Neighbours on Line (NoL): An Approach to Balance Skewed Datasets

Abstract

… Data imbalance problem occurs when one class have significantly higher or lower instances in … 1]. Real-world datasets in many domains like medical, intrusion detection, fraud transactions … and over-sampling methods' utility in analysis of highly imbalanced data on osteoporosis …