================== ================================================================================================================================== ==================================================================================================================================
Subkey             Default                                                                                                                            Options                                                                                                                           
================== ================================================================================================================================== ==================================================================================================================================
Use                0.20                                                                                                                               Float                                                                                                                             
Method             RandomUnderSampling, RandomOverSampling, NearMiss, NeighbourhoodCleaningRule, ADASYN, BorderlineSMOTE, SMOTE, SMOTEENN, SMOTETomek RandomUnderSampling, RandomOverSampling, NearMiss, NeighbourhoodCleaningRule, ADASYN, BorderlineSMOTE, SMOTE, SMOTEENN, SMOTETomek
sampling_strategy  auto, majority, minority, not minority, not majority, all                                                                          auto, majority, not minority, not majority, all                                                                                   
n_neighbors        3, 12                                                                                                                              Two Integers: loc and scale                                                                                                       
k_neighbors        5, 15                                                                                                                              Two Integers: loc and scale                                                                                                       
threshold_cleaning 0.25, 0.5                                                                                                                          Two Floats: loc and scale                                                                                                         
================== ================================================================================================================================== ==================================================================================================================================