Class | Description |
---|---|
Resample |
Produces a random subsample of a dataset using either sampling with replacement or without replacement.
The original dataset must fit entirely in memory. |
SMOTE |
Resamples a dataset by applying the Synthetic
Minority Oversampling TEchnique (SMOTE).
|
SpreadSubsample |
Produces a random subsample of a dataset.
|
StratifiedRemoveFolds |
This filter takes a dataset and outputs a specified fold for cross validation.
|