Rustem Salimov

Minimax Modifications of Linear Discriminant Analysis for Classification with Rare Classes

2020

We consider the problem of classification for imbalanced samples with rare classes. A common problem for machine learning methods in such setting is that a rare class would have extremely high classification error compared to …