Added ranges for alpha and lambda in docs (#8597)
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@ -121,10 +121,12 @@ Parameters for Tree Booster
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* ``lambda`` [default=1, alias: ``reg_lambda``]
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- L2 regularization term on weights. Increasing this value will make model more conservative.
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- range: [0, :math:`\infty`]
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* ``alpha`` [default=0, alias: ``reg_alpha``]
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- L1 regularization term on weights. Increasing this value will make model more conservative.
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- range: [0, :math:`\infty`]
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* ``tree_method`` string [default= ``auto``]
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