MLTEing Models: Negotiating, Evaluating, and Documenting Model and System Qualities.
Katherine R. MaffeyKyle DotterrerJennifer NiemannIain CruickshankGrace A. LewisChristian KästnerPublished in: CoRR (2023)
Keyphrases
- probabilistic model
- experimental data
- monte carlo simulation
- prior knowledge
- autoregressive
- prediction model
- neural network model
- modeling method
- predictive model
- metamodel
- formal model
- statistical model
- model construction
- statistical models
- analytical model
- bayesian framework
- computational model
- hybrid model
- bayesian networks
- random fields
- mathematical models
- model fitting
- accurate models
- learned models
- multiple models
- neural network
- parametric models
- mathematical model
- process model
- theoretical framework
- regression model
- management system
- probability distribution
- machine learning