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