The package implements different data-driven method for unbalanced datasets


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Documentation for package ‘unbalanced’ version 1.1

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unbalanced-package Techniques for unbalanced dataset
ubBalance balance
ubCNN Condensed Nearest Neighbor
ubENN Edited Nearest Neighbor
ubIonosphere Ionosphere dataset
ubNCL Neighborhood Cleaning Rule
ubOSS One Side Selection
ubOver Over-sampling
ubSMOTE SMOTE
ubSmoteExs ubSmoteExs
ubTomek Tomek Link
ubUnder Under-sampling
unbalanced Techniques for unbalanced dataset