ImbalancedClasses

An exploration of techniques to deal with unbalanced classes in classification problems.

Four notebooks are provided here:

1. General considerations - set up toy data, run some classifers to get a baseline
2. Class weight adjustment
3. Resampling: SMOTE and majority class downsampling
4. Blagging