README.md

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

PredictionComparison

Introduction

An R package for comparing patient level predictive models developed using PatientLevelPrediction.

Features

• Takes two or more PatientLevelPrediction models and calculates various performance metric comparisons
• Plots the comparisons
• Can interact with models using a shiny app - TO be developed
• Contains a set of existing risk models to use as benchmarks for model development

Technology

PredictionComparison is an R package.

System Requirements

Requires R (version 3.3.0 or higher).

Dependencies

• PatientLevelPrediction

Getting Started

1. In R, use the following commands to download and install PatientLevelPrediction:

r install.packages("drat") drat::addRepo("OHDSI") install.packages("PatientLevelPrediction") install.packages("devtools") devtools::install_github("OHDSI/PredictionComparison")

Getting Involved

• Vignette: Comparing PatientlevelPrediction models
• Developer questions/comments/feedback: OHDSI Forum
• We use the GitHub issue tracker for all bugs/issues/enhancements

License

PredictionComparison is licensed under Apache License 2.0

Development

PredictionComparison is being developed in R Studio.

Beta

Acknowledgements

• This project is supported in part through the National Science Foundation grant IIS 1251151.

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