Agnostic Explanation of Model Change based on Feature Importance.
Maximilian MuschalikFabian FumagalliBarbara HammerEyke HüllermeierPublished in: Künstliche Intell. (2022)
Keyphrases
- probabilistic model
- formal model
- mathematical model
- computational model
- high level
- probability distribution
- small number
- test cases
- statistical model
- pairwise
- simulated annealing
- theoretical analysis
- learning environment
- theoretical framework
- objective function
- experimental data
- optimization method
- conceptual model
- genetic algorithm