A Preliminary Investigation of Overfitting in Evolutionary Driven Model Induction: Implications for Financial Modelling.
Clíodhna TuiteAlexandros AgapitosMichael O'NeillAnthony BrabazonPublished in: EvoApplications (2) (2011)
Keyphrases
- mathematical model
- computational model
- probabilistic model
- decision trees
- high level
- cost function
- data driven
- process model
- level set
- modelling language
- formal model
- simulation model
- neural network model
- evolutionary computation
- experimental data
- data sets
- prior knowledge
- objective function
- case study
- decision making
- machine learning