AutoSklearn2Regressor

[kaiserdan]

Any plans on adding an AutoSklearn2Regressor based on the latest paper?

[mfeurer]

Thanks for checking back @kaiserdan. We don't actively pursue this as it's really hard to find datasets to train the policy selector on. The last time I looked on OpenML to find regression datasets I could only find ~130 useful ones (useful in the sense of coming from different sources and not being 10k QSAR datasets). Once this situation improves we can start working on an Auto-sklearn 2 classifier.

[kaiserdan]

Hey @mfeurer ! What do you think about the regression datasets that are part of the Penn Machine Learning Benchmarks PMLB ?

[mfeurer]

Didn't check them yet, I'm opening this issue again.