getROC: Calculates ROC Curve

In danielfm123/dftools: Data Science Tools

Description

Calculates the ROC curve

Usage

getROC(score, response, resolution = 1000)

Arguments

score	a numeric vector with the scores from the prodictive model
response	a boolean (TRUE or FALSE) vector with the real values from the dataset
resolution	maximum resolution for the table, maximum rows

Value

dataframe with the values of the ROC curve.

Examples

score = runif(1000)
response = (score + rnorm(1000,0,0.1)) > 0.5
ROC = getROC(score, response)
plot(ROC$false_positive,ROC$true_positive,type="l")

danielfm123/dftools documentation built on July 17, 2021, 1 p.m.