| 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.
|