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R + Shiny + randomForest with base graphics and ggplot2

By Matthew Leonawicz (reblogged from SNAP Tech)

Some time ago I began work on a Shiny web app for nonparametric regression and classification (“supervised learning”, “machine learning”, insert other magical thinking-inducing jargon and buzzwords of your choice), specifically, showcasing the use of the Random Forest recursive partitioning algorithm in R from the RandomForestpackage. The app is…

Images from Random Forest Shiny app

By Matthew Leonawicz (reblogged from SNAP Tech)

Here are some screenshots of a random forest app I’ve been developing in R using the shiny and RandomForest packages. The app allows the user to conveniently run a random forest recursive partitioning algorithm from a web GUI on a provided example dataset for the purpose of showcasing the use of random forest in Rand a variety of graphical and…

R + Shiny + randomForest with base graphics and ggplot2

Some time ago I began work on a Shiny web app for nonparametric regression and classification (“supervised learning”, “machine learning”, insert other magical thinking-inducing jargon and buzzwords of your choice), specifically, showcasing the use of the Random Forest recursive partitioning algorithm in R from the RandomForestpackage. The app is still under development and needs some work but is…