Extra Recipes Steps for Dealing with Unbalanced Data
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Documentation for package ‘themis’ version 1.0.2
Help Pages
| adasyn | Adaptive Synthetic Algorithm |
| bsmote | borderline-SMOTE Algorithm |
| circle_example | Synthetic Dataset With a Circle |
| nearmiss | Remove Points Near Other Classes |
| smote | SMOTE Algorithm |
| smotenc | SMOTENC Algorithm |
| step_adasyn | Apply Adaptive Synthetic Algorithm |
| step_bsmote | Apply borderline-SMOTE Algorithm |
| step_downsample | Down-Sample a Data Set Based on a Factor Variable |
| step_nearmiss | Remove Points Near Other Classes |
| step_rose | Apply ROSE Algorithm |
| step_smote | Apply SMOTE Algorithm |
| step_smotenc | Apply SMOTENC algorithm |
| step_tomek | Remove Tomek’s Links |
| step_upsample | Up-Sample a Data Set Based on a Factor Variable |
| tidy.recipe | Tidy the Result of a Recipe |
| tidy.step_adasyn | Tidy the Result of a Recipe |
| tidy.step_bsmote | Tidy the Result of a Recipe |
| tidy.step_downsample | Tidy the Result of a Recipe |
| tidy.step_nearmiss | Tidy the Result of a Recipe |
| tidy.step_rose | Tidy the Result of a Recipe |
| tidy.step_smote | Tidy the Result of a Recipe |
| tidy.step_smotenc | Tidy the Result of a Recipe |
| tidy.step_tomek | Tidy the Result of a Recipe |
| tidy.step_upsample | Tidy the Result of a Recipe |
| tomek | Remove Tomek's links |