Software Defect Prediction based on Bayesian Optimization Random Forest.
Yingyan ShenShaojie HuSiqi CaiMincheng ChenPublished in: DSA (2022)
Keyphrases
- random forest
- software defect prediction
- ensemble learning
- imbalanced data
- feature ranking
- random forests
- decision trees
- ensemble methods
- fold cross validation
- feature set
- optimization algorithm
- multi label
- base classifiers
- optimization method
- bayesian networks
- machine learning
- cost sensitive
- data sets
- image processing
- genetic algorithm
- neural network