SVM_MODEL: k-fold cross validation of SVM

In dengkuistat/WaveICA: WaveICA

Description

Cross validation of SVM model.

Usage

SVM_MODEL(X,
          Y,
          kernel="radial",
          kfold=5,
          seed=1234)

Arguments

data	Sample-by-matrix metabolomics data.
Y	group of the samples.
kernel	kernel function, the default is radial.
kfold	Specify the fold of the cross validation, the default is 5-fold cross validation.
seed	seed to repeat the process.

Value

A list containing the AUC value of predictive values.

Author(s)

Kui deng [e-mail]

dengkuistat/WaveICA documentation built on Nov. 6, 2021, 6:21 p.m.