Machine Learning in R (mlr)¶
OpenML is readily integrated with mlr through the R API.
Example
library(OpenML)
library(mlr)
task = getOMLTask(10)
lrn = makeLearner("classif.rpart")
run = runTaskMlr(task, lrn)
run.id = uploadOMLRun(run)
Key features:
- 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.