Comparative Study on Defect Prediction Algorithms of Supervised Learning Software Based on Imbalanced Classification Data Sets.
Jianxin GeJiaomin LiuWenyuan LiuPublished in: SNPD (2018)
Keyphrases
- supervised machine learning
- comparative study
- supervised learning
- data sets
- supervised learning tasks
- training data
- learning algorithm
- training set
- data mining
- machine learning
- semi supervised learning
- supervised classification
- feature selection algorithms
- data streams
- classification algorithm
- class labels
- benchmark datasets
- unsupervised learning
- software development
- multi class
- semi supervised
- labeled data
- computer systems
- text classification
- source code
- multi agent