Verifying Clinical Criteria for Parkinsonian Disorders with CART Decision Trees.
Petra PovalejGregor StiglicPeter KokolBruno StiglicIrene LitvanDusan FlisarPublished in: KES (2004)
Keyphrases
- decision trees
- classification and regression trees
- predictive accuracy
- decision tree algorithm
- decision tree induction
- clinical practice
- gini index
- rule induction
- random forests
- random forest
- evaluation criteria
- clinically relevant
- data mining methods
- model checking
- machine learning algorithms
- naive bayes
- neurological disorders
- clinical data
- classification rules
- logistic regression
- selection criteria
- multiple criteria
- patient groups
- medical treatment
- multivariate decision trees
- clinical setting
- clinical guidelines
- medical domain
- magnetic resonance imaging
- decision makers
- association rules