A new approach for binary feature selection and combining classifiers.
Asai AsaithambiVentzeslav ValevAdam KrzyzakVesna ZeljkovicPublished in: HPCS (2014)
Keyphrases
- combining classifiers
- feature selection
- naive bayes
- classifier combination
- text categorization
- combining multiple
- base classifiers
- multiple classifiers
- decision trees
- text classification
- classification accuracy
- feature set
- multi class
- majority voting
- machine learning
- classification algorithm
- combination of multiple classifiers
- feature space
- ensemble methods
- ensemble learning
- cost sensitive
- feature subset
- individual classifiers
- feature extraction
- preprocessing step
- classifier ensemble
- text mining
- knn