Mutual Information-Based Feature Selection and Ensemble Learning for Classification.
Chengming QiZhangbing ZhouQun WangLishuan HuPublished in: IIKI (2016)
Keyphrases
- ensemble learning
- feature selection
- generalization ability
- ensemble classifier
- ensemble feature selection
- classification accuracy
- weak learners
- support vector
- feature ranking
- graph classification
- software defect prediction
- feature extraction
- text classification
- feature space
- support vector machine
- feature set
- classification models
- feature selection algorithms
- machine learning
- random forest
- ensemble methods
- text categorization
- decision trees
- model selection
- classification algorithm
- support vector machine svm
- principal component analysis
- data sets
- decision stumps
- bayesian networks
- discriminative features
- image classification
- benchmark datasets
- nearest neighbor
- active learning
- concept drift
- base learners
- training set
- base classifiers
- change detection
- genetic algorithm