calc_mean_roc: Calculate the mean ROC curve from a list of predictors and...

In mattdneal/FAIMSToolkit: Tools to aid in the analysis of FAIMS data

Description

Calculate the mean ROC curve from a list of predictors and targets

Usage

calc_mean_roc(predictions_list, targets_list, points,
  fixed_axis = c("specificity", "sensitivity"), boot_index = NULL,
  return_folds = FALSE)

Arguments

predictions_list	list of predictors
targets_list	list of targets
points	points to calculate the ROC curves at
fixed_axis	whether points fixes sensitivity or specificity
boot_index	list of bootstrap indices for each fold. Generated automatically if NULL
return_folds	if TRUE, return the ROC curve and AUC for each fold as well as the mean

Value

list containing mean ROC curve and AUC

mattdneal/FAIMSToolkit documentation built on May 21, 2019, 12:57 p.m.