Interpretability of Music Classification as a Criterion for Evolutionary Multi-objective Feature Selection.
Igor VatolkinGünter RudolphClaus WeihsPublished in: EvoMUSART (2015)
Keyphrases
- feature selection
- classification accuracy
- text classification
- class separability
- evolutionary multi objective
- feature set
- classification models
- support vector machine
- method for feature selection
- selection criterion
- support vector
- feature extraction
- decision trees
- mutual information
- irrelevant features
- feature space
- optimization algorithm
- discriminative features
- feature selection algorithms
- machine learning
- high dimensionality
- text categorization
- classification method
- support vector machine svm
- model selection
- classification performances
- supervised feature selection
- multi class
- feature ranking
- objective function