From df9bb8cbb8dee523f614d44ef33f1f6f262fce2d Mon Sep 17 00:00:00 2001
From: 87owo <85057800+87owo@users.noreply.github.com>
Date: Thu, 7 May 2026 14:12:56 +0800
Subject: [PATCH] Add files via upload

---
 Engine/Properties/train_server.py | 6 +++---
 Engine/Properties/train_user.py   | 4 ++--
 2 files changed, 5 insertions(+), 5 deletions(-)

diff --git a/Engine/Properties/train_server.py b/Engine/Properties/train_server.py
index b38c75c..ffdbeb3 100644
--- a/Engine/Properties/train_server.py
+++ b/Engine/Properties/train_server.py
@@ -14,14 +14,14 @@ DB_PATH = "pe_features.db"
 MODEL_FILE = "model.txt"
 ONNX_FILE = "Pefile_General_S1.onnx"
 FEATURE_FILE = "features.json"
-TEST_SIZE = 0.1
+TEST_SIZE = 0.0001
 RANDOM_SEED = 42
 
 LGBM_PARAMS = {
     'objective': 'binary',
     'metric': ['binary_logloss', 'auc'],
     'boosting_type': 'gbdt',
-    'num_leaves': 512,
+    'num_leaves': 256,
     'learning_rate': 0.05,
     'feature_fraction': 0.8,
     'bagging_fraction': 0.8,
@@ -30,7 +30,7 @@ LGBM_PARAMS = {
     'seed': RANDOM_SEED,
     'n_jobs': -1,
     'max_depth': -1,
-    'min_data_in_leaf': 10,
+    'min_data_in_leaf': 20,
     'lambda_l1': 0.05,
     'lambda_l2': 0.05,
 }
diff --git a/Engine/Properties/train_user.py b/Engine/Properties/train_user.py
index c95de05..d3fad91 100644
--- a/Engine/Properties/train_user.py
+++ b/Engine/Properties/train_user.py
@@ -14,7 +14,7 @@ DB_PATH = "pe_features.db"
 MODEL_FILE = "model.txt"
 ONNX_FILE = "Pefile_General_T1.onnx"
 FEATURE_FILE = "features.json"
-TEST_SIZE = 0.1
+TEST_SIZE = 0.0001
 RANDOM_SEED = 42
 
 LGBM_PARAMS = {
@@ -30,7 +30,7 @@ LGBM_PARAMS = {
     'seed': RANDOM_SEED,
     'n_jobs': -1,
     'max_depth': -1,
-    'min_data_in_leaf': 10,
+    'min_data_in_leaf': 20,
     'lambda_l1': 0.05,
     'lambda_l2': 0.05,
 }