A Hybrid Feature Selection Based on Fisher score and SVM-RFE for Microarray Data.
Hind HamlaKhadoudja GhanemPublished in: Informatica (Slovenia) (2024)
Keyphrases
- microarray data
- svm rfe
- feature selection
- recursive feature elimination
- gene selection
- microarray classification
- cancer classification
- microarray datasets
- feature selection algorithms
- text categorization
- gene expression data
- method for feature selection
- microarray
- text classification
- feature space
- classification accuracy
- dimensionality reduction
- support vector machine
- multi class
- feature set
- microarray data analysis
- feature subset selection
- model selection
- machine learning
- data sets
- naive bayes
- classification models
- gene sets
- high dimensionality
- cluster analysis
- small number of samples
- decision trees
- feature subset
- selected features
- fold cross validation
- feature ranking
- data preprocessing
- knn
- feature extraction
- unsupervised learning