Combining decision trees classifiers: a case study of automatic sleep stage scoring.
Natheer KhasawnehStefan ConradLuay FraiwanEyad TaqieddinBasheer KhasawnehPublished in: Int. J. Knowl. Eng. Data Min. (2012)
Keyphrases
- sleep stage
- decision trees
- naive bayes
- training data
- sleep apnea
- combining classifiers
- machine learning algorithms
- logistic regression
- decision tree induction
- decision tree classifiers
- multiple classifier systems
- random forest
- predictive accuracy
- training set
- decision tree algorithm
- induction algorithms
- classification accuracy
- machine learning
- classification models
- case study
- decision rules
- semi automatic
- high predictive accuracy
- ensemble methods
- nearest neighbour
- ensemble classifier
- bayesian classifier
- decision tree learning
- inductive learning
- classifier combination
- linear classifiers
- test bed
- classification method
- test set
- training samples
- support vector
- feature selection