This paper presents a new concept of building classification-type loss for regression sample based on conversion between regression and classification problems used in Support Vector Regression (SVR).

The application of conventional classification algorithm in imbalanced data classification processing has the problem of low classification accuracy for minority samples. Therefore, this study ...