Design and comparison of different evolution strategies for feature selection and consolidation in music classification.
Igor VatolkinWolfgang M. TheimerGünter RudolphPublished in: IEEE Congress on Evolutionary Computation (2009)
Keyphrases
- feature selection
- evolution strategy
- classification accuracy
- machine learning
- text classification
- feature extraction
- classification models
- support vector
- high dimensionality
- feature set
- support vector machine
- text categorization
- classification performances
- design process
- classification method
- differential evolution
- multi objective
- evolutionary algorithm
- supervised learning
- multi class
- music genre classification
- method for feature selection
- feature ranking
- support vector machine svm
- model selection
- particle swarm optimization