Performance Analysis of Resampling Techniques on Class Imbalance Issue in Software Defect Prediction

Abstract

… used to solve the binary classification problems such as Sentiment Analysis [12, 13, 14, 15], Rainfall Prediction [16, 17], and DoS attack detection [18, 19]. The supervised machine learning techniques uses preclassified data (training data) in order to train the classifier. During …