Ensemble Methods for Prediction of Parkinson Disease.
Sami M. HalawaniAmir AhmadPublished in: IDEAL (2012)
Keyphrases
- ensemble methods
- prediction accuracy
- ensemble learning
- random forests
- generalization ability
- benchmark datasets
- base classifiers
- random forest
- decision trees
- ensemble classifier
- drifting concepts
- majority voting
- machine learning methods
- machine learning
- base learners
- classifier ensemble
- ensemble feature selection
- bootstrap sampling
- feature set
- pairwise
- multiple models
- individual classifiers
- bias variance analysis
- decision tree ensembles