Performance evaluation of evolutionary algorithms in classification of biomedical datasets.
Ajay Kumar TanwaniMuddassar FarooqPublished in: GECCO (Companion) (2009)
Keyphrases
- evolutionary algorithm
- uci repository
- benchmark datasets
- classification scheme
- multi objective
- support vector machine
- feature selection
- pattern recognition
- classification accuracy
- genetic algorithm
- multi objective optimization
- feature vectors
- support vector
- feature extraction
- uci machine learning repository
- classification systems
- simulated annealing
- text classification
- pattern classification
- machine learning
- differential evolution
- classification method
- classification algorithm
- benchmark data sets
- support vector machine svm
- optimization problems
- learning algorithm
- fitness function
- class labels
- optimization algorithm
- training samples
- classification models
- text mining
- supervised learning
- training dataset
- information extraction
- evolution strategy
- decision trees
- associative classifiers
- binary and multi class