Qualitative Model-Based Decision Tree Generation for Diagnosis in Real World Industrial Application.
Heiko MildeLothar HotzJörg KahlStephanie WesselPublished in: Künstliche Intell. (1999)
Keyphrases
- industrial applications
- real world
- decision trees
- industrial systems
- causal reasoning
- data sets
- systems engineering
- logistic regression
- wide range
- medical diagnosis
- machine learning algorithms
- case study
- quantitative and qualitative
- qualitative reasoning
- decision tree induction
- fault diagnosis
- naive bayes
- model based reasoning
- decision tree algorithm
- qualitative and quantitative
- random forest
- synthetic data
- machine learning
- classification trees
- diagnostic reasoning
- decision tree classifiers
- clinically relevant
- automatic diagnosis