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Update FAQ with model speed improvement tips
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README.md

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@@ -101,6 +101,7 @@ See the documentation for more information on available methods and parameters.
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## FAQ:
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**Question**: I am having issues with the speed of the model. What do I do?
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**Answer**: Some users have reported problems with the sampling speed. If, this is your case reduce either of these two hyper-parameters: `n_estimators` or `early_stopping_rounds`.
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