Integrate classifier diversity evaluation to feature selection based classifier ensemble reduction.
Gang YaoFei ChaoHualin ZengMinghui ShiMin JiangChangle ZhouPublished in: UKCI (2014)
Keyphrases
- classifier ensemble
- feature selection
- majority vote
- feature subset
- ensemble classifier
- classifier combination
- individual classifiers
- ensemble methods
- classification algorithm
- diversity measures
- named entity recognition
- machine learning
- base classifiers
- weighted majority voting
- classification models
- text categorization
- feature set
- classification accuracy
- k nearest neighbor
- multi class
- weight vector
- support vector
- text classification
- graphical models
- feature space
- bayesian networks
- training data
- feature extraction
- data sets