Effectiveness of Local Feature Selection in Ensemble Learning for Prediction of Antimicrobial Resistance.
Seppo PuuronenMykola PechenizkiyAlexey TsymbalPublished in: CBMS (2008)
Keyphrases
- ensemble learning
- feature selection
- ensemble classifier
- ensemble methods
- prediction accuracy
- ensemble feature selection
- generalization ability
- software defect prediction
- random forest
- base classifiers
- concept drift
- prediction model
- model selection
- text categorization
- multi class
- weak learners
- training data
- machine learning
- unlabeled data
- feature set
- supervised learning
- pattern recognition
- support vector
- decision stumps