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 badger::badge_devel(color="blue") r badger::badge_cran_release(color="orange") r badger::badge_github_actions(action="R-CMD-check")


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NOTE: This package is no longer maintained!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.