Leukocyte Motility Models Assessed through Simulation and Multi-objective Optimization-Based Model Selection.
Mark N. ReadJacqueline BaileyJon TimmisTatyana ChtanovaPublished in: PLoS Comput. Biol. (2016)
Keyphrases
- model selection
- multi objective optimization
- cross validation
- multi objective
- model selection criteria
- bayesian learning
- evolutionary algorithm
- parameter estimation
- mixture model
- regression model
- sample size
- hyperparameters
- statistical inference
- parameter determination
- error estimation
- variable selection
- selection criterion
- bayesian methods
- information criterion
- multi objective optimization problems
- neural network
- automatic model selection
- simulation model
- probabilistic model
- feature selection
- nsga ii
- multi objective genetic algorithms
- machine learning
- prior knowledge
- hypothesis tests
- objective function