Combining classifiers in error correcting output coding.
Nobuhiko YamaguchiNaohiro IshiiPublished in: Systems and Computers in Japan (2004)
Keyphrases
- combining classifiers
- error correcting output coding
- base classifiers
- multi class
- web page prediction
- multiclass classification
- naive bayes
- classifier combination
- ensemble methods
- decision trees
- combining multiple
- training set
- random forest
- multiple classifiers
- test data
- multi class classification
- ensemble learning
- text classification
- class labels
- prediction accuracy
- individual classifiers
- conditional random fields
- majority voting
- training samples
- cost sensitive
- ensemble classifier
- class distribution
- data sets
- pattern recognition
- binary classification
- classifier ensemble
- feature set
- random forests
- support vector machine
- feature space