Attribute Selection and Imbalanced Data: Problems in Software Defect Prediction

The data mining and machine learning community is often faced with two key problems: working with imbalanced data and selecting the best features for machine learning. This paper presents a process involving a feature selection technique for selecting the important attributes and a data sampling tec... View More