/predictR

friendly UI to create linear models

Primary LanguageR

predictR

A friendly shiny app UI to help you create linear models on your data

How to use

If you want a demo before cloning/forking the repo, go to

https://gabrielcrepeault.shinyapps.io/predictR/

If you want to test it locally, you can also use the following function :

shiny::runGitHub('predictR', 'gabrielcrepeault', subdir = 'app')

What it can do

  • Data analysis : helps you visualize (plot, table, R summary() output) your data before creating your linear model.

  • Linear regression : You can compare metrics on two models at the same time :

  • General linear models : Write your R glm() formula while getting couple of useful metrics on the current model :

What it can't do

  • Lasso
  • Ridge
  • Cross-Validation
  • Box-Cox
  • Deal with large datasets (it's suggested to stay under 300Mb, the app constantly updates the results)