Combination of over- and under-sampling
SMOTEENN/SMOTETomek
Last updated
SMOTEENN/SMOTETomek
Last updated
Inputs
*Target Data
Data input
*Sampler
Name of the user-defined sampler module
*Predict Output
Name of the re-sampled data
*x (numeric)
Columns (features) to be re-sampled by the sampler, with respect to their labels y.
One or more columns should be selected
*y
Column containing labels of the features x.
Only one column should be selected
SMOTEENN: https://imbalanced-learn.readthedocs.io/en/stable/generated/imblearn.combine.SMOTEENN.html
SMOTETomek: https://imbalanced-learn.readthedocs.io/en/stable/generated/imblearn.combine.SMOTETomek.html