https://github.com/Coorsaa/shinyMlr

shiny-mlr: Integration of the mlr package into shiny
https://github.com/Coorsaa/shinyMlr

data-analysis data-visualization machine-learning mlr r r-package shiny shiny-apps

Last synced: about 1 month ago
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shiny-mlr: Integration of the mlr package into shiny

• Host: GitHub
• URL: https://github.com/Coorsaa/shinyMlr
• Owner: Coorsaa
• License: other
• Created: 2016-08-23T12:50:10.000Z (almost 8 years ago)
• Default Branch: master
• Last Pushed: 2018-08-19T17:48:59.000Z (almost 6 years ago)
• Last Synced: 2024-05-02T05:57:18.528Z (2 months ago)
• Topics: data-analysis, data-visualization, machine-learning, mlr, r, r-package, shiny, shiny-apps
• Language: R
• Homepage:
• Size: 1.31 MB
• Stars: 92
• Watchers: 28
• Forks: 20
• Open Issues: 18
• Metadata Files:
  • Readme: README.md
  • License: LICENSE

Lists

• jimsghstars - Coorsaa/shinyMlr - shiny-mlr: Integration of the mlr package into shiny (R)

README

        
# shinyMlr: Integration of the mlr package into shiny

[![Build Status](https://travis-ci.org/mlr-org/shinyMlr.svg?branch=master)](https://travis-ci.org/mlr-org/shinyMlr)

[![CRAN Status Badge](http://www.r-pkg.org/badges/version/shinyMlr)](https://CRAN.R-project.org/package=shinyMlr)

[![CRAN Downloads](http://cranlogs.r-pkg.org/badges/shinyMlr)](https://cran.rstudio.com/web/packages/shinyMlr/index.html)

With help of this package [**mlr**](https://github.com/mlr-org/mlr#-machine-learning-in-r) 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

You can simply install the package from github:

```r

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

```

Starting shinyMlr:

```r

runShinyMlr()

```

## Problems with rJava on OSX Yosemite

If `rJava` fails to load, [**this link**](https://stackoverflow.com/questions/30738974/rjava-load-error-in-rstudio-r-after-upgrading-to-osx-yosemite) might be helpful!