From ce5b642d3ebab56fa46e39bb8693df8fc286481a Mon Sep 17 00:00:00 2001
From: 87owo <85057800+87owo@users.noreply.github.com>
Date: Fri, 10 Apr 2026 15:50:15 +0800
Subject: [PATCH] Add files via upload

---
 Engine/Properties/train_user.py | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/Engine/Properties/train_user.py b/Engine/Properties/train_user.py
index 46f6f4f..9a46d44 100644
--- a/Engine/Properties/train_user.py
+++ b/Engine/Properties/train_user.py
@@ -114,7 +114,7 @@ def train_process(X, y):
     n_neg = (y_train == 0).sum()
     
     base_weight = n_neg / n_pos if n_pos > 0 else 1.0
-    weight_ratio_target = 0.01
+    weight_ratio_target = 0.001
     final_pos_weight = base_weight * weight_ratio_target
     
     print(f"[*] Balance Report: Safe={n_neg}, Malware={n_pos}")