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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