Shiny Contest Submission: Machine learning platform

shiny
1

Use more than 12 algorithms of machine learning on your own dataset
Train and predict event for binary / multi classification

With this web application, you can do the folowing task

  • Upload your own dataset:grinning:
  • Check data structure & data quality:grinning:![c1|690x354]
  • Process your data, full automatic:
  • Make some dataviz
  • Post processing data to select train / test / valid dataset for modelisation
  • Apply more than 12 alogithms: of Machine learning

c1 c2 c3 c4 c5 c6 c7 c8PNG

I use R and R shiny code to built this web app and the next packages:

  • Shiny: shiny,shinydashboard,shinyWidgets,DT
  • Dataviz: ggplot2, corrplot, plotly, plotROC, dygraphs, rpart.plot
  • Data management: data.table, dummies, xts
  • ML: rpart, randomforest, xgboost, earth, nnet, glmnet, e1071, MASS, class
  • Production: rsconnect

Link for application:

Enjoy!

David

2 Likes
4

It s ok, all is accessible.

David

5

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