A Comparative Study of Medical Data Classification Methods Based on Decision Tree and Bagging Algorithms.
My Chau TuDongil ShinDongkyoo ShinPublished in: DASC (2009)
Keyphrases
- decision trees
- machine learning algorithms
- decision tree algorithms
- medical data
- benchmark datasets
- machine learning methods
- decision tree algorithm
- decision tree learning algorithms
- learning algorithm
- machine learning
- decision tree induction
- classification algorithm
- random forest
- classification models
- data mining techniques
- decision tree classifiers
- classification trees
- ensemble methods
- decision rules
- random forests
- majority voting
- ensemble classifier
- sampling methods
- naive bayes
- decision tree ensembles
- training set
- induction algorithms
- medical images
- statistical methods
- data mining methods
- classifier ensemble
- monitoring system
- class imbalance
- classification accuracy
- decision tree learning
- ensemble learning
- support vector
- classification rules