Deprecate reg:linear' in favor of reg:squarederror'. (#4267)
* Deprecate `reg:linear' in favor of `reg:squarederror'. * Replace the use of `reg:linear'. * Replace the use of `silent`.
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@@ -42,7 +42,7 @@
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#' \itemize{
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#' \item \code{objective} specify the learning task and the corresponding learning objective, users can pass a self-defined function to it. The default objective options are below:
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#' \itemize{
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#' \item \code{reg:linear} linear regression (Default).
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#' \item \code{reg:squarederror} Regression with squared loss (Default).
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#' \item \code{reg:logistic} logistic regression.
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#' \item \code{binary:logistic} logistic regression for binary classification. Output probability.
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#' \item \code{binary:logitraw} logistic regression for binary classification, output score before logistic transformation.
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