A Novel Feature Selection Approach based on Binary Particle Swarm Optimization and Ensemble Learning for Heterogeneous Defect Prediction.
Ruchika MalhotraAnmol BudhirajaAbhinav Kumar SinghIshani GhoshalPublished in: APIT (2021)
Keyphrases
- ensemble learning
- binary particle swarm optimization
- feature selection
- defect prediction
- ensemble feature selection
- generalization ability
- global optimization
- ensemble classifier
- routing problem
- particle swarm optimization
- particle swarm
- ensemble methods
- software repositories
- text categorization
- random forest
- feature set
- text classification
- fitness function
- base classifiers
- classification accuracy
- feature space
- support vector
- support vector machine
- feature extraction
- software projects
- optimization algorithm
- neural network
- multi class
- pairwise
- face recognition
- decision trees
- data mining