MoGLMTreeRegressor method) (modeva.models.MoGradientBoostingClassifier method) (modeva.models.MoGradientBoostingRegressor method) (modeva.models.MoLGBMClassifier method) (modeva.models.MoLGBMRegressor method) (modeva.models.MoLogisticRegression method) (modeva.models.MoMoEClassifier method) (modeva.models.MoMoERegressor method) (modeva.models.MoNeuralTreeClassifier method) (modeva.models.MoNeuralTreeRegressor method) (modeva.models.MoRandomForestClassifier method) (modeva.models.MoRandomForestRegressor method) (modeva.models.MoRegressor method) (modeva.models.MoReLUDNNClassifier method) (modeva.models.MoReLUDNNRegressor method) (modeva.models.MoSKLearnClassifier method) (modeva.models.MoSKLearnRegressor method) (modeva.models.MoXGBClassifier method) (modeva.models.MoXGBRegressor method) fit_cluster() (modeva.models.MoMoEClassifier method) (modeva.models.MoMoERegressor method)

G

geometric_interaction_traces() (modeva.models.MoDirectRSClassifier method) (modeva.models.MoDirectRSRegressor method) get_active_feature_idx() (modeva.data.local_dataset.LocalDataSet method) get_active_sample_idx() (modeva.data.local_dataset.LocalDataSet method) get_aggregate_output() (modeva.models.MoNeuralTreeClassifier method) (modeva.models.MoNeuralTreeRegressor method) get_biases() (modeva.models.MoReLUDNNClassifier method) (modeva.models.MoReLUDNNRegressor method) get_clarity_loss() (modeva.models.MoGAMINetClassifier method) (modeva.models.MoGAMINetRegressor method) get_data() (modeva.data.local_dataset.LocalDataSet method) get_data_info() (in module modeva.testsuite.utils.slicing_utils) get_data_list() (modeva.data.local_dataset.LocalDataSet method) get_evidence_diagnostics() (modeva.models.MoGBDTKernelClassifier method) (modeva.models.MoGBDTKernelRegressor method) get_extra_data_list() (modeva.data.local_dataset.LocalDataSet method) get_feature_engineer() (modeva.data.local_dataset.LocalDataSet method) get_feature_importance() (modeva.models.MoDirectRSClassifier method) (modeva.models.MoDirectRSRegressor method) get_figure_names() (modeva.utils.results.ValidationResult method) get_global_stretch_analysis() (modeva.models.MoDirectRSClassifier method) (modeva.models.MoDirectRSRegressor method) get_leaf_gating_analysis() (modeva.models.MoDirectRSICLClassifier method) (modeva.models.MoDirectRSICLRegressor method) get_metadata_routing() (modeva.models.MoCatBoostClassifier method) (modeva.models.MoCatBoostRegressor method) (modeva.models.MoClassifier method) (modeva.models.MoDecisionTreeClassifier method) (modeva.models.MoDecisionTreeRegressor method) (modeva.models.ModelBaseClassifier method) (modeva.models.ModelBaseRegressor method) (modeva.models.MoDirectRSClassifier method) (modeva.models.MoDirectRSICLClassifier method) (modeva.models.MoDirectRSICLRegressor method) (modeva.models.MoDirectRSRegressor method) (modeva.models.MoElasticNet method) (modeva.models.MoFuseKernelClassifier method) (modeva.models.MoFuseKernelRegressor method) (modeva.models.MoGAMINetClassifier method) (modeva.models.MoGAMINetRegressor method) (modeva.models.MoGBDTKernelClassifier method) (modeva.models.MoGBDTKernelRegressor method) (modeva.models.MoGLMTreeBoostClassifier method) (modeva.models.MoGLMTreeBoostRegressor method) (modeva.models.MoGLMTreeClassifier method) (modeva.models.MoGLMTreeRegressor method) (modeva.models.MoGradientBoostingClassifier method) (modeva.models.MoGradientBoostingRegressor method) (modeva.models.MoLGBMClassifier method) (modeva.models.MoLGBMRegressor method) (modeva.models.MoLogisticRegression method) (modeva.models.MoMoEClassifier method) (modeva.models.MoMoERegressor method) (modeva.models.MoNeuralTreeClassifier method) (modeva.models.MoNeuralTreeRegressor method) (modeva.models.MoRandomForestClassifier method) (modeva.models.MoRandomForestRegressor method) (modeva.models.MoRegressor method) (modeva.models.MoReLUDNNClassifier method) (modeva.models.MoReLUDNNRegressor method) (modeva.models.MoScoredClassifier method) (modeva.models.MoScoredRegressor method) (modeva.models.MoSKLearnClassifier method) (modeva.models.MoSKLearnRegressor method) (modeva.models.MoXGBClassifier method) (modeva.models.MoXGBRegressor method) get_mlflow_home() (in module modeva.utils.mlflow) get_model() (modeva.models.local_model_zoo.LocalModelZoo method) get_mono_loss() (modeva.models.MoGAMINetClassifier method) (modeva.models.MoGAMINetRegressor method) (modeva.models.MoNeuralTreeClassifier method) (modeva.models.MoNeuralTreeRegressor method)

get_neighbor_analysis() (modeva.models.MoDirectRSICLClassifier method) (modeva.models.MoDirectRSICLRegressor method) (modeva.models.MoGBDTKernelClassifier method) (modeva.models.MoGBDTKernelRegressor method) get_off_diagonal_analysis() (modeva.models.MoDirectRSClassifier method) (modeva.models.MoDirectRSRegressor method) get_params() (modeva.models.MoCatBoostClassifier method) (modeva.models.MoCatBoostRegressor method) (modeva.models.MoClassifier method) (modeva.models.MoDecisionTreeClassifier method) (modeva.models.MoDecisionTreeRegressor method) (modeva.models.ModelBaseClassifier method) (modeva.models.ModelBaseRegressor method) (modeva.models.MoDirectRSClassifier method) (modeva.models.MoDirectRSICLClassifier method) (modeva.models.MoDirectRSICLRegressor method) (modeva.models.MoDirectRSRegressor method) (modeva.models.MoElasticNet method) (modeva.models.MoFuseKernelClassifier method) (modeva.models.MoFuseKernelRegressor method) (modeva.models.MoGAMINetClassifier method) (modeva.models.MoGAMINetRegressor method) (modeva.models.MoGBDTKernelClassifier method) (modeva.models.MoGBDTKernelRegressor method) (modeva.models.MoGLMTreeBoostClassifier method) (modeva.models.MoGLMTreeBoostRegressor method) (modeva.models.MoGLMTreeClassifier method) (modeva.models.MoGLMTreeRegressor method) (modeva.models.MoGradientBoostingClassifier method) (modeva.models.MoGradientBoostingRegressor method) (modeva.models.MoLGBMClassifier method) (modeva.models.MoLGBMRegressor method) (modeva.models.MoLogisticRegression method) (modeva.models.MoMoEClassifier method) (modeva.models.MoMoERegressor method) (modeva.models.MoNeuralTreeClassifier method) (modeva.models.MoNeuralTreeRegressor method) (modeva.models.MoRandomForestClassifier method) (modeva.models.MoRandomForestRegressor method) (modeva.models.MoRegressor method) (modeva.models.MoReLUDNNClassifier method) (modeva.models.MoReLUDNNRegressor method) (modeva.models.MoScoredClassifier method) (modeva.models.MoScoredRegressor method) (modeva.models.MoSKLearnClassifier method) (modeva.models.MoSKLearnRegressor method) (modeva.models.MoXGBClassifier method) (modeva.models.MoXGBRegressor method) get_pr_weight() (modeva.models.MoMoEClassifier method) (modeva.models.MoMoERegressor method) get_preprocessor() (modeva.data.local_dataset.LocalDataSet method) get_protected_data() (modeva.data.local_dataset.LocalDataSet method) get_raw_data() (modeva.data.local_dataset.LocalDataSet method) get_raw_output() (modeva.models.MoGAMINetClassifier method) (modeva.models.MoGAMINetRegressor method) (modeva.models.MoGLMTreeBoostClassifier method) (modeva.models.MoGLMTreeBoostRegressor method) (modeva.models.MoGLMTreeClassifier method) (modeva.models.MoGLMTreeRegressor method) (modeva.models.MoMoEClassifier method) (modeva.models.MoMoERegressor method) (modeva.models.MoReLUDNNClassifier method) (modeva.models.MoReLUDNNRegressor method) get_sparsity() (modeva.models.MoNeuralTreeClassifier method) (modeva.models.MoNeuralTreeRegressor method) get_status() (modeva.data.feature_engineering.base.FeatureEngineering method) get_weights() (modeva.models.MoReLUDNNClassifier method) (modeva.models.MoReLUDNNRegressor method) get_X_y_data() (modeva.data.local_dataset.LocalDataSet method)

I

importance_global() (modeva.models.MoDirectRSClassifier method) (modeva.models.MoDirectRSICLClassifier method) (modeva.models.MoDirectRSICLRegressor method) (modeva.models.MoDirectRSRegressor method) (modeva.models.MoGBDTKernelClassifier method) (modeva.models.MoGBDTKernelRegressor method) importance_main_interaction() (modeva.models.MoDirectRSClassifier method) (modeva.models.MoDirectRSRegressor method) impute_missing() (modeva.data.local_dataset.LocalDataSet method) inactive_sample_idx (modeva.data.local_dataset.LocalDataSet property) inactive_sample_idx_test (modeva.data.local_dataset.LocalDataSet property) inactive_sample_idx_train (modeva.data.local_dataset.LocalDataSet property) interpret() (modeva.models.MoCatBoostClassifier method) (modeva.models.MoCatBoostRegressor method) (modeva.models.MoDecisionTreeClassifier method) (modeva.models.MoDecisionTreeRegressor method) (modeva.models.MoElasticNet method) (modeva.models.MoFuseKernelClassifier method) (modeva.models.MoFuseKernelRegressor method) (modeva.models.MoGAMINetClassifier method) (modeva.models.MoGAMINetRegressor method) (modeva.models.MoGLMTreeBoostClassifier method) (modeva.models.MoGLMTreeBoostRegressor method) (modeva.models.MoGLMTreeClassifier method) (modeva.models.MoGLMTreeRegressor method) (modeva.models.MoGradientBoostingClassifier method) (modeva.models.MoGradientBoostingRegressor method) (modeva.models.MoLGBMClassifier method) (modeva.models.MoLGBMRegressor method) (modeva.models.MoLogisticRegression method) (modeva.models.MoMoEClassifier method) (modeva.models.MoMoERegressor method) (modeva.models.MoNeuralTreeClassifier method) (modeva.models.MoNeuralTreeRegressor method) (modeva.models.MoRandomForestClassifier method) (modeva.models.MoRandomForestRegressor method) (modeva.models.MoReLUDNNClassifier method) (modeva.models.MoReLUDNNRegressor method) (modeva.models.MoXGBClassifier method) (modeva.models.MoXGBRegressor method)

interpret_coef() (modeva.TestSuite method) interpret_effects() (modeva.TestSuite method) interpret_effects_moe_average() (modeva.TestSuite method) interpret_ei() (modeva.TestSuite method) interpret_fi() (modeva.TestSuite method) interpret_global_tree() (modeva.TestSuite method) interpret_llm_pc() (modeva.TestSuite method) interpret_llm_profile() (modeva.TestSuite method) interpret_llm_summary() (modeva.TestSuite method) interpret_llm_violin() (modeva.TestSuite method) interpret_local_ei() (modeva.TestSuite method) interpret_local_fi() (modeva.TestSuite method) interpret_local_linear_fi() (modeva.TestSuite method) interpret_local_moe_weights() (modeva.TestSuite method) interpret_local_tree() (modeva.TestSuite method) interpret_moe_cluster_analysis() (modeva.TestSuite method) inverse_transform() (modeva.data.local_dataset.LocalDataSet method) is_built_in() (modeva.data.local_dataset.LocalDataSet method) is_splitted() (modeva.data.local_dataset.LocalDataSet method)

L

leaderboard() (modeva.models.local_model_zoo.LocalModelZoo method) list_model_names() (modeva.models.local_model_zoo.LocalModelZoo method) list_registered_data() (modeva.data.local_dataset.LocalDataSet method) list_registered_models() (modeva.models.local_model_zoo.LocalModelZoo method) load() (modeva.data.feature_engineering.base.FeatureEngineering method) (modeva.data.local_dataset.LocalDataSet method) (modeva.models.MoCatBoostClassifier method) (modeva.models.MoCatBoostRegressor method) (modeva.models.MoClassifier method) (modeva.models.MoDecisionTreeClassifier method) (modeva.models.MoDecisionTreeRegressor method) (modeva.models.ModelBaseClassifier method) (modeva.models.ModelBaseRegressor method) (modeva.models.MoDirectRSClassifier method) (modeva.models.MoDirectRSICLClassifier method) (modeva.models.MoDirectRSICLRegressor method) (modeva.models.MoDirectRSRegressor method) (modeva.models.MoElasticNet method) (modeva.models.MoFuseKernelClassifier method) (modeva.models.MoFuseKernelRegressor method) (modeva.models.MoGAMINetClassifier method) (modeva.models.MoGAMINetRegressor method) (modeva.models.MoGBDTKernelClassifier method) (modeva.models.MoGBDTKernelRegressor method) (modeva.models.MoGLMTreeBoostClassifier method) (modeva.models.MoGLMTreeBoostRegressor method) (modeva.models.MoGLMTreeClassifier method) (modeva.models.MoGLMTreeRegressor method) (modeva.models.MoGradientBoostingClassifier method) (modeva.models.MoGradientBoostingRegressor method) (modeva.models.MoLGBMClassifier method) (modeva.models.MoLGBMRegressor method) (modeva.models.MoLogisticRegression method) (modeva.models.MoMoEClassifier method) (modeva.models.MoMoERegressor method) (modeva.models.MoNeuralTreeClassifier method) (modeva.models.MoNeuralTreeRegressor method) (modeva.models.MoRandomForestClassifier method) (modeva.models.MoRandomForestRegressor method) (modeva.models.MoRegressor method) (modeva.models.MoReLUDNNClassifier method) (modeva.models.MoReLUDNNRegressor method) (modeva.models.MoScoredClassifier method) (modeva.models.MoScoredRegressor method) (modeva.models.MoSKLearnClassifier method) (modeva.models.MoSKLearnRegressor method) (modeva.models.MoXGBClassifier method) (modeva.models.MoXGBRegressor method)

load_csv() (modeva.data.local_dataset.LocalDataSet method) load_dataframe() (modeva.data.local_dataset.LocalDataSet method) load_dataframe_train_test() (modeva.data.local_dataset.LocalDataSet method) load_preprocessing() (modeva.data.local_dataset.LocalDataSet method) load_registered_data() (modeva.data.local_dataset.LocalDataSet method) load_registered_model() (modeva.models.local_model_zoo.LocalModelZoo method) load_spark() (modeva.data.local_dataset.LocalDataSet method) LocalDataSet (class in modeva.data.local_dataset) LocalModelZoo (class in modeva.models.local_model_zoo)

M

main_idx (modeva.data.local_dataset.LocalDataSet property) meta_info (modeva.data.local_dataset.LocalDataSet property) MoCatBoostClassifier (class in modeva.models) MoCatBoostRegressor (class in modeva.models) MoClassifier (class in modeva.models) MoDecisionTreeClassifier (class in modeva.models) MoDecisionTreeRegressor (class in modeva.models) ModelBaseClassifier (class in modeva.models) ModelBaseRegressor (class in modeva.models) models (modeva.models.local_model_zoo.LocalModelZoo property) ModelTuneGridSearch (class in modeva.models) ModelTuneOptuna (class in modeva.models) ModelTunePSO (class in modeva.models) ModelTuneRandomSearch (class in modeva.models) MoDirectRSClassifier (class in modeva.models) MoDirectRSICLClassifier (class in modeva.models) MoDirectRSICLRegressor (class in modeva.models) MoDirectRSRegressor (class in modeva.models) MoElasticNet (class in modeva.models) MoFuseKernelClassifier (class in modeva.models) MoFuseKernelRegressor (class in modeva.models) MoGAMINetClassifier (class in modeva.models) MoGAMINetRegressor (class in modeva.models) MoGBDTKernelClassifier (class in modeva.models)

MoGBDTKernelRegressor (class in modeva.models) MoGLMTreeBoostClassifier (class in modeva.models) MoGLMTreeBoostRegressor (class in modeva.models) MoGLMTreeClassifier (class in modeva.models) MoGLMTreeRegressor (class in modeva.models) MoGradientBoostingClassifier (class in modeva.models) MoGradientBoostingRegressor (class in modeva.models) MoLGBMClassifier (class in modeva.models) MoLGBMRegressor (class in modeva.models) MoLogisticRegression (class in modeva.models) MoMoEClassifier (class in modeva.models) MoMoERegressor (class in modeva.models) MoNeuralTreeClassifier (class in modeva.models) MoNeuralTreeRegressor (class in modeva.models) MoRandomForestClassifier (class in modeva.models) MoRandomForestRegressor (class in modeva.models) MoRegressor (class in modeva.models) MoReLUDNNClassifier (class in modeva.models) MoReLUDNNRegressor (class in modeva.models) MoScoredClassifier (class in modeva.models) MoScoredRegressor (class in modeva.models) MoSKLearnClassifier (class in modeva.models) MoSKLearnRegressor (class in modeva.models) MoXGBClassifier (class in modeva.models) MoXGBRegressor (class in modeva.models)

N

n_features (modeva.data.local_dataset.LocalDataSet property) name (modeva.data.local_dataset.LocalDataSet property) (modeva.models.MoCatBoostClassifier property) (modeva.models.MoCatBoostRegressor property) (modeva.models.MoDecisionTreeClassifier property) (modeva.models.MoDecisionTreeRegressor property) (modeva.models.ModelBaseClassifier property) (modeva.models.ModelBaseRegressor property) (modeva.models.MoDirectRSClassifier property) (modeva.models.MoDirectRSICLClassifier property) (modeva.models.MoDirectRSICLRegressor property) (modeva.models.MoDirectRSRegressor property) (modeva.models.MoElasticNet property) (modeva.models.MoFuseKernelClassifier property) (modeva.models.MoFuseKernelRegressor property) (modeva.models.MoGAMINetClassifier property) (modeva.models.MoGAMINetRegressor property) (modeva.models.MoGBDTKernelClassifier property) (modeva.models.MoGBDTKernelRegressor property) (modeva.models.MoGLMTreeBoostClassifier property) (modeva.models.MoGLMTreeBoostRegressor property) (modeva.models.MoGLMTreeClassifier property) (modeva.models.MoGLMTreeRegressor property) (modeva.models.MoGradientBoostingClassifier property) (modeva.models.MoGradientBoostingRegressor property) (modeva.models.MoLGBMClassifier property) (modeva.models.MoLGBMRegressor property) (modeva.models.MoLogisticRegression property) (modeva.models.MoMoEClassifier property) (modeva.models.MoMoERegressor property) (modeva.models.MoNeuralTreeClassifier property) (modeva.models.MoNeuralTreeRegressor property) (modeva.models.MoRandomForestClassifier property) (modeva.models.MoRandomForestRegressor property) (modeva.models.MoReLUDNNClassifier property) (modeva.models.MoReLUDNNRegressor property) (modeva.models.MoXGBClassifier property) (modeva.models.MoXGBRegressor property)

nominate_head() (modeva.models.MoGBDTKernelClassifier method) (modeva.models.MoGBDTKernelRegressor method)

P

Pipeline (class in modeva.automation.pipeline) plot() (modeva.utils.results.ValidationResult method) plot_save() (modeva.utils.results.ValidationResult method) predict() (modeva.models.MoCatBoostClassifier method) (modeva.models.MoCatBoostRegressor method) (modeva.models.MoClassifier method) (modeva.models.MoDecisionTreeClassifier method) (modeva.models.MoDecisionTreeRegressor method) (modeva.models.ModelBaseClassifier method) (modeva.models.ModelBaseRegressor method) (modeva.models.MoDirectRSClassifier method) (modeva.models.MoDirectRSICLClassifier method) (modeva.models.MoDirectRSICLRegressor method) (modeva.models.MoDirectRSRegressor method) (modeva.models.MoElasticNet method) (modeva.models.MoFuseKernelClassifier method) (modeva.models.MoFuseKernelRegressor method) (modeva.models.MoGAMINetClassifier method) (modeva.models.MoGAMINetRegressor method) (modeva.models.MoGBDTKernelClassifier method) (modeva.models.MoGBDTKernelRegressor method) (modeva.models.MoGLMTreeBoostClassifier method) (modeva.models.MoGLMTreeBoostRegressor method) (modeva.models.MoGLMTreeClassifier method) (modeva.models.MoGLMTreeRegressor method) (modeva.models.MoGradientBoostingClassifier method) (modeva.models.MoGradientBoostingRegressor method) (modeva.models.MoLGBMClassifier method) (modeva.models.MoLGBMRegressor method) (modeva.models.MoLogisticRegression method) (modeva.models.MoMoEClassifier method) (modeva.models.MoMoERegressor method) (modeva.models.MoNeuralTreeClassifier method) (modeva.models.MoNeuralTreeRegressor method) (modeva.models.MoRandomForestClassifier method) (modeva.models.MoRandomForestRegressor method) (modeva.models.MoRegressor method) (modeva.models.MoReLUDNNClassifier method) (modeva.models.MoReLUDNNRegressor method) (modeva.models.MoScoredClassifier method) (modeva.models.MoScoredRegressor method) (modeva.models.MoSKLearnClassifier method) (modeva.models.MoSKLearnRegressor method) (modeva.models.MoXGBClassifier method) (modeva.models.MoXGBRegressor method) predict_dist() (modeva.models.MoFuseKernelRegressor method) predict_effect() (modeva.models.MoElasticNet method) (modeva.models.MoFuseKernelClassifier method) (modeva.models.MoFuseKernelRegressor method) (modeva.models.MoGAMINetClassifier method) (modeva.models.MoGAMINetRegressor method) (modeva.models.MoLogisticRegression method) predict_interaction() (modeva.models.MoFuseKernelClassifier method) (modeva.models.MoFuseKernelRegressor method) (modeva.models.MoGAMINetClassifier method) (modeva.models.MoGAMINetRegressor method) predict_interval() (modeva.models.MoCatBoostClassifier method) (modeva.models.MoCatBoostRegressor method) (modeva.models.MoClassifier method) (modeva.models.MoDecisionTreeClassifier method) (modeva.models.MoDecisionTreeRegressor method) (modeva.models.ModelBaseClassifier method) (modeva.models.ModelBaseRegressor method) (modeva.models.MoDirectRSClassifier method) (modeva.models.MoDirectRSICLClassifier method) (modeva.models.MoDirectRSICLRegressor method) (modeva.models.MoDirectRSRegressor method) (modeva.models.MoElasticNet method) (modeva.models.MoFuseKernelClassifier method) (modeva.models.MoFuseKernelRegressor method) (modeva.models.MoGAMINetClassifier method) (modeva.models.MoGAMINetRegressor method) (modeva.models.MoGBDTKernelClassifier method) (modeva.models.MoGBDTKernelRegressor method) (modeva.models.MoGLMTreeBoostClassifier method) (modeva.models.MoGLMTreeBoostRegressor method) (modeva.models.MoGLMTreeClassifier method) (modeva.models.MoGLMTreeRegressor method) (modeva.models.MoGradientBoostingClassifier method) (modeva.models.MoGradientBoostingRegressor method) (modeva.models.MoLGBMClassifier method) (modeva.models.MoLGBMRegressor method) (modeva.models.MoLogisticRegression method) (modeva.models.MoMoEClassifier method) (modeva.models.MoMoERegressor method) (modeva.models.MoNeuralTreeClassifier method) (modeva.models.MoNeuralTreeRegressor method) (modeva.models.MoRandomForestClassifier method) (modeva.models.MoRandomForestRegressor method) (modeva.models.MoRegressor method) (modeva.models.MoReLUDNNClassifier method) (modeva.models.MoReLUDNNRegressor method) (modeva.models.MoScoredClassifier method) (modeva.models.MoScoredRegressor method) (modeva.models.MoSKLearnClassifier method) (modeva.models.MoSKLearnRegressor method) (modeva.models.MoXGBClassifier method) (modeva.models.MoXGBRegressor method)

predict_last_hidden_layer() (modeva.models.MoReLUDNNClassifier method) (modeva.models.MoReLUDNNRegressor method) predict_main_effect() (modeva.models.MoFuseKernelClassifier method) (modeva.models.MoFuseKernelRegressor method) (modeva.models.MoGAMINetClassifier method) (modeva.models.MoGAMINetRegressor method) predict_proba() (modeva.models.MoCatBoostClassifier method) (modeva.models.MoClassifier method) (modeva.models.MoDecisionTreeClassifier method) (modeva.models.ModelBaseClassifier method) (modeva.models.MoDirectRSClassifier method) (modeva.models.MoDirectRSICLClassifier method) (modeva.models.MoFuseKernelClassifier method) (modeva.models.MoGAMINetClassifier method) (modeva.models.MoGBDTKernelClassifier method) (modeva.models.MoGLMTreeBoostClassifier method) (modeva.models.MoGLMTreeClassifier method) (modeva.models.MoGradientBoostingClassifier method) (modeva.models.MoLGBMClassifier method) (modeva.models.MoLogisticRegression method) (modeva.models.MoMoEClassifier method) (modeva.models.MoNeuralTreeClassifier method) (modeva.models.MoRandomForestClassifier method) (modeva.models.MoReLUDNNClassifier method) (modeva.models.MoScoredClassifier method) (modeva.models.MoSKLearnClassifier method) (modeva.models.MoXGBClassifier method) predict_with_context() (modeva.models.MoGBDTKernelClassifier method) (modeva.models.MoGBDTKernelRegressor method) prediction_name (modeva.data.local_dataset.LocalDataSet property) prediction_proba_name (modeva.data.local_dataset.LocalDataSet property) preprocess() (modeva.data.local_dataset.LocalDataSet method) protected_data (modeva.data.local_dataset.LocalDataSet property) protected_extra_data (modeva.data.local_dataset.LocalDataSet property) protected_feature_names (modeva.data.local_dataset.LocalDataSet property)

R

random_state (modeva.data.local_dataset.LocalDataSet property) raw_data (modeva.data.local_dataset.LocalDataSet property) raw_extra_data (modeva.data.local_dataset.LocalDataSet property) raw_test_idx (modeva.data.local_dataset.LocalDataSet property) raw_train_idx (modeva.data.local_dataset.LocalDataSet property) register() (modeva.data.local_dataset.LocalDataSet method) (modeva.models.local_model_zoo.LocalModelZoo method) (modeva.TestSuite method) reset() (modeva.data.feature_engineering.base.FeatureEngineering method) reset_calibrate_interval() (modeva.models.MoCatBoostClassifier method) (modeva.models.MoCatBoostRegressor method) (modeva.models.MoDecisionTreeClassifier method) (modeva.models.MoDecisionTreeRegressor method) (modeva.models.ModelBaseClassifier method) (modeva.models.ModelBaseRegressor method) (modeva.models.MoDirectRSClassifier method) (modeva.models.MoDirectRSICLClassifier method) (modeva.models.MoDirectRSICLRegressor method) (modeva.models.MoDirectRSRegressor method) (modeva.models.MoElasticNet method) (modeva.models.MoFuseKernelClassifier method) (modeva.models.MoFuseKernelRegressor method) (modeva.models.MoGAMINetClassifier method) (modeva.models.MoGAMINetRegressor method) (modeva.models.MoGBDTKernelClassifier method) (modeva.models.MoGBDTKernelRegressor method) (modeva.models.MoGLMTreeBoostClassifier method) (modeva.models.MoGLMTreeBoostRegressor method) (modeva.models.MoGLMTreeClassifier method) (modeva.models.MoGLMTreeRegressor method) (modeva.models.MoGradientBoostingClassifier method) (modeva.models.MoGradientBoostingRegressor method) (modeva.models.MoLGBMClassifier method) (modeva.models.MoLGBMRegressor method) (modeva.models.MoLogisticRegression method) (modeva.models.MoMoEClassifier method) (modeva.models.MoMoERegressor method) (modeva.models.MoNeuralTreeClassifier method) (modeva.models.MoNeuralTreeRegressor method) (modeva.models.MoRandomForestClassifier method) (modeva.models.MoRandomForestRegressor method) (modeva.models.MoReLUDNNClassifier method) (modeva.models.MoReLUDNNRegressor method) (modeva.models.MoXGBClassifier method) (modeva.models.MoXGBRegressor method) reset_calibrate_proba() (modeva.models.MoCatBoostClassifier method) (modeva.models.MoCatBoostRegressor method) (modeva.models.MoDecisionTreeClassifier method) (modeva.models.MoDecisionTreeRegressor method) (modeva.models.ModelBaseClassifier method) (modeva.models.ModelBaseRegressor method) (modeva.models.MoDirectRSClassifier method) (modeva.models.MoDirectRSICLClassifier method) (modeva.models.MoDirectRSICLRegressor method) (modeva.models.MoDirectRSRegressor method) (modeva.models.MoElasticNet method) (modeva.models.MoFuseKernelClassifier method) (modeva.models.MoFuseKernelRegressor method) (modeva.models.MoGAMINetClassifier method) (modeva.models.MoGAMINetRegressor method) (modeva.models.MoGBDTKernelClassifier method) (modeva.models.MoGBDTKernelRegressor method) (modeva.models.MoGLMTreeBoostClassifier method) (modeva.models.MoGLMTreeBoostRegressor method) (modeva.models.MoGLMTreeClassifier method) (modeva.models.MoGLMTreeRegressor method) (modeva.models.MoGradientBoostingClassifier method) (modeva.models.MoGradientBoostingRegressor method) (modeva.models.MoLGBMClassifier method) (modeva.models.MoLGBMRegressor method) (modeva.models.MoLogisticRegression method) (modeva.models.MoMoEClassifier method) (modeva.models.MoMoERegressor method) (modeva.models.MoNeuralTreeClassifier method) (modeva.models.MoNeuralTreeRegressor method) (modeva.models.MoRandomForestClassifier method) (modeva.models.MoRandomForestRegressor method) (modeva.models.MoReLUDNNClassifier method) (modeva.models.MoReLUDNNRegressor method) (modeva.models.MoXGBClassifier method) (modeva.models.MoXGBRegressor method)

reset_feature_engineering() (modeva.data.local_dataset.LocalDataSet method) reset_preprocess() (modeva.data.local_dataset.LocalDataSet method) run() (modeva.automation.pipeline.Pipeline method) (modeva.data.feature_engineering.bivector.FEBivector method) (modeva.data.feature_engineering.bivector.FEWedgeBivector method) (modeva.data.feature_engineering.kinematics.FEKinematics method) (modeva.data.feature_engineering.phase.FEPhaseEncoder method) (modeva.data.feature_engineering.rotation.FEShear method) (modeva.data.feature_engineering.rotation.FEWhitening method) (modeva.data.feature_engineering.row_geometry.FEBladeSpectrum method) (modeva.data.feature_engineering.row_geometry.FEDensity method) (modeva.data.feature_engineering.shape.FEGradeRatio method) (modeva.data.feature_engineering.shape.FEMultiGradeShape method) (modeva.data.feature_engineering.tree_features.FEDirectRS method) (modeva.data.feature_engineering.tree_features.FERFProximity method) (modeva.data.feature_engineering.tree_features.FESpectralProximity method) (modeva.models.ModelTuneGridSearch method) (modeva.models.ModelTuneOptuna method) (modeva.models.ModelTunePSO method) (modeva.models.ModelTuneRandomSearch method)

S

sample_weight (modeva.data.local_dataset.LocalDataSet property) sample_weight_index (modeva.data.local_dataset.LocalDataSet property) sample_weight_name (modeva.data.local_dataset.LocalDataSet property) save() (modeva.data.feature_engineering.base.FeatureEngineering method) (modeva.data.local_dataset.LocalDataSet method) (modeva.models.MoCatBoostClassifier method) (modeva.models.MoCatBoostRegressor method) (modeva.models.MoClassifier method) (modeva.models.MoDecisionTreeClassifier method) (modeva.models.MoDecisionTreeRegressor method) (modeva.models.ModelBaseClassifier method) (modeva.models.ModelBaseRegressor method) (modeva.models.MoDirectRSClassifier method) (modeva.models.MoDirectRSICLClassifier method) (modeva.models.MoDirectRSICLRegressor method) (modeva.models.MoDirectRSRegressor method) (modeva.models.MoElasticNet method) (modeva.models.MoFuseKernelClassifier method) (modeva.models.MoFuseKernelRegressor method) (modeva.models.MoGAMINetClassifier method) (modeva.models.MoGAMINetRegressor method) (modeva.models.MoGBDTKernelClassifier method) (modeva.models.MoGBDTKernelRegressor method) (modeva.models.MoGLMTreeBoostClassifier method) (modeva.models.MoGLMTreeBoostRegressor method) (modeva.models.MoGLMTreeClassifier method) (modeva.models.MoGLMTreeRegressor method) (modeva.models.MoGradientBoostingClassifier method) (modeva.models.MoGradientBoostingRegressor method) (modeva.models.MoLGBMClassifier method) (modeva.models.MoLGBMRegressor method) (modeva.models.MoLogisticRegression method) (modeva.models.MoMoEClassifier method) (modeva.models.MoMoERegressor method) (modeva.models.MoNeuralTreeClassifier method) (modeva.models.MoNeuralTreeRegressor method) (modeva.models.MoRandomForestClassifier method) (modeva.models.MoRandomForestRegressor method) (modeva.models.MoRegressor method) (modeva.models.MoReLUDNNClassifier method) (modeva.models.MoReLUDNNRegressor method) (modeva.models.MoScoredClassifier method) (modeva.models.MoScoredRegressor method) (modeva.models.MoSKLearnClassifier method) (modeva.models.MoSKLearnRegressor method) (modeva.models.MoXGBClassifier method) (modeva.models.MoXGBRegressor method) save_meta_info() (modeva.data.local_dataset.LocalDataSet method) save_preprocessing() (modeva.data.local_dataset.LocalDataSet method) scale_numerical() (modeva.data.local_dataset.LocalDataSet method) score() (modeva.models.MoCatBoostClassifier method) (modeva.models.MoCatBoostRegressor method) (modeva.models.MoClassifier method) (modeva.models.MoDecisionTreeClassifier method) (modeva.models.MoDecisionTreeRegressor method) (modeva.models.MoDirectRSClassifier method) (modeva.models.MoDirectRSICLClassifier method) (modeva.models.MoDirectRSICLRegressor method) (modeva.models.MoDirectRSRegressor method) (modeva.models.MoElasticNet method) (modeva.models.MoFuseKernelClassifier method) (modeva.models.MoFuseKernelRegressor method) (modeva.models.MoGAMINetClassifier method) (modeva.models.MoGAMINetRegressor method) (modeva.models.MoGBDTKernelClassifier method) (modeva.models.MoGBDTKernelRegressor method) (modeva.models.MoGLMTreeBoostClassifier method) (modeva.models.MoGLMTreeBoostRegressor method) (modeva.models.MoGLMTreeClassifier method) (modeva.models.MoGLMTreeRegressor method) (modeva.models.MoGradientBoostingClassifier method) (modeva.models.MoGradientBoostingRegressor method) (modeva.models.MoLGBMClassifier method) (modeva.models.MoLGBMRegressor method) (modeva.models.MoLogisticRegression method) (modeva.models.MoMoEClassifier method) (modeva.models.MoMoERegressor method) (modeva.models.MoNeuralTreeClassifier method) (modeva.models.MoNeuralTreeRegressor method) (modeva.models.MoRandomForestClassifier method) (modeva.models.MoRandomForestRegressor method) (modeva.models.MoRegressor method) (modeva.models.MoReLUDNNClassifier method) (modeva.models.MoReLUDNNRegressor method) (modeva.models.MoScoredClassifier method) (modeva.models.MoScoredRegressor method) (modeva.models.MoSKLearnClassifier method) (modeva.models.MoSKLearnRegressor method) (modeva.models.MoXGBClassifier method) (modeva.models.MoXGBRegressor method) set_active_features() (modeva.data.local_dataset.LocalDataSet method) set_active_samples() (modeva.data.local_dataset.LocalDataSet method) set_decision_function_request() (modeva.models.MoCatBoostClassifier method) (modeva.models.MoClassifier method) (modeva.models.MoDecisionTreeClassifier method) (modeva.models.ModelBaseClassifier method) (modeva.models.MoDirectRSClassifier method) (modeva.models.MoDirectRSICLClassifier method) (modeva.models.MoFuseKernelClassifier method) (modeva.models.MoGAMINetClassifier method) (modeva.models.MoGBDTKernelClassifier method) (modeva.models.MoGLMTreeBoostClassifier method) (modeva.models.MoGLMTreeClassifier method) (modeva.models.MoGradientBoostingClassifier method) (modeva.models.MoLGBMClassifier method) (modeva.models.MoLogisticRegression method) (modeva.models.MoMoEClassifier method) (modeva.models.MoNeuralTreeClassifier method) (modeva.models.MoRandomForestClassifier method) (modeva.models.MoReLUDNNClassifier method) (modeva.models.MoScoredClassifier method) (modeva.models.MoSKLearnClassifier method) (modeva.models.MoXGBClassifier method) set_feature_type() (modeva.data.local_dataset.LocalDataSet method) set_fit_request() (modeva.models.MoCatBoostClassifier method) (modeva.models.MoCatBoostRegressor method) (modeva.models.MoClassifier method) (modeva.models.MoDecisionTreeClassifier method) (modeva.models.MoDecisionTreeRegressor method) (modeva.models.MoDirectRSClassifier method) (modeva.models.MoDirectRSICLClassifier method) (modeva.models.MoDirectRSICLRegressor method) (modeva.models.MoDirectRSRegressor method) (modeva.models.MoElasticNet method) (modeva.models.MoFuseKernelClassifier method) (modeva.models.MoFuseKernelRegressor method) (modeva.models.MoGAMINetClassifier method) (modeva.models.MoGAMINetRegressor method) (modeva.models.MoGBDTKernelClassifier method) (modeva.models.MoGBDTKernelRegressor method) (modeva.models.MoGLMTreeBoostClassifier method) (modeva.models.MoGLMTreeBoostRegressor method) (modeva.models.MoGLMTreeClassifier method) (modeva.models.MoGLMTreeRegressor method) (modeva.models.MoGradientBoostingClassifier method) (modeva.models.MoGradientBoostingRegressor method) (modeva.models.MoLGBMClassifier method) (modeva.models.MoLGBMRegressor method) (modeva.models.MoLogisticRegression method) (modeva.models.MoMoEClassifier method) (modeva.models.MoMoERegressor method) (modeva.models.MoNeuralTreeClassifier method) (modeva.models.MoNeuralTreeRegressor method) (modeva.models.MoRandomForestClassifier method) (modeva.models.MoRandomForestRegressor method) (modeva.models.MoRegressor method) (modeva.models.MoReLUDNNClassifier method) (modeva.models.MoReLUDNNRegressor method) (modeva.models.MoSKLearnClassifier method) (modeva.models.MoSKLearnRegressor method) (modeva.models.MoXGBClassifier method) (modeva.models.MoXGBRegressor method)

set_inactive_features() (modeva.data.local_dataset.LocalDataSet method) set_inactive_samples() (modeva.data.local_dataset.LocalDataSet method) set_mlflow_home() (in module modeva.utils.mlflow) set_params() (modeva.models.MoCatBoostClassifier method) (modeva.models.MoCatBoostRegressor method) (modeva.models.MoClassifier method) (modeva.models.MoDecisionTreeClassifier method) (modeva.models.MoDecisionTreeRegressor method) (modeva.models.ModelBaseClassifier method) (modeva.models.ModelBaseRegressor method) (modeva.models.MoDirectRSClassifier method) (modeva.models.MoDirectRSICLClassifier method) (modeva.models.MoDirectRSICLRegressor method) (modeva.models.MoDirectRSRegressor method) (modeva.models.MoElasticNet method) (modeva.models.MoFuseKernelClassifier method) (modeva.models.MoFuseKernelRegressor method) (modeva.models.MoGAMINetClassifier method) (modeva.models.MoGAMINetRegressor method) (modeva.models.MoGBDTKernelClassifier method) (modeva.models.MoGBDTKernelRegressor method) (modeva.models.MoGLMTreeBoostClassifier method) (modeva.models.MoGLMTreeBoostRegressor method) (modeva.models.MoGLMTreeClassifier method) (modeva.models.MoGLMTreeRegressor method) (modeva.models.MoGradientBoostingClassifier method) (modeva.models.MoGradientBoostingRegressor method) (modeva.models.MoLGBMClassifier method) (modeva.models.MoLGBMRegressor method) (modeva.models.MoLogisticRegression method) (modeva.models.MoMoEClassifier method) (modeva.models.MoMoERegressor method) (modeva.models.MoNeuralTreeClassifier method) (modeva.models.MoNeuralTreeRegressor method) (modeva.models.MoRandomForestClassifier method) (modeva.models.MoRandomForestRegressor method) (modeva.models.MoRegressor method) (modeva.models.MoReLUDNNClassifier method) (modeva.models.MoReLUDNNRegressor method) (modeva.models.MoScoredClassifier method) (modeva.models.MoScoredRegressor method) (modeva.models.MoSKLearnClassifier method) (modeva.models.MoSKLearnRegressor method) (modeva.models.MoXGBClassifier method) (modeva.models.MoXGBRegressor method) set_predict_proba_request() (modeva.models.MoCatBoostClassifier method) (modeva.models.MoClassifier method) (modeva.models.MoDecisionTreeClassifier method) (modeva.models.ModelBaseClassifier method) (modeva.models.MoDirectRSClassifier method) (modeva.models.MoDirectRSICLClassifier method) (modeva.models.MoFuseKernelClassifier method) (modeva.models.MoGAMINetClassifier method) (modeva.models.MoGBDTKernelClassifier method) (modeva.models.MoGLMTreeBoostClassifier method) (modeva.models.MoGLMTreeClassifier method) (modeva.models.MoGradientBoostingClassifier method) (modeva.models.MoLGBMClassifier method) (modeva.models.MoLogisticRegression method) (modeva.models.MoMoEClassifier method) (modeva.models.MoNeuralTreeClassifier method) (modeva.models.MoRandomForestClassifier method) (modeva.models.MoReLUDNNClassifier method) (modeva.models.MoScoredClassifier method) (modeva.models.MoSKLearnClassifier method) (modeva.models.MoXGBClassifier method) set_predict_request() (modeva.models.MoCatBoostClassifier method) (modeva.models.MoClassifier method) (modeva.models.MoDecisionTreeClassifier method) (modeva.models.ModelBaseClassifier method) (modeva.models.MoDirectRSClassifier method) (modeva.models.MoDirectRSICLClassifier method) (modeva.models.MoFuseKernelClassifier method) (modeva.models.MoGAMINetClassifier method) (modeva.models.MoGBDTKernelClassifier method) (modeva.models.MoGBDTKernelRegressor method) (modeva.models.MoGLMTreeBoostClassifier method) (modeva.models.MoGLMTreeClassifier method) (modeva.models.MoGradientBoostingClassifier method) (modeva.models.MoLGBMClassifier method) (modeva.models.MoLogisticRegression method) (modeva.models.MoMoEClassifier method) (modeva.models.MoNeuralTreeClassifier method) (modeva.models.MoRandomForestClassifier method) (modeva.models.MoReLUDNNClassifier method) (modeva.models.MoScoredClassifier method) (modeva.models.MoSKLearnClassifier method) (modeva.models.MoXGBClassifier method) set_prediction() (modeva.data.local_dataset.LocalDataSet method) set_prediction_proba() (modeva.data.local_dataset.LocalDataSet method) set_protected_data() (modeva.data.local_dataset.LocalDataSet method) set_protected_extra_data() (modeva.data.local_dataset.LocalDataSet method) set_random_split() (modeva.data.local_dataset.LocalDataSet method) set_raw_extra_data() (modeva.data.local_dataset.LocalDataSet method) set_sample_weight() (modeva.data.local_dataset.LocalDataSet method) set_score_request() (modeva.models.MoCatBoostClassifier method) (modeva.models.MoCatBoostRegressor method) (modeva.models.MoClassifier method) (modeva.models.MoDecisionTreeClassifier method) (modeva.models.MoDecisionTreeRegressor method) (modeva.models.MoDirectRSClassifier method) (modeva.models.MoDirectRSICLClassifier method) (modeva.models.MoDirectRSICLRegressor method) (modeva.models.MoDirectRSRegressor method) (modeva.models.MoElasticNet method) (modeva.models.MoFuseKernelClassifier method) (modeva.models.MoFuseKernelRegressor method) (modeva.models.MoGAMINetClassifier method) (modeva.models.MoGAMINetRegressor method) (modeva.models.MoGBDTKernelClassifier method) (modeva.models.MoGBDTKernelRegressor method) (modeva.models.MoGLMTreeBoostClassifier method) (modeva.models.MoGLMTreeBoostRegressor method) (modeva.models.MoGLMTreeClassifier method) (modeva.models.MoGLMTreeRegressor method) (modeva.models.MoGradientBoostingClassifier method) (modeva.models.MoGradientBoostingRegressor method) (modeva.models.MoLGBMClassifier method) (modeva.models.MoLGBMRegressor method) (modeva.models.MoLogisticRegression method) (modeva.models.MoMoEClassifier method) (modeva.models.MoMoERegressor method) (modeva.models.MoNeuralTreeClassifier method) (modeva.models.MoNeuralTreeRegressor method) (modeva.models.MoRandomForestClassifier method) (modeva.models.MoRandomForestRegressor method) (modeva.models.MoRegressor method) (modeva.models.MoReLUDNNClassifier method) (modeva.models.MoReLUDNNRegressor method) (modeva.models.MoScoredClassifier method) (modeva.models.MoScoredRegressor method) (modeva.models.MoSKLearnClassifier method) (modeva.models.MoSKLearnRegressor method) (modeva.models.MoXGBClassifier method) (modeva.models.MoXGBRegressor method) set_target() (modeva.data.local_dataset.LocalDataSet method) set_task_type() (modeva.data.local_dataset.LocalDataSet method) set_test_idx() (modeva.data.local_dataset.LocalDataSet method) set_train_idx() (modeva.data.local_dataset.LocalDataSet method) shape (modeva.data.local_dataset.LocalDataSet property) subsample_random() (modeva.data.local_dataset.LocalDataSet method) summary() (modeva.data.local_dataset.LocalDataSet method)

T

target_feature_index (modeva.data.local_dataset.LocalDataSet property) target_feature_name (modeva.data.local_dataset.LocalDataSet property) target_feature_type (modeva.data.local_dataset.LocalDataSet property) task_type (modeva.data.local_dataset.LocalDataSet property) test_idx (modeva.data.local_dataset.LocalDataSet property) test_sample_weight (modeva.data.local_dataset.LocalDataSet property) test_x (modeva.data.local_dataset.LocalDataSet property) test_y (modeva.data.local_dataset.LocalDataSet property) TestSuite (class in modeva) to_df() (modeva.data.local_dataset.LocalDataSet method) train() (modeva.models.local_model_zoo.LocalModelZoo method) train_all() (modeva.models.local_model_zoo.LocalModelZoo method) train_idx (modeva.data.local_dataset.LocalDataSet property) train_sample_weight (modeva.data.local_dataset.LocalDataSet property) train_x (modeva.data.local_dataset.LocalDataSet property) train_y (modeva.data.local_dataset.LocalDataSet property)

transform() (modeva.data.feature_engineering.base.FeatureEngineering method) (modeva.data.feature_engineering.bivector.FEBivector method) (modeva.data.feature_engineering.bivector.FEWedgeBivector method) (modeva.data.feature_engineering.kinematics.FEKinematics method) (modeva.data.feature_engineering.phase.FEPhaseEncoder method) (modeva.data.feature_engineering.rotation.FEShear method) (modeva.data.feature_engineering.rotation.FEWhitening method) (modeva.data.feature_engineering.row_geometry.FEBladeSpectrum method) (modeva.data.feature_engineering.row_geometry.FEDensity method) (modeva.data.feature_engineering.shape.FEGradeRatio method) (modeva.data.feature_engineering.shape.FEMultiGradeShape method) (modeva.data.feature_engineering.tree_features.FEDirectRS method) (modeva.data.feature_engineering.tree_features.FERFProximity method) (modeva.data.feature_engineering.tree_features.FESpectralProximity method) (modeva.data.local_dataset.LocalDataSet method) transform_features() (modeva.data.local_dataset.LocalDataSet method)

V

ValidationResult (class in modeva.utils.results) version (modeva.data.local_dataset.LocalDataSet property) (modeva.models.MoCatBoostClassifier property) (modeva.models.MoCatBoostRegressor property) (modeva.models.MoDecisionTreeClassifier property) (modeva.models.MoDecisionTreeRegressor property) (modeva.models.ModelBaseClassifier property) (modeva.models.ModelBaseRegressor property) (modeva.models.MoDirectRSClassifier property) (modeva.models.MoDirectRSICLClassifier property) (modeva.models.MoDirectRSICLRegressor property) (modeva.models.MoDirectRSRegressor property) (modeva.models.MoElasticNet property) (modeva.models.MoFuseKernelClassifier property) (modeva.models.MoFuseKernelRegressor property) (modeva.models.MoGAMINetClassifier property) (modeva.models.MoGAMINetRegressor property) (modeva.models.MoGBDTKernelClassifier property) (modeva.models.MoGBDTKernelRegressor property) (modeva.models.MoGLMTreeBoostClassifier property) (modeva.models.MoGLMTreeBoostRegressor property) (modeva.models.MoGLMTreeClassifier property) (modeva.models.MoGLMTreeRegressor property) (modeva.models.MoGradientBoostingClassifier property) (modeva.models.MoGradientBoostingRegressor property) (modeva.models.MoLGBMClassifier property) (modeva.models.MoLGBMRegressor property) (modeva.models.MoLogisticRegression property) (modeva.models.MoMoEClassifier property) (modeva.models.MoMoERegressor property) (modeva.models.MoNeuralTreeClassifier property) (modeva.models.MoNeuralTreeRegressor property) (modeva.models.MoRandomForestClassifier property) (modeva.models.MoRandomForestRegressor property) (modeva.models.MoReLUDNNClassifier property) (modeva.models.MoReLUDNNRegressor property) (modeva.models.MoXGBClassifier property) (modeva.models.MoXGBRegressor property)

X

x (modeva.data.local_dataset.LocalDataSet property)

Y

y (modeva.data.local_dataset.LocalDataSet property)