[R] update predict docs (#8886)
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@@ -122,6 +122,10 @@ With \code{predinteraction = TRUE}, SHAP values of contributions of interaction
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are computed. Note that this operation might be rather expensive in terms of compute and memory.
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Since it quadratically depends on the number of features, it is recommended to perform selection
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of the most important features first. See below about the format of the returned results.
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The \code{predict()} method uses as many threads as defined in \code{xgb.Booster} object (all by default).
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If you want to change their number, then assign a new number to \code{nthread} using \code{\link{xgb.parameters<-}}.
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Note also that converting a matrix to \code{\link{xgb.DMatrix}} uses multiple threads too.
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}
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\examples{
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## binary classification:
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