diff --git a/doc/parameter.rst b/doc/parameter.rst index 361847501..6232884e8 100644 --- a/doc/parameter.rst +++ b/doc/parameter.rst @@ -121,10 +121,12 @@ Parameters for Tree Booster * ``lambda`` [default=1, alias: ``reg_lambda``] - L2 regularization term on weights. Increasing this value will make model more conservative. + - range: [0, :math:`\infty`] * ``alpha`` [default=0, alias: ``reg_alpha``] - L1 regularization term on weights. Increasing this value will make model more conservative. + - range: [0, :math:`\infty`] * ``tree_method`` string [default= ``auto``]