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shinymlr's Introduction

shinyMlr: Integration of the mlr package into shiny

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With help of this package mlr can be accessed via a shiny interface.

This project has started last year and contains now mlr's major functionalities:

  • Data import
  • Data exploration and preprocessing
  • Creating regression or classification tasks
  • Making use of any mlr learner
  • Tuning of learner hyper parameters
  • Training and predicting a model
  • Benchmark experiments with different learners and measures
  • Many visualisations

Installation and starting shinyMlr

Windows

We're unfortunately facing a bug which throws an error when trying to install the package on windows machines. However, you can start shinyMlr directly via github:

shiny::runGitHub('mlr-org/shinyMlr', 'YourGithubAcountName')

Mac and Linux

You can simply install the package from github:

devtools::install_github("mlr-org/shinyMlr/package")

Starting shinyMlr:

runShinyMlr()

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