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

Source:`R/evaluate.R`

`LOOAUC_simple_multiple_noplot_one_df.Rd`

Perform Leave-one-out CV with Logistic Regression.

## 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 samples as in

`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.