Software Defect Prediction Using Feature Space Transformation.
Md. Habibur RahmanSadia SharminSheikh Muhammad SarwarMohammad ShoyaibPublished in: ICC 2016 (2016)
Keyphrases
- software defect prediction
- feature space
- ensemble learning
- imbalanced data
- feature vectors
- mean shift
- feature selection
- class imbalance
- high dimensionality
- kernel function
- sample selection bias
- training set
- feature ranking
- dimensionality reduction
- training samples
- input space
- data points
- hyperplane
- support vector machine
- artificial neural networks
- high dimensional
- neural network
- feature set
- principal component analysis
- classification accuracy
- feature extraction
- data sets
- low dimensional
- kernel matrix
- ensemble classifier