From 598f6eefd8234d36c81984183c5ffe8f15451fd2 Mon Sep 17 00:00:00 2001 From: liaozhaorun <1300336796@qq.com> Date: Sun, 5 Apr 2026 18:34:14 +0800 Subject: [PATCH] =?UTF-8?q?chore(experiment):=20=E6=B3=A8=E9=87=8A?= =?UTF-8?q?=E6=8E=89=20regression=20=E5=AE=9E=E9=AA=8C=E8=84=9A=E6=9C=AC?= =?UTF-8?q?=E4=B8=AD=E7=9A=84=20max=5Fbin=20=E5=8F=82=E6=95=B0?= MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit --- src/experiment/regression.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/src/experiment/regression.py b/src/experiment/regression.py index 02534f6..4bc56e5 100644 --- a/src/experiment/regression.py +++ b/src/experiment/regression.py @@ -104,7 +104,7 @@ MODEL_PARAMS = { # ==================== 正则化 ==================== "reg_alpha": 1.0, # 【修改】L1正则增加,强行把一些无用特征的权重压到0 "reg_lambda": 5.0, # 【修改】L2正则大幅增加(从1到5),惩罚过大的叶子节点输出权重 - "max_bin": 127, # 【新增】默认255,降低到127相当于对连续特征做了一次粗颗粒度的分箱,也是极好的正则化手段 + # "max_bin": 127, # 【新增】默认255,降低到127相当于对连续特征做了一次粗颗粒度的分箱,也是极好的正则化手段 # ==================== 杂项 ==================== "verbose": -1, "random_state": 42,