Index

_

__init__() (cefeste.elimination.FeatureElimination method), [1] (cefeste.FeatureAnalysis method), [1] (cefeste.selection.FeatureSelection method), [1] (cefeste.transform.Categorizer method), [1] (cefeste.transform.ColumnExtractor method), [1] (cefeste.transform.ColumnRenamer method), [1] (cefeste.transform.Dummitizer method), [1] (cefeste.transform.LogTransformer method), [1] (cefeste.transform.ManageOutlier method), [1] (elimination.FeatureElimination method), [1]

C

Categorizer (class in cefeste.transform), [1] cefeste module, [1] cefeste.elimination module, [1]

cefeste.selection module, [1] cefeste.transform module, [1] ColumnExtractor (class in cefeste.transform), [1] ColumnRenamer (class in cefeste.transform), [1]

D

Dummitizer (class in cefeste.transform), [1]

E

eda() (cefeste.elimination.FeatureElimination method), [1] (cefeste.FeatureAnalysis method), [1] (cefeste.selection.FeatureSelection method), [1] (elimination.FeatureElimination method), [1]

elimination module, [1] extract_features() (cefeste.elimination.FeatureElimination method), [1] (elimination.FeatureElimination method), [1]

F

FeatureAnalysis (class in cefeste), [1] FeatureElimination (class in cefeste.elimination), [1] (class in elimination), [1] FeatureSelection (class in cefeste.selection), [1] find_collinear_feature_optimized() (cefeste.selection.FeatureSelection method), [1] find_constant_features() (cefeste.selection.FeatureSelection method), [1] find_correlated_features() (cefeste.selection.FeatureSelection method), [1] find_high_topcat_features() (cefeste.selection.FeatureSelection method), [1] find_low_nvalues_features() (cefeste.selection.FeatureSelection method), [1] find_missing_features() (cefeste.selection.FeatureSelection method), [1] find_not_explanatory() (cefeste.selection.FeatureSelection method), [1] find_unstable_psi_features() (cefeste.selection.FeatureSelection method), [1]

fit() (cefeste.transform.Categorizer method), [1] (cefeste.transform.ColumnExtractor method), [1] (cefeste.transform.ColumnRenamer method), [1] (cefeste.transform.Dummitizer method), [1] (cefeste.transform.LogTransformer method), [1] (cefeste.transform.ManageOutlier method), [1] fit_transform() (cefeste.transform.Categorizer method), [1] (cefeste.transform.ColumnExtractor method), [1] (cefeste.transform.ColumnRenamer method), [1] (cefeste.transform.Dummitizer method), [1] (cefeste.transform.LogTransformer method), [1] (cefeste.transform.ManageOutlier method), [1]

G

get_db_filtered() (cefeste.elimination.FeatureElimination method), [1] (cefeste.selection.FeatureSelection method), [1] (elimination.FeatureElimination method), [1] get_params() (cefeste.elimination.FeatureElimination method), [1] (cefeste.FeatureAnalysis method), [1] (cefeste.selection.FeatureSelection method), [1] (cefeste.transform.Dummitizer method), [1] (cefeste.transform.LogTransformer method), [1] (cefeste.transform.ManageOutlier method), [1] (elimination.FeatureElimination method), [1]

get_X_original() (cefeste.elimination.FeatureElimination method), [1] (cefeste.selection.FeatureSelection method), [1] (elimination.FeatureElimination method), [1] get_X_reduced() (cefeste.elimination.FeatureElimination method), [1] (cefeste.selection.FeatureSelection method), [1] (elimination.FeatureElimination method), [1]

L

LogTransformer (class in cefeste.transform), [1]

M

make_funnel() (cefeste.selection.FeatureSelection method), [1] make_report() (cefeste.elimination.FeatureElimination method), [1] (cefeste.selection.FeatureSelection method), [1] (elimination.FeatureElimination method), [1] ManageOutlier (class in cefeste.transform), [1]

module cefeste, [1] cefeste.elimination, [1] cefeste.selection, [1] cefeste.transform, [1] elimination, [1]

P

plot_report() (cefeste.elimination.FeatureElimination method), [1] (elimination.FeatureElimination method), [1]

R

run() (cefeste.selection.FeatureSelection method), [1]

S

set_params() (cefeste.elimination.FeatureElimination method), [1] (cefeste.FeatureAnalysis method), [1] (cefeste.selection.FeatureSelection method), [1] (cefeste.transform.Dummitizer method), [1] (cefeste.transform.LogTransformer method), [1] (cefeste.transform.ManageOutlier method), [1], [2] (elimination.FeatureElimination method), [1]

T

transform() (cefeste.transform.Categorizer method), [1] (cefeste.transform.ColumnExtractor method), [1] (cefeste.transform.ColumnRenamer method), [1] (cefeste.transform.Dummitizer method), [1] (cefeste.transform.LogTransformer method), [1] (cefeste.transform.ManageOutlier method), [1]