Index

_

_set_estimator() (mafese.wrapper.mha.MultiMhaSelector method)

_set_metric() (mafese.wrapper.mha.MultiMhaSelector method) _set_optimizers() (mafese.wrapper.mha.MultiMhaSelector method)

C

check_bool() (in module mafese.utils.validator) check_float() (in module mafese.utils.validator) check_int() (in module mafese.utils.validator)

check_str() (in module mafese.utils.validator) check_tuple_float() (in module mafese.utils.validator) check_tuple_int() (in module mafese.utils.validator) chi2_func() (in module mafese.utils.correlation)

D

Data (class in mafese.utils.data_loader)

data (mafese.utils.mealpy_util.FeatureSelectionProblem attribute)

E

encode_label() (mafese.utils.data_loader.Data static method) estimator (mafese.utils.mealpy_util.FeatureSelectionProblem attribute) (mafese.wrapper.mha.MultiMhaSelector attribute) estimator_paras (mafese.wrapper.mha.MultiMhaSelector attribute)

evaluate() (mafese.selector.Selector method) (mafese.wrapper.mha.MultiMhaSelector method), [1] export_boxplot_figures() (mafese.wrapper.mha.MultiMhaSelector method), [1] export_convergence_figures() (mafese.wrapper.mha.MultiMhaSelector method), [1]

F

f_classification_func() (in module mafese.utils.correlation) f_regression_func() (in module mafese.utils.correlation) FeatureSelectionProblem (class in mafese.utils.mealpy_util) FilterSelector (class in mafese.filter) fit() (mafese.embedded.lasso.LassoSelector method) (mafese.embedded.tree.TreeSelector method) (mafese.filter.FilterSelector method) (mafese.selector.Selector method) (mafese.utils.encoder.LabelEncoder method) (mafese.wrapper.mha.MhaSelector method) (mafese.wrapper.mha.MultiMhaSelector method), [1] (mafese.wrapper.recursive.RecursiveSelector method) (mafese.wrapper.sequential.SequentialSelector method)

fit_sign (mafese.utils.mealpy_util.FeatureSelectionProblem attribute) fit_transform() (mafese.filter.FilterSelector method) (mafese.selector.Selector method) (mafese.utils.encoder.LabelEncoder method) (mafese.wrapper.mha.MhaSelector method) (mafese.wrapper.mha.MultiMhaSelector method), [1] fit_weights (mafese.utils.mealpy_util.FeatureSelectionProblem attribute)

G

get_best_information() (mafese.wrapper.mha.MhaSelector method) get_dataset() (in module mafese.utils.data_loader) get_general_estimator() (in module mafese.utils.estimator)

get_lasso_based_estimator() (in module mafese.utils.estimator) get_recursive_estimator() (in module mafese.utils.estimator) get_tree_based_estimator() (in module mafese.utils.estimator)

I

inverse_transform() (mafese.utils.encoder.LabelEncoder method) (mafese.utils.encoder.ObjectiveScaler method)

is_in_bound() (in module mafese.utils.validator) is_str_in_list() (in module mafese.utils.validator)

K

kendall_func() (in module mafese.utils.correlation)

L

LabelEncoder (class in mafese.utils.encoder) LassoSelector (class in mafese.embedded.lasso)

list_optimizer_paras (mafese.wrapper.mha.MultiMhaSelector attribute) list_optimizers (mafese.wrapper.mha.MultiMhaSelector attribute)

M

mafese.embedded.lasso module mafese.embedded.tree module mafese.filter module mafese.selector module mafese.utils.correlation module mafese.utils.data_loader module mafese.utils.encoder module mafese.utils.estimator module mafese.utils.mealpy_util module mafese.utils.transfer module mafese.utils.validator module mafese.wrapper.mha module

mafese.wrapper.recursive module mafese.wrapper.sequential module method_name (mafese.filter.FilterSelector attribute) metric_class (mafese.utils.mealpy_util.FeatureSelectionProblem attribute) MhaSelector (class in mafese.wrapper.mha) mode (mafese.wrapper.mha.MultiMhaSelector attribute) module mafese.embedded.lasso mafese.embedded.tree mafese.filter mafese.selector mafese.utils.correlation mafese.utils.data_loader mafese.utils.encoder mafese.utils.estimator mafese.utils.mealpy_util mafese.utils.transfer mafese.utils.validator mafese.wrapper.mha mafese.wrapper.recursive mafese.wrapper.sequential MultiMhaSelector (class in mafese.wrapper.mha)

N

n_features (mafese.filter.FilterSelector attribute)

n_workers (mafese.wrapper.mha.MultiMhaSelector attribute) name (mafese.selector.Selector attribute)

O

obj_func() (mafese.utils.mealpy_util.FeatureSelectionProblem method), [1] obj_name (mafese.utils.mealpy_util.FeatureSelectionProblem attribute) (mafese.wrapper.mha.MultiMhaSelector attribute)

obj_paras (mafese.utils.mealpy_util.FeatureSelectionProblem attribute) ObjectiveScaler (class in mafese.utils.encoder)

P

point_func() (in module mafese.utils.correlation)

R

RecursiveSelector (class in mafese.wrapper.recursive)

relief_f_func() (in module mafese.utils.correlation) relief_func() (in module mafese.utils.correlation)

S

scale() (mafese.utils.data_loader.Data static method) seed (mafese.wrapper.mha.MultiMhaSelector attribute) select_bests() (in module mafese.utils.correlation) Selector (class in mafese.selector) SequentialSelector (class in mafese.wrapper.sequential) set_train_test() (mafese.utils.data_loader.Data method) spearman_func() (in module mafese.utils.correlation) split_train_test() (mafese.utils.data_loader.Data method) sstf_01() (in module mafese.utils.transfer) sstf_02() (in module mafese.utils.transfer) sstf_03() (in module mafese.utils.transfer) sstf_04() (in module mafese.utils.transfer)

SUPPORT (mafese.embedded.lasso.LassoSelector attribute) (mafese.filter.FilterSelector attribute) (mafese.utils.data_loader.Data attribute) (mafese.wrapper.mha.MhaSelector attribute) (mafese.wrapper.mha.MultiMhaSelector attribute), [1] (mafese.wrapper.recursive.RecursiveSelector attribute) (mafese.wrapper.sequential.SequentialSelector attribute) SUPPORTED (mafese.embedded.tree.TreeSelector attribute) SUPPORTED_CLASSIFICATION_METRICS (mafese.selector.Selector attribute) SUPPORTED_ESTIMATORS (mafese.selector.Selector attribute) supported_methods (mafese.filter.FilterSelector attribute) SUPPORTED_PROBLEMS (mafese.selector.Selector attribute) SUPPORTED_REGRESSION_METRICS (mafese.selector.Selector attribute)

T

termination (mafese.wrapper.mha.MultiMhaSelector attribute) transform() (mafese.filter.FilterSelector method) (mafese.selector.Selector method) (mafese.utils.encoder.LabelEncoder method) (mafese.utils.encoder.ObjectiveScaler method) (mafese.wrapper.mha.MhaSelector method) (mafese.wrapper.mha.MultiMhaSelector method), [1]

TreeSelector (class in mafese.embedded.tree)

V

verbose (mafese.wrapper.mha.MultiMhaSelector attribute) vls_relief_f_func() (in module mafese.utils.correlation) vstf_01() (in module mafese.utils.transfer)

vstf_02() (in module mafese.utils.transfer) vstf_03() (in module mafese.utils.transfer) vstf_04() (in module mafese.utils.transfer)