A histogram based fuzzy ensemble technique for feature selection.
Manosij GhoshRitam GuhaPawan Kumar SinghVikrant BhatejaRam SarkarPublished in: Evol. Intell. (2019)
Keyphrases
- feature selection
- ensemble learning
- feature selection algorithms
- fuzzy logic
- wrapper feature selection
- text categorization
- support vector
- fuzzy sets
- classification accuracy
- fuzzy rules
- fuzzy clustering
- mutual information
- feature set
- feature subset
- feature ranking
- ensemble feature selection
- information gain
- random forest
- high dimensionality
- ensemble classifier
- dimensionality reduction
- irrelevant features
- unsupervised feature selection
- fuzzy set theory
- classifier ensemble
- microarray data
- ensemble methods
- object tracking
- naive bayes
- image retrieval
- base classifiers
- random forests
- gene expression data
- text classification
- multi class
- pruning algorithm
- feature space
- ensemble classification
- method for feature selection
- training data
- image segmentation