Hybrid adapted fast correlation FCBF-support vector machine recursive feature elimination for feature selection.
Hayet DjellaliNacira Ghoualmi-ZineSouad GuessoumPublished in: Intell. Decis. Technol. (2020)
Keyphrases
- recursive feature elimination
- support vector machine
- feature selection
- svm rfe
- multi class
- cancer diagnosis
- gene selection
- feature selection algorithms
- support vector
- svm classifier
- support vector machine svm
- k nearest neighbor
- machine learning
- generalization ability
- terms of classification accuracy
- radial basis function
- feature ranking
- knn
- feature space
- multi layer perceptron
- kernel function
- microarray
- classification method
- data sets
- gene expression data
- small samples
- feature subset
- classification accuracy
- feature vectors
- method for feature selection
- selected features
- cancer classification
- high dimensionality
- support vectors
- hyperplane
- microarray data
- text classification
- training set
- training data
- data mining