Shuichi Katsumata

Robust Cost Sensitive Support Vector Machine

In this paper we consider robust classifications and show equivalence between the regularized classifications. In general, robust classifications are used to create a classifier robust to data by taking into account the uncertainty of the data. Our result shows that regularized classifications inher…