96  🏗️ One Sided Selection

96.1 One Sided Selection

WIP

One Sided Selection was introduced by Kubat and Matwin (1997).

96.2 Pros and Cons

96.2.1 Pros

96.2.2 Cons

96.3 R Examples

96.4 Python Examples

Kubat, Miroslav, and Stan Matwin. 1997. “Addressing the Curse of Imbalanced Training Sets: One-Sided Selection.” Proceedings of the Fourteenth International Conference on Machine Learning (ICML) 97: 179–86.