An Empirical Study on The Impact of The Interaction between Feature Selection and Sampling in Defect Prediction.
Shuyue FanChun LiuZheng LiPublished in: DSA (2020)
Keyphrases
- feature selection
- defect prediction
- feature selection algorithms
- stability of feature selection
- human computer interaction
- machine learning
- social dynamics
- multi class
- text classification
- imbalanced data
- random sampling
- dimensionality reduction
- feature set
- user interaction
- database systems
- feature extraction
- data mining
- artificial intelligence
- irrelevant features
- selected features
- monte carlo
- sample size
- training data
- mutual information
- support vector machine
- knn
- support vector