machine learning

Ensemble Learning in R with SuperLearner

Boost your machine learning results and discover ensembles in R with the SuperLearner package: learn about the Random Forest algorithm, bagging, and much more!

Did you ever want to build a machine learning ensemble, but did not know how to get started? This tutorial will help you on your way with SuperLearner. This R package provides you with an easy way to create machine learning ensembles with the use of high level functions by offering a standardized wrapper to fit an ensemble using popular R machine learing libraries such as glmnet, knn, randomForest and many more!

In this tutorial, you'll tackle the following topics: