Topic modeling-based prediction of software defects and root cause using BERTopic, and multioutput classifier

Advanced topic modeling and classification techniques are utilized to predict software defects and identify their underlying root causes. A unique topic modeling method, BERTopic⁴², is employed to extract root causes from software development…