Training ensemble of diverse classifiers on feature subsets.
Rahul GuptaKartik AudhkhasiShrikanth S. NarayananPublished in: ICASSP (2014)
Keyphrases
- feature subset
- final classification
- feature selection
- ensemble methods
- ensemble feature selection
- ensemble learning
- classifier ensemble
- feature ranking
- training set
- classification accuracy
- ensemble members
- feature subset selection
- feature set
- ensemble classifier
- classification models
- individual features
- svm classifier
- feature selection algorithms
- weak classifiers
- selection algorithm
- optimal subset of features
- selected features
- training data
- training samples
- training examples
- neural network
- genetic algorithm ga
- irrelevant features
- decision trees
- random forest
- trained classifiers
- feature space
- sequential forward selection
- support vector
- redundant features
- support vector machine
- supervised learning
- multi layer perceptron
- base classifiers
- prediction accuracy
- mutual information
- linear svm
- k nearest neighbor
- feature extraction
- nearest neighbor
- text classification
- knn
- text categorization
- naive bayes