A Hybrid Approach for Feature Selection Based on Correlation Feature Selection and Genetic Algorithm.
Pooja RaniRajneesh KumarAnurag JainPublished in: Int. J. Softw. Innov. (2022)
Keyphrases
- feature selection
- genetic algorithm
- text categorization
- text classification
- method for feature selection
- mutual information
- model selection
- selected features
- parameter optimization
- support vector
- multi class
- feature set
- feature selection and classification
- machine learning
- microarray data
- high dimensionality
- redundant features
- neural network
- multi objective
- artificial neural networks
- feature extraction
- objective function
- feature selection and classifier
- pointwise mutual information
- conditional mutual information
- data sets
- forward selection
- similarity measure
- informative features
- unsupervised learning
- small sample
- feature subset
- evolutionary algorithm
- fitness function
- dimensionality reduction