A deeper insight into random forest regression
Let’s try out a little toy example to see how all the regression methods integrated in mlr behave on a schoolbook example. Luckily this can be done with just a few lines of code - but let’s narrow it done to those which support uncertainty estimation. Let’s generate a list with all mlr-learners fitting the criteria.
Let’s generate some easy data:
Now we can already create all the graphs:
Hu? It looks like we shamelessly copied the code from the last blog-post. How easy!