SwatCS: Combining simple classifiers with estimated accuracy.
Sam ClarkRich WicentwoskiPublished in: SemEval@NAACL-HLT (2013)
Keyphrases
- high accuracy
- multiple classifier systems
- test set
- improving classification accuracy
- training set
- individual classifiers
- support vector
- computational cost
- ensemble pruning
- highest accuracy
- combining classifiers
- estimated parameters
- prediction accuracy
- classification accuracy
- accuracy rate
- predictive accuracy
- machine learning algorithms
- supervised classification
- estimation error
- support vector machine classifier
- decision stumps
- ensemble methods
- sufficiently accurate