plotMultipleRoc: Plot a ROC plot for multiple models

In OHDSI/PredictionComparison: Package for comparing patient level predictions developed using OHDSI's PatientLevelPreidiction package

Description

This function plots multiple ROC plots for comparison

Usage

plotMultipleRoc(runPlpList, names, type = "test", grid = T, ncol = 2)

Arguments

runPlpList	An object of class 'runPlp' or list of object of class 'runPlp' returned by implementing runPlp() or the output when implementing an existing model
names	A string or vector of model names corresponding to the runPlpList
type	A strng or vector of evaluation types (train/test/validation) to filter for each runPlp
grid	Whether to plot each model seperately using a grid or overlay the plots (grid=F)
ncol	The number of columns for the grid

Details

Users need to input a list of trained models (the output of runPlp()) or the output of running an existing model

Value

A plot is returned with the ROC plots for each model

OHDSI/PredictionComparison documentation built on July 14, 2020, 6:16 p.m.