PESAME: Predictive Effect Size Analysis in Multivariate Ensembles

The app provides non-parametric Mann Whitney tests functionality, coupled with adjustment for multiple comparisons, and predictive effect size estimation using ROC AUC.

Installation

You can install the released version of pesame from github with:

library(devtools)
devtools::install_github("alekseyenko/pesame")

Example

Run this as a shiny app

library(pesame)
pesame::run_app()

Run the app using Docker

On Mac run the following commands in the terminal to start the app and open the browser:

docker run -p 3838:3838 alekseyenko/pesame &
sleep 10
open http://0.0.0.0:3838

To stop the app when done run the following in the terminal

docker kill `docker ps | grep alekseyenko/pesame | cut -d' ' -f1`