Performance metrics for intervention-triggering prediction models do not reflect an expected reduction in outcomes from using the model.
Alejandro SchulerAashish BhardwajVincent X. LiuPublished in: CoRR (2020)
Keyphrases
- prediction model
- probabilistic model
- generic model
- models built
- statistical model
- experimental data
- management system
- predictive model
- classification models
- prior knowledge
- accurate models
- autoregressive
- hybrid model
- decision trees
- neural network model
- metamodel
- analytical models
- monte carlo simulation
- statistical models
- forecasting model
- parameter estimation
- computational model
- modeling framework
- stochastic model
- goodness of fit
- prediction accuracy
- multiple models
- modelling language
- quality prediction
- analytical model
- gaussian processes
- process model
- conceptual model
- statistical methods
- simulation model
- linear regression