Beyond Prediction Similarity: ShapGAP for Evaluating Faithful Surrogate Models in XAI.
Ettore MariottiAdarsa SivaprasadJose Maria Alonso-MoralPublished in: xAI (1) (2023)
Keyphrases
- similarity measure
- prediction accuracy
- prediction model
- information systems
- similarity metrics
- structural similarity
- distance function
- high prediction accuracy
- databases
- similarity retrieval
- similarity measurement
- similarity metric
- similarity function
- probabilistic model
- computational complexity
- data structure
- image segmentation
- real world