Index

A

Adaboost (class in summit.multiview_platform.monoview_classifiers.adaboost)

B

BayesianInferenceClassifier (class in summit.multiview_platform.multiview_classifiers.bayesian_inference_fusion)

C

classed_params (SCM attribute) classes_ (CustomDecisionTreeGB attribute) classifier_class_name (in module summit.multiview_platform.monoview_classifiers.adaboost) (in module summit.multiview_platform.monoview_classifiers.decision_tree) (in module summit.multiview_platform.monoview_classifiers.gradient_boosting) (in module summit.multiview_platform.monoview_classifiers.imbalance_bagging) (in module summit.multiview_platform.monoview_classifiers.knn) (in module summit.multiview_platform.monoview_classifiers.lasso) (in module summit.multiview_platform.monoview_classifiers.random_forest) (in module summit.multiview_platform.monoview_classifiers.random_scm) (in module summit.multiview_platform.monoview_classifiers.scm) (in module summit.multiview_platform.monoview_classifiers.sgd) (in module summit.multiview_platform.monoview_classifiers.svm_linear) (in module summit.multiview_platform.monoview_classifiers.svm_poly) (in module summit.multiview_platform.monoview_classifiers.svm_rbf) (in module summit.multiview_platform.multiview_classifiers.bayesian_inference_fusion) (in module summit.multiview_platform.multiview_classifiers.difficulty_fusion) (in module summit.multiview_platform.multiview_classifiers.disagree_fusion) (in module summit.multiview_platform.multiview_classifiers.double_fault_fusion) (in module summit.multiview_platform.multiview_classifiers.early_fusion_adaboost) (in module summit.multiview_platform.multiview_classifiers.early_fusion_decision_tree) (in module summit.multiview_platform.multiview_classifiers.early_fusion_gradient_boosting) (in module summit.multiview_platform.multiview_classifiers.early_fusion_lasso) (in module summit.multiview_platform.multiview_classifiers.early_fusion_random_forest) (in module summit.multiview_platform.multiview_classifiers.early_fusion_sgd) (in module summit.multiview_platform.multiview_classifiers.early_fusion_svm_rbf) (in module summit.multiview_platform.multiview_classifiers.entropy_fusion) (in module summit.multiview_platform.multiview_classifiers.majority_voting_fusion) (in module summit.multiview_platform.multiview_classifiers.svm_jumbo_fusion) (in module summit.multiview_platform.multiview_classifiers.weighted_linear_early_fusion) (in module summit.multiview_platform.multiview_classifiers.weighted_linear_late_fusion)

confirm() (in module summit.multiview_platform.utils.dataset) copy_hdf5() (in module summit.multiview_platform.utils.dataset) CustomDecisionTreeGB (class in summit.multiview_platform.monoview_classifiers.gradient_boosting)

D

Dataset (class in summit.multiview_platform.utils.dataset) dataset (HDF5Dataset attribute) datasets_already_exist() (in module summit.multiview_platform.utils.dataset) DecisionTree (class in summit.multiview_platform.monoview_classifiers.decision_tree) delete_HDF5() (in module summit.multiview_platform.utils.dataset) DifficultyFusion (class in summit.multiview_platform.multiview_classifiers.difficulty_fusion)

DisagreeFusion (class in summit.multiview_platform.multiview_classifiers.disagree_fusion) distribs (SCM attribute) diversity_measure() (DifficultyFusion method) (DisagreeFusion method) (DoubleFaultFusion method) (EntropyFusion method) DoubleFaultFusion (class in summit.multiview_platform.multiview_classifiers.double_fault_fusion)

E

EarlyFusionAdaboost (class in summit.multiview_platform.multiview_classifiers.early_fusion_adaboost) EarlyFusionDT (class in summit.multiview_platform.multiview_classifiers.early_fusion_decision_tree) EarlyFusionGB (class in summit.multiview_platform.multiview_classifiers.early_fusion_gradient_boosting) EarlyFusionLasso (class in summit.multiview_platform.multiview_classifiers.early_fusion_lasso) EarlyFusionRF (class in summit.multiview_platform.multiview_classifiers.early_fusion_random_forest)

EarlyFusionSGD (class in summit.multiview_platform.multiview_classifiers.early_fusion_sgd) EarlyFusionSVMRBF (class in summit.multiview_platform.multiview_classifiers.early_fusion_svm_rbf) EntropyFusion (class in summit.multiview_platform.multiview_classifiers.entropy_fusion) estim_features (ScmBagging attribute) estimators_ (ScmBagging attribute) extract_subset() (in module summit.multiview_platform.utils.dataset)

F

feature_importances_ (CustomDecisionTreeGB attribute) feature_names_in_ (CustomDecisionTreeGB attribute) fit() (Adaboost method) (GradientBoosting method) (Lasso method) (SCM method) (WeightedLinearEarlyFusion method)

G

get_interpretation() (Adaboost method) (DecisionTree method) (GradientBoosting method) (RandomForest method) (SCM method) (ScmBagging method) get_label_names() (HDF5Dataset method) get_labels() (HDF5Dataset method) get_name() (HDF5Dataset method) get_nb_class() (HDF5Dataset method)

get_nb_samples() (HDF5Dataset method) get_params() (WeightedLinearEarlyFusion method) get_samples_views_indices() (in module summit.multiview_platform.utils.dataset) get_shape() (Dataset method) (HDF5Dataset method) (RAMDataset method) get_v() (HDF5Dataset method) get_view_dict() (HDF5Dataset method) get_view_name() (HDF5Dataset method) GradientBoosting (class in summit.multiview_platform.monoview_classifiers.gradient_boosting)

H

hdf5_to_monoview() (WeightedLinearEarlyFusion method)

HDF5Dataset (class in summit.multiview_platform.utils.dataset)

I

ImbalanceBagging (class in summit.multiview_platform.monoview_classifiers.imbalance_bagging) init_attrs() (HDF5Dataset method) init_multiple_datasets() (in module summit.multiview_platform.utils.dataset)

init_sample_indices() (Dataset method) (HDF5Dataset method) (RAMDataset method) input_() (in module summit.multiview_platform.utils.dataset)

K

KNN (class in summit.multiview_platform.monoview_classifiers.knn)

L

Lasso (class in summit.multiview_platform.monoview_classifiers.lasso)

M

MajorityVoting (class in summit.multiview_platform.multiview_classifiers.majority_voting_fusion) max_features_ (CustomDecisionTreeGB attribute) MAX_INT (in module summit.multiview_platform.monoview_classifiers.random_scm) module summit.multiview_platform.monoview_classifiers summit.multiview_platform.monoview_classifiers.adaboost summit.multiview_platform.monoview_classifiers.decision_tree summit.multiview_platform.monoview_classifiers.gradient_boosting summit.multiview_platform.monoview_classifiers.imbalance_bagging summit.multiview_platform.monoview_classifiers.knn summit.multiview_platform.monoview_classifiers.lasso summit.multiview_platform.monoview_classifiers.random_forest summit.multiview_platform.monoview_classifiers.random_scm summit.multiview_platform.monoview_classifiers.scm summit.multiview_platform.monoview_classifiers.sgd summit.multiview_platform.monoview_classifiers.svm_linear summit.multiview_platform.monoview_classifiers.svm_poly summit.multiview_platform.monoview_classifiers.svm_rbf summit.multiview_platform.multiview_classifiers summit.multiview_platform.multiview_classifiers.bayesian_inference_fusion summit.multiview_platform.multiview_classifiers.difficulty_fusion summit.multiview_platform.multiview_classifiers.disagree_fusion summit.multiview_platform.multiview_classifiers.double_fault_fusion summit.multiview_platform.multiview_classifiers.early_fusion_adaboost summit.multiview_platform.multiview_classifiers.early_fusion_decision_tree summit.multiview_platform.multiview_classifiers.early_fusion_gradient_boosting summit.multiview_platform.multiview_classifiers.early_fusion_lasso summit.multiview_platform.multiview_classifiers.early_fusion_random_forest summit.multiview_platform.multiview_classifiers.early_fusion_sgd summit.multiview_platform.multiview_classifiers.early_fusion_svm_rbf summit.multiview_platform.multiview_classifiers.entropy_fusion summit.multiview_platform.multiview_classifiers.majority_voting_fusion summit.multiview_platform.multiview_classifiers.svm_jumbo_fusion summit.multiview_platform.multiview_classifiers.weighted_linear_early_fusion summit.multiview_platform.multiview_classifiers.weighted_linear_late_fusion summit.multiview_platform.utils.dataset

N

n_classes_ (CustomDecisionTreeGB attribute) n_features_ (CustomDecisionTreeGB attribute) (ScmBagging attribute)

n_features_in_ (CustomDecisionTreeGB attribute) n_outputs_ (CustomDecisionTreeGB attribute) nb_view (HDF5Dataset attribute)

P

param_names (SCM attribute) paramsToSet() (in module summit.multiview_platform.monoview_classifiers.scm) predict() (Adaboost method) (BayesianInferenceClassifier method) (CustomDecisionTreeGB method) (GradientBoosting method) (Lasso method) (MajorityVoting method) (WeightedLinearEarlyFusion method) (WeightedLinearLateFusion method)

R

RAMDataset (class in summit.multiview_platform.utils.dataset)

RandomForest (class in summit.multiview_platform.monoview_classifiers.random_forest) rm() (HDF5Dataset method)

S

SCM (class in summit.multiview_platform.monoview_classifiers.scm) ScmBagging (class in summit.multiview_platform.monoview_classifiers.random_scm) set_params() (ScmBagging method) (SVMJumboFusion method) (WeightedLinearEarlyFusion method) SGD (class in summit.multiview_platform.monoview_classifiers.sgd) summit.multiview_platform.monoview_classifiers module summit.multiview_platform.monoview_classifiers.adaboost module summit.multiview_platform.monoview_classifiers.decision_tree module summit.multiview_platform.monoview_classifiers.gradient_boosting module summit.multiview_platform.monoview_classifiers.imbalance_bagging module summit.multiview_platform.monoview_classifiers.knn module summit.multiview_platform.monoview_classifiers.lasso module summit.multiview_platform.monoview_classifiers.random_forest module summit.multiview_platform.monoview_classifiers.random_scm module summit.multiview_platform.monoview_classifiers.scm module summit.multiview_platform.monoview_classifiers.sgd module summit.multiview_platform.monoview_classifiers.svm_linear module summit.multiview_platform.monoview_classifiers.svm_poly module summit.multiview_platform.monoview_classifiers.svm_rbf module summit.multiview_platform.multiview_classifiers module summit.multiview_platform.multiview_classifiers.bayesian_inference_fusion module

summit.multiview_platform.multiview_classifiers.difficulty_fusion module summit.multiview_platform.multiview_classifiers.disagree_fusion module summit.multiview_platform.multiview_classifiers.double_fault_fusion module summit.multiview_platform.multiview_classifiers.early_fusion_adaboost module summit.multiview_platform.multiview_classifiers.early_fusion_decision_tree module summit.multiview_platform.multiview_classifiers.early_fusion_gradient_boosting module summit.multiview_platform.multiview_classifiers.early_fusion_lasso module summit.multiview_platform.multiview_classifiers.early_fusion_random_forest module summit.multiview_platform.multiview_classifiers.early_fusion_sgd module summit.multiview_platform.multiview_classifiers.early_fusion_svm_rbf module summit.multiview_platform.multiview_classifiers.entropy_fusion module summit.multiview_platform.multiview_classifiers.majority_voting_fusion module summit.multiview_platform.multiview_classifiers.svm_jumbo_fusion module summit.multiview_platform.multiview_classifiers.weighted_linear_early_fusion module summit.multiview_platform.multiview_classifiers.weighted_linear_late_fusion module summit.multiview_platform.utils.dataset module SVMJumboFusion (class in summit.multiview_platform.multiview_classifiers.svm_jumbo_fusion) SVMLinear (class in summit.multiview_platform.monoview_classifiers.svm_linear) SVMPoly (class in summit.multiview_platform.monoview_classifiers.svm_poly) SVMRBF (class in summit.multiview_platform.monoview_classifiers.svm_rbf)

T

to_numpy_array() (Dataset method) (HDF5Dataset method) (RAMDataset method)

transform_data_to_monoview() (WeightedLinearEarlyFusion method) tree_ (CustomDecisionTreeGB attribute)

V

view_dict (HDF5Dataset attribute)

VotingIndecision

W

WeightedLinearEarlyFusion (class in summit.multiview_platform.multiview_classifiers.weighted_linear_early_fusion)

WeightedLinearLateFusion (class in summit.multiview_platform.multiview_classifiers.weighted_linear_late_fusion) weird_strings (SCM attribute)