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Published 20 hours ago • verified publisher icon rvandewater

Add Sampling Options

Open rvandewater opened this issue 1 year ago • 0 comments

We want users to be able to specify a type of balanced sampling. So for specifying test and train set, we would have the same ratio of positive and negative cases (for binary classification).

Potential candidates for oversampling:

  • [ ] - Random oversampling
  • [ ] - Synthetic Minority Oversampling (SMOTE)
  • [ ] - Adaptive Synthetic (ADASYN)

rvandewater avatar Oct 21 '22 13:10 rvandewater