Jiaming Yuan a5d7094a45
Update documents. (#6856)
* Add early stopping section to prediction doc.
* Remove best_ntree_limit.
* Better doxygen output.
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The documentation of xgboost is generated with recommonmark and sphinx.

You can build it locally by typing "make html" in this folder.

Checkout https://recommonmark.readthedocs.org for guide on how to write markdown with extensions used in this doc, such as math formulas and table of content.