A comparative study of six model complexity metrics to search for parsimonious models with GAparsimony R Package.
Francisco Javier Martínez de PisónJavier Ferreiro-CabelloEsteban Fraile-GarciaAlpha V. Pernía-EspinozaPublished in: Neurocomputing (2021)
Keyphrases
- probabilistic model
- experimental data
- hybrid model
- linear model
- nonlinear models
- statistical models
- statistical model
- high level
- modeling framework
- model construction
- predictive model
- linear models
- formal model
- process model
- prior knowledge
- probability distribution
- accurate models
- prediction model
- simulation model
- parameter estimation
- neural network model
- model validation
- decision trees
- hierarchical model
- stochastic model
- objective function
- search algorithm
- search space
- computational models
- finite state machines
- autoregressive
- mathematical model
- graphical models
- monte carlo simulation
- mathematical models
- metamodel