Machine Learning in R (mlr)¶
OpenML is readily integrated with mlr through the R API.
library(OpenML) library(mlr) task = getOMLTask(10) lrn = makeLearner("classif.rpart") run = runTaskMlr(task, lrn) run.id = uploadOMLRun(run)
- Query and download OpenML datasets and use them however you like
- Build any mlr learner, run it on any task and save the experiment as run objects
- Upload your runs for collaboration or publishing
- Query, download and reuse all shared runs
For many more details and examples, see the R tutorial.