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I've been testing the new Dask features released in XGBoost 1.3.0 recently. Thanks so much for all the hard work!

I was trying to use early stopping and couldn't figure out what the expectation was for passing validation sets. This PR proposes adding a small section on evaluation + early stopping to the Dask tutorial. I think it might help people who are trying to figure this out, and it brings some attention to this new feature.

Thanks for your time and consideration.

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Thanks for improving the doc! Looks good to me overall. I fixed a small typo and added a line for obtaining the best model.

@trivialfis trivialfis merged commit 1e2c3ad into dmlc:master Dec 15, 2020
@jameslamb jameslamb deleted the docs/dask-early-stopping branch June 1, 2021 04:14
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