TUNED_SVM {FRESA.CAD}

Tuned SVM

Description

FRESA wrapper to fit grid-tuned e1071::svm object

Usage

	TUNED_SVM(formula = formula,
	          data=NULL,
	          gamma = 10^(-5:-1),
	          cost = 10^(-3:1),
	          ...
	          )

Arguments

formula

The base formula to extract the outcome

data

The data to be used for training the method

gamma

The vector of possible gamma values

cost

The vector of possible cost values

...

Parameters to be passed to the e1071::svm function

Value

fit

The e1071::svm fitted object

tuneSVM

The e1071::tune.svm object

Author(s)

Jose G. Tamez-Pena

See Also

e1071::svm