Ensembling Technique in R


#1

Hello Guys,
I am new to data Science . I am not able to implement Ensembling methods in R .
Can Anyone share his Code ?


#2

I have a request to Analytics Vidhya team share some blog where it is explained with codes .


#3

Hey @rahl

Firstly, you can use these resources for getting a good conceptual understanding of ensembling:

Now, coming to the implementation part in R. You can use a package that I created some time back named ensembleR: https://cran.r-project.org/web/packages/ensembleR/index.html

In short, you can simply create millions of unique ensembles within a single line of code using this package. This is the 1st release and the package is still under development. You can go through the reference manual ( https://cran.r-project.org/web/packages/ensembleR/ensembleR.pdf) and viggenete ( https://cran.r-project.org/web/packages/ensembleR/vignettes/Introduction_to_ensembleR.html) to get a good understanding of how this package works along with some examples.

Hope this helps. Feel free to shoot any questions regarding use of this package.


#4

Hi @rahl

Here is exactly what you were asking for: