A comparative study of software defect binomial classification prediction models based on machine learning.
Hongwei TaoXiaoxu NiuLang XuLianyou FuQiaoling CaoHaoran ChenSongtao ShangYang XianPublished in: Softw. Qual. J. (2024)
Keyphrases
- machine learning
- machine learning algorithms
- machine learning methods
- model selection
- pattern recognition
- software defect
- decision trees
- support vector machine svm
- support vector machine
- classification models
- feature selection
- supervised learning
- prediction accuracy
- prediction model
- text classification
- learning algorithm
- benchmark datasets
- learning models
- classification accuracy
- feature vectors
- feature extraction
- linear regression
- data mining
- learning tasks
- classification algorithm
- dimensionality reduction
- text mining
- multi class
- feature space