Covered Information Disentanglement: Model Transparency via Unbiased Permutation Importance.
João P. B. PereiraErik S. G. StroesAeilko H. ZwindermanEvgeni LevinPublished in: AAAI (2022)
Keyphrases
- prior knowledge
- partial information
- mathematical model
- final result
- probabilistic model
- experimental data
- information processing
- computational model
- reasoning process
- formal model
- expert knowledge
- neural network
- contextual information
- higher level
- high level
- conceptual model
- genetic algorithm
- knowledge base
- website
- simulation model
- cost function
- neural network model
- temporal information
- theoretical analysis
- scheduling problem
- spatial information
- statistical model
- management system
- theoretical framework
- information sources