Nonlinear Monte Carlo Method for Imbalanced Data Learning

Xuli Shen, Qing Xu, Xiangyang Xue

For basic machine learning problems, expected error is used to evaluate model performance. Since the distribution of data is usually unknown, we can make simple hypothesis that the…