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 |