Software Defect Prediction for High-Dimensional and Class-Imbalanced Data.
Kehan GaoTaghi M. KhoshgoftaarPublished in: SEKE (2011)
Keyphrases
- software defect prediction
- class imbalanced data
- high dimensional
- feature selection
- ensemble learning
- feature ranking
- class imbalance
- high dimensionality
- imbalanced data
- sample selection bias
- dimensionality reduction
- low dimensional
- feature space
- high dimensional data
- gene expression data
- nearest neighbor
- ensemble methods
- active learning
- feature set
- multi class
- data points
- classification accuracy
- pairwise
- machine learning