A Model-Free Feature Selection Technique of Feature Screening and Random Forest-Based Recursive Feature Elimination.
Siwei XiaYuehan YangPublished in: Int. J. Intell. Syst. (2023)
Keyphrases
- random forest
- model free
- feature ranking
- feature set
- recursive feature elimination
- feature selection
- feature selection algorithms
- reinforcement learning
- cancer classification
- cancer diagnosis
- fold cross validation
- selected features
- decision trees
- function approximation
- classification accuracy
- feature vectors
- feature subset
- support vector machine
- microarray datasets
- ensemble learning
- ensemble methods
- model selection
- text categorization
- gene selection
- feature space
- machine learning
- base classifiers
- multi label
- feature extraction
- classification models
- high dimensionality
- k nearest neighbor
- text classification
- class labels
- kernel function
- dimensionality reduction
- multi class
- active learning
- support vector
- neural network