Nearest Neighbor Classification based on Imbalanced Data: A Statistical Approach

Anvit Garg, Anil K. Ghosh, Soham Sarkar

When the competing classes in a classification problem are not of comparable size, many popular classifiers exhibit a bias towards larger classes, and the nearest neighbor classifi…