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CNORfuzzy (version 1.14.0)

getRefinedModel: Refinement of Parameters of cFL model

Description

Performs refinement of cFL model parameters

Usage

getRefinedModel(res,CNOlist,cutModel, cutSimList, refParams)

Arguments

res
Optimum returned by gaDiscreteT1
CNOlist
a CNOlist on which the score is based (based on valueSignals[[2]], i.e. data at T1)
cutModel
Model (with unnesssary edges cut in reduceFuzzy or interpretDiscreteGA
cutSimList
Fields for simulation based on cutModel (again, cut with reduceFuzzy or interpretDiscreteGA)
refParams
parameter list object as returned by defaultParametersFuzzy.

Value

refModel
A refined model
finalSet
Set of final fuzzy parameter
MSE
The MSE value

Details

After the discreteGA chooses transfer functions from a discrete set of transfer functions and removing interactions inconsistent with the data, this function 'refines' the parameters by using optim to go to the local minimum of error to data

See Also

gaDiscreteT1, reduceFuzzy, interpretDiscreteGA