ROC: Plots ROC Curve

In MattKelliher-Gibson/ModelEvalr: Tools for Evaluating and Comparing Models

Description

ROC plots a ROC curve for models with a binary dependent variable

Usage

ROC(model, data, response, ...)

## Default S3 method:
ROC(model, data, response = NULL, ...)

## S3 method for class 'gam'
ROC(model, data, response, ...)

## S3 method for class 'gbm'
ROC(model, data, response = NULL, trees, ...)

Arguments

model	a model object (e.g. gbm, gam)
data	data.frame of validation data
response	depenedent variable name
...	all other arugements

Value

ROC plot

Methods (by class)

• default: default method

• gam: gam objects from mgcv package

• gbm: gbm model objects from gbm package

MattKelliher-Gibson/ModelEvalr documentation built on May 7, 2019, 4:34 p.m.