One Class Genetic-Based Feature Selection for Classification in Large Datasets.
Murad AlkubabjiMohammed AldashtSafa AdiPublished in: BDCA (2018)
Keyphrases
- feature selection
- feature selection algorithms
- classification accuracy
- feature extraction
- support vector machine
- machine learning
- text classification
- support vector
- uci repository
- classification models
- multi class
- feature set
- classification performances
- uci machine learning repository
- feature space
- accurate classification
- microarray datasets
- irrelevant features
- small sample
- discriminative features
- benchmark datasets
- model selection
- method for feature selection
- data sets
- feature selection and classification
- high dimensionality
- pattern recognition
- mutual information
- feature subset selection
- wrapper feature selection
- data pre processing
- unsupervised feature selection
- image classification
- classification method
- classification algorithm
- information gain
- unsupervised learning
- decision trees
- feature subset
- classification rate
- fold cross validation
- text categorization
- supervised learning
- semi supervised
- training set
- associative classifiers
- genetic algorithm
- machine learning algorithms
- support vector machine svm