Explanatory Model Monitoring to Understand the Effects of Feature Shifts on Performance.
Thomas DeckerAlexander KoeblerMichael LebacherIngo ThonVolker TrespFlorian BuettnerPublished in: KDD (2024)
Keyphrases
- probabilistic model
- real time
- formal model
- objective function
- prior knowledge
- management system
- monitoring system
- linear model
- database
- network model
- prediction model
- simulation model
- conceptual model
- hierarchical structure
- statistical model
- process model
- theoretical framework
- computational model
- probability distribution
- cost function
- high level
- knowledge base
- machine learning
- data mining