Optimizing Classification Ensembles via a Genetic Algorithm for a Web-Based Educational System.
Behrouz Minaei-BidgoliGerd KortemeyerWilliam F. PunchPublished in: SSPR/SPR (2004)
Keyphrases
- genetic algorithm
- decision trees
- classification accuracy
- pattern recognition
- pattern classification
- support vector
- support vector machine svm
- support vector machine
- classification systems
- classification scheme
- automatic classification
- image classification
- classification method
- genetic programming
- text classification
- classification rules
- classification models
- generalization ability
- multiple classifier systems
- multi class
- preprocessing
- neural network
- high dimensional
- machine learning
- feature selection
- multimedia
- feature extraction
- objective function
- ensemble methods
- cost sensitive
- differential evolution
- feature vectors
- machine learning methods
- fuzzy logic
- unsupervised learning
- particle swarm optimization