A Survey of Methods for Explaining Black Box Models.
Riccardo GuidottiAnna MonrealeSalvatore RuggieriFranco TuriniFosca GiannottiDino PedreschiPublished in: ACM Comput. Surv. (2019)
Keyphrases
- black box
- hybrid systems
- significant improvement
- statistical models
- predictive power
- mathematical models
- machine learning methods
- black boxes
- statistical methods
- process model
- test cases
- linear regression
- machine learning algorithms
- classification models
- probabilistic model
- bayesian networks
- artificial intelligence
- database