Fix spelling in documents (#6948)
* Update roxygen2 doc. Co-authored-by: fis <jm.yuan@outlook.com>
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#########################
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Random Forests in XGBoost
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Random Forests(TM) in XGBoost
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#########################
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XGBoost is normally used to train gradient-boosted decision trees and other gradient
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boosted models. Random forests use the same model representation and inference, as
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boosted models. Random Forests use the same model representation and inference, as
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gradient-boosted decision trees, but a different training algorithm. One can use XGBoost
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to train a standalone random forest or use random forest as a base model for gradient
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boosting. Here we focus on training standalone random forest.
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