Using Individual Feature Evaluation to Start Feature Subset Selection Methods for Classification.
Antonio Arauzo-AzofraJosé Molina-BaenaAlfonso Jiménez-VílchezMaría Luque-RodriguezPublished in: ICAART (2) (2017)
Keyphrases
- feature subset selection
- feature subset
- classification method
- benchmark datasets
- feature vectors
- machine learning methods
- pattern classification
- classification accuracy
- feature selection
- feature ranking
- support vector
- decision trees
- classification models
- feature set
- image classification
- genetic algorithm
- feature selection algorithms
- text classification
- ensemble methods
- decision rules
- machine learning algorithms
- support vector machine svm
- training samples
- model selection
- neural network
- recognition rate
- support vector machine
- training set
- feature space
- feature extraction
- data mining