A Quantitative Evaluation of Global, Rule-Based Explanations of Post-Hoc, Model Agnostic Methods.
Giulia ViloneLuca LongoPublished in: Frontiers Artif. Intell. (2021)
Keyphrases
- quantitative evaluation
- computational model
- statistical model
- statistical models
- probability distribution
- experimental data
- high level
- qualitative and quantitative
- knowledge base
- decision trees
- objective function
- post hoc
- qualitative evaluation
- data sets
- learning models
- linear regression
- statistical methods
- mathematical model
- benchmark datasets
- probabilistic model
- expert systems
- data analysis