Heterogeneous Defect Prediction Through Multiple Kernel Learning and Ensemble Learning.
Zhiqiang LiXiao-Yuan JingXiaoke ZhuHongyu ZhangPublished in: ICSME (2017)
Keyphrases
- ensemble learning
- multiple kernel learning
- feature selection
- generalization ability
- linear combination
- ensemble methods
- semi supervised learning
- kernel methods
- random forest
- unlabeled data
- learning problems
- base classifiers
- kernel function
- binary classification
- learning models
- multi task
- concept drift
- learning algorithm
- prediction accuracy
- machine learning
- text classification
- feature set
- supervised learning
- small number
- multi class
- data streams
- decision trees