Are there commands to interface with the "Regression Learner" App programatically?

I'm looking to run several regression analyses using the same "predictors", but relating to a different "response" each time. My approach would be to set the validation appraoch constant for all of these runs, train using the "all" option, select the resutl with the lowest RMSE and then export the model, and write the accuracy parameters.

Do programmatic commands exist to undertake these tasks?

Thanks!