Hello Guys,I am new to data Science . I am not able to implement Ensembling methods in R .Can Anyone share his Code ?
I have a request to Analytics Vidhya team share some blog where it is explained with codes .
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.
Here is exactly what you were asking for: