A New Evolutionary Ensemble Learning of Multimodal Feature Selection from Microarray Data.
Nadia NekouieMorteza RomooziMahdi EsmaeiliPublished in: Neural Process. Lett. (2023)
Keyphrases
- ensemble learning
- microarray data
- feature selection
- gene selection
- microarray classification
- text categorization
- gene expression data
- ensemble methods
- microarray
- random forest
- ensemble classifier
- microarray datasets
- feature set
- feature selection algorithms
- support vector
- generalization ability
- feature subset
- gene expression
- machine learning
- data sets
- support vector machine
- small number of samples
- microarray data analysis
- high dimensionality
- text classification
- knn
- classification accuracy
- feature extraction
- multi class
- base classifiers
- feature space
- selected features
- feature ranking
- neural network
- active learning
- dimensionality reduction
- fold cross validation
- pairwise
- high dimensional