A Differential Evolution Approach to Feature Selection and Instance Selection.
Jiaheng WangBing XueXiaoying GaoMengjie ZhangPublished in: PRICAI (2016)
Keyphrases
- differential evolution
- instance selection
- feature selection
- feature and instance selection
- evolutionary algorithm
- text classification
- nearest neighbor
- optimization algorithm
- differential evolution algorithm
- particle swarm optimization
- data reduction
- classification accuracy
- multiple instance learning
- optimization method
- genetic algorithm
- semi supervised learning
- multi class
- supervised learning
- parameter optimization
- evaluation criteria
- global optimization problems
- knowledge discovery and data mining
- support vector machine
- concept drift
- neural network
- feature selection algorithms
- feature set
- multi objective
- unsupervised learning
- co training
- dimensionality reduction
- semi supervised
- training data
- machine learning