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Methods and principles of selecting a subset of attributes for use in further modelling

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What's a good F1-score in (not) extremely imbalanced dataset?

I would say you data in not imbalanced. 33:67 is not a bad ratio but Try using under sampling of majority class. As another option you can try difference algorithms like randomforest. You can also tr …
shahid hamdam's user avatar