Imbalanced Resampling using SMOTE with Boosting (SMOTEWB)


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Documentation for package ‘SMOTEWB’ version 1.2.0

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ADASYN Adaptive Synthetic Sampling
BLSMOTE Borderline Synthetic Minority Oversampling Technique
GSMOTE Geometric Synthetic Minority Oversamplnig Technique (GSMOTE)
ROS Random Oversampling (ROS)
ROSE Randomly Over Sampling Examples
RSLSMOTE Relocating safe-level SMOTE with minority outcast handling
RUS Random Undersampling (RUS)
RWO Random Walk Oversampling (SMOTE)
SLSMOTE Safe-level Synthetic Minority Oversampling Technique
SMOTE Synthetic Minority Oversampling Technique (SMOTE)
SMOTEWB SMOTE with boosting (SMOTEWB)