PSO for feature construction and binary classification.
Bing XueMengjie ZhangYan DaiWill N. BrownePublished in: GECCO (2013)
Keyphrases
- feature construction
- binary classification
- multi class
- learning problems
- cost sensitive
- support vector
- genetic programming
- machine learning
- concept learning
- supervised learning
- generalization error
- support vector machine
- data representation
- fitness function
- multi label
- feature selection
- prediction accuracy
- decision trees
- rule learning
- ensemble methods
- dimension reduction
- upper bound
- class imbalance
- machine learning algorithms
- training data
- genetic algorithm ga
- cross validation
- active learning