Principles for Evaluation of AI/ML Model Performance and Robustness.
Olivia M. BrownAndrew CurtisJustin A. GoodwinPublished in: CoRR (2021)
Keyphrases
- artificial intelligence
- formal model
- high level
- probabilistic model
- mathematical model
- conceptual model
- evaluation method
- metamodel
- probability distribution
- multiscale
- evaluation framework
- evaluation model
- grey relational analysis
- bayesian framework
- neural network model
- sensitivity analysis
- database
- experimental data
- statistical model
- theoretical framework
- computational model
- theoretical analysis
- maximum likelihood
- management system
- cost function
- objective function
- reinforcement learning
- similarity measure
- decision making