Interpretability and accuracy trade-off in the modeling of belief rule-based systems.
Yaqian YouJianbin SunYu GuoYuejin TanJiang JiangPublished in: Knowl. Based Syst. (2022)
Keyphrases
- rule based systems
- trade off
- rule base
- prediction accuracy
- formal models
- security systems
- rule based expert systems
- high accuracy
- bias variance
- expert systems
- classification accuracy
- knowledge representation
- backward chaining
- procedural semantics
- belief functions
- knowledge engineering
- fuzzy logic
- high dimensional
- knowledge base
- computer vision
- real world