Tianqi Chen 77fab79d83 Merge pull request #630 from sammthomson/docfix
grammar/style fixes for "Introduction to Boosted Trees" docs
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The document of xgboost is generated with recommonmark and sphinx.

You can build it locally by typing "make html" in this folder.
- clone https://github.com/tqchen/recommonmark to root
- type make html

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.