README.md

SEPM: Statistical Evaluation of Prediction Models

Project Status: Inactive – The project has reached a stable, usable
state but is no longer being actively developed; support/maintenance
will be provided as time
allows. R build
status

Overview

This R package allows to conduct statistical inference (hypotheses testing and construction of confidence/comparison regions) regarding the unknown performances of multiple (machine-learned) prediction models.

NOTE: This package is no longer maintained!

Installation

This package can be installed from GitHub with the following command

remotes::install_github("maxwestphal/SEPM")

Details

Several simulation studies and real data examples are described at https://maxwestphal.github.io/SEPM.PUB/.

The main goal of this package is to ensure that these numerical experiments can be reproduced.



maxwestphal/SEPM documentation built on April 12, 2024, 12:09 a.m.