Handling Class-Imbalance with KNN (Neighbourhood) Under-Sampling for Software Defect Prediction.
Somya GoyalPublished in: Artif. Intell. Rev. (2022)
Keyphrases
- software defect prediction
- knn
- class imbalance
- k nearest neighbor
- feature selection
- class distribution
- nearest neighbor
- ensemble learning
- text categorization
- active learning
- imbalanced data
- feature ranking
- support vector machine svm
- cost sensitive
- distance function
- neural network
- binary classification
- high dimensionality
- classification algorithm
- sampling methods
- sample selection bias
- concept drift
- support vector machine
- cost sensitive learning
- text classification
- naive bayes
- multi class