Stabilized Nearest Neighbor Classifier and Its Statistical Properties

Wei Sun, Xingye Qiao, Guang Cheng

The stability of statistical analysis is an important indicator for reproducibility, which is one main principle of scientific method. It entails that similar statistical conclusio…