Unifying Defect Prediction, Categorization, and Repair by Multi-Task Deep Learning.

Chao Ni Kaiwen Yang Yan Zhu Xiang Chen Xiaohu Yang

Published in: ASE (2023)

Keyphrases

deep learning
multi task
defect prediction
multi task learning
learning tasks
feature selection

software repositories
unsupervised learning
text categorization
machine learning
multi class
transfer learning

learning problems
information gain
mental models
image representation
maximum likelihood
learning experience

multi label
principal component analysis
k means
reinforcement learning
training data
real world