LOOAUC_simple_multiple_noplot_one_df {TBSignatureProfiler} | R Documentation

## Perform Leave-one-out CV with Logistic Regression.

### Description

Perform Leave-one-out CV with Logistic Regression.

### Usage

    LOOAUC_simple_multiple_noplot_one_df(df, targetVec)

### Arguments

`df` | a `data.frame` of gene expression count data. Required.
`targetVec` | a binary vector of the response variable. Should be the same number of rows as `df`. Required.

### Value

A list of length 3 with elements

`auc` | The AUC from the LOOCV procedure.
`byClass` | A vector containing the sensitivity, specificity, positive predictive value, negative predictive value, precision, recall, F1, prevalence, detection rate, detection prevalence and balanced accuracy.
`prob` | A vector of the test prediction probabilities.

[Package TBSignatureProfiler version 1.4.11 Index]