A Hybrid Approach for Feature Selection Based on Genetic Algorithm and Recursive Feature Elimination.
Pooja RaniRajneesh KumarAnurag JainSunil Kumar ChawlaPublished in: Int. J. Inf. Syst. Model. Des. (2021)
Keyphrases
- recursive feature elimination
- feature selection
- genetic algorithm
- svm rfe
- support vector machine
- cancer diagnosis
- feature selection algorithms
- gene selection
- terms of classification accuracy
- feature ranking
- support vector
- fitness function
- multi class
- machine learning
- evolutionary algorithm
- feature subset
- feature set
- method for feature selection
- classification accuracy
- microarray data
- text classification
- text categorization
- genetic algorithm ga
- small samples
- selected features
- microarray datasets
- neural network
- simulated annealing
- data sets
- feature space
- artificial neural networks
- fold cross validation
- feature vectors
- genetic programming
- benchmark datasets
- gene expression data
- high dimensionality
- optimization method