Resampling strategies for regression

Luís Torgo, Paula Branco, Rita P. Ribeiro, Bernhard Pfahringer

Abstract: Several real world prediction problems involve forecasting rare values of a target variable. When this variable is nominal, we have a problem of class imbalance that was thoroughly studied within mac...