A Skew-Sensitive Evaluation Framework for Imbalanced Data Classification

Min Du, Nesime Tatbul, Brian Rivers +7

Class distribution skews in imbalanced datasets may lead to models with prediction bias towards majority classes, making fair assessment of classifiers a challenging task. Metrics…