Aggressive Sampling for Multi-class to Binary Reduction with Applications to Text Classification

Bikash Joshi, Massih-Reza Amini, Ioannis Partalas +2

We address the problem of multi-class classification in the case where the number of classes is very large. We propose a double sampling strategy on top of a multi-class to binary…