Classifying G-protein coupled receptors with bagging classification tree.
Ying HuangJun CaiLiang JiYanda LiPublished in: Comput. Biol. Chem. (2004)
Keyphrases
- classification trees
- decision trees
- random forests
- training set
- ensemble methods
- logistic regression
- random forest
- final classification
- training data
- regression trees
- ensemble learning
- class distribution
- base classifiers
- ensemble classifier
- inductive learning
- classification and regression trees
- machine learning
- classification models
- data sets
- prediction accuracy
- decision rules
- generalization error
- naive bayes
- knowledge representation
- active learning
- expert systems
- learning algorithm