From dbc5c9b82dd12581fc9842088e8605e560df583f Mon Sep 17 00:00:00 2001 From: Far0n Date: Sat, 5 Sep 2015 12:36:42 +0200 Subject: [PATCH] alpha & lambda for gbtree alpha & lambda descriptions to "Parameters for Tree Booster" added (issue #466) --- doc/parameter.md | 4 ++++ 1 file changed, 4 insertions(+) diff --git a/doc/parameter.md b/doc/parameter.md index 228b11780..8d05b9b6c 100644 --- a/doc/parameter.md +++ b/doc/parameter.md @@ -46,6 +46,10 @@ Parameters for Tree Booster * colsample_bytree [default=1] - subsample ratio of columns when constructing each tree. - range: (0,1] +* lambda [default=0] + - L2 regularization term on weights +* alpha [default=0] + - L1 regularization term on weights Parameters for Linear Booster -----------------------------