TUNED_SVM: Tuned SVM

In FRESA.CAD: Feature Selection Algorithms for Computer Aided Diagnosis

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

FRESA.CAD documentation built on Nov. 25, 2023, 1:07 a.m.