MAD: A Real World Application of Qualitative Model-Based Decision Tree Generation for Diagnosis.
Heiko MildeLothar HotzJörg KahlBernd NeumannStephanie WesselPublished in: IEA/AIE (1999)
Keyphrases
- decision trees
- causal reasoning
- quantitative and qualitative
- fault diagnosis
- naive bayes
- decision tree learning
- logistic regression
- machine learning
- model based diagnosis
- qualitative reasoning
- fault detection
- model based reasoning
- qualitative simulation
- decision tree induction
- generation process
- data driven
- random forest
- predictive accuracy
- machine learning algorithms
- dynamic systems
- feature construction
- multi class
- attribute selection
- classification rules
- diagnostic tests