runSVMRFmodels_Biosigner {multiSight} | R Documentation

## MLmodels biosigner function

### Description

A model and selection features function from biosigner.

### Usage

    runSVMRFmodels_Biosigner(dataTrain)

### Arguments

`dataTrain` | Data train set to build classification models. Returned by splitDatatoTrainTest(). List of Omic blocks and Y class vector.

### Value

Models and features selected for each omic block in dataTrain.

### Examples

    data("omic2", package = "multiSight")
    splitData <- splitDatatoTrainTest(omic2, 0.8)
    data.train <- splitData$data.train
    data.test <- splitData$data.test

    #biosignerRes <- runSVMRFmodels_Biosigner(data.train)
    data("biosignerRes", package = "multiSight")
    biosignerModels <- biosignerRes$model #list of SVM/RF models for each omic.
    biosignerFeats <- biosignerRes$biosignature #selected features for each omic.

[Package multiSight version 1.2.0 Index]