Exploring the Impact of Balanced and Imbalanced Learning in Source Code Suggestion

Yasir Hussain, Zhiqiu Huang, Yu Zhou, Izhar Ahmed Khan

Abstract: Studies have confirmed the robust performance of machine learning classifiers for various source code modeling tasks. In general, machine learning approaches are incapable of handling imbalanced da...