Best model: CFG_LTC_LONDON_V6/run_20260522_182456_v3

workspaces/CFG_LTC_LONDON_V6/runs/run_20260522_182456_v3/results/train_v3.log

@@ -14,3 +14,9 @@
   🏆 [ARGO2] ĐỈNH MỚI! Composite Score = 0.0528. Lưu model...
   ☁️ Đang PUSH run run_20260522_182456_v3 lên HF (Background)...
 [18:33:26] PUSH RUN: run_20260522_182456_v3 -> HF (new/changed files only)...
+[18:33:27] ✔️ Push run run_20260522_182456_v3 hoàn tất!
+[Epoch 4] Loss(MSE:0.0408/CE:0.8461) | LR=1.82e-05 | Val V3 Score [0.052] - Loss(MSE:0.0055/CE:0.5293) |   >=53%: WR=64.5% | Score=0.101 | N=152 (67B/85S Bal:0.79) | >=61%: WR=69.0% | Score=0.089 | N=126 (61B/65S Bal:0.94) | >=68%: WR=77.1% | Score=0.066 | N=83 (44B/39S Bal:0.89) | >=76%: WR=88.6% | Score=0.032 | N=35 (23B/12S Bal:0.52)
+[Epoch 5] Loss(MSE:0.0413/CE:0.8334) | LR=1.69e-05 | Val V3 Score [0.061] - Loss(MSE:0.0053/CE:0.5442) |   >=53%: WR=56.4% | Score=0.105 | N=181 (81B/100S Bal:0.81) | >=61%: WR=67.8% | Score=0.102 | N=146 (65B/81S Bal:0.80) | >=69%: WR=76.9% | Score=0.082 | N=104 (53B/51S Bal:0.96) | >=77%: WR=88.6% | Score=0.032 | N=35 (26B/9S Bal:0.35)
+  🏆 [ARGO2] ĐỈNH MỚI! Composite Score = 0.0612. Lưu model...
+  ☁️ Đang PUSH run run_20260522_182456_v3 lên HF (Background)...
+[18:35:00] PUSH RUN: run_20260522_182456_v3 -> HF (new/changed files only)...

workspaces/CFG_LTC_LONDON_V6/runs/run_20260522_182456_v3/results/training_metrics_v3.json

@@ -8,77 +8,77 @@
     "sessions": {
         "london": {
             "BEST_VLOSS": {
-                "epoch": 3,
-                "max_threshold": 0.74,
-                "composite_score": 0.052843439534087024,
-                "val_loss": 0.5663764149748206,
+                "epoch": 5,
+                "max_threshold": 0.77,
+                "composite_score": 0.06123672490578966,
+                "val_loss": 0.5495395496886432,
                 "threshold_metrics": [
                     {
                         "threshold": 0.53,
-                        "total_signals": 154,
-                        "win_rate": 0.6363636363636364,
+                        "total_signals": 181,
+                        "win_rate": 0.56353591160221,
                         "avg_win_return": 0.001,
                         "avg_loss_return": 0.001,
-                        "ev_score": 0.10071942446043164,
+                        "ev_score": 0.10483042137718397,
                         "sharpe_score": 0.0,
-                        "tus_score": 0.8181818181818181,
-                        "total_buy": 63,
-                        "total_sell": 91
+                        "tus_score": 0.8950276243093923,
+                        "total_buy": 81,
+                        "total_sell": 100
                     },
                     {
-                        "threshold": 0.6,
-                        "total_signals": 127,
-                        "win_rate": 0.6614173228346457,
+                        "threshold": 0.61,
+                        "total_signals": 146,
+                        "win_rate": 0.678082191780822,
                         "avg_win_return": 0.001,
                         "avg_loss_return": 0.001,
-                        "ev_score": 0.08633093525179857,
+                        "ev_score": 0.10174717368961975,
                         "sharpe_score": 0.0,
-                        "tus_score": 0.8503937007874016,
-                        "total_buy": 54,
-                        "total_sell": 73
+                        "tus_score": 0.8904109589041096,
+                        "total_buy": 65,
+                        "total_sell": 81
                     },
                     {
-                        "threshold": 0.67,
-                        "total_signals": 89,
-                        "win_rate": 0.797752808988764,
+                        "threshold": 0.69,
+                        "total_signals": 104,
+                        "win_rate": 0.7692307692307693,
                         "avg_win_return": 0.001,
                         "avg_loss_return": 0.001,
-                        "ev_score": 0.07297019527235354,
+                        "ev_score": 0.08221993833504625,
                         "sharpe_score": 0.0,
-                        "tus_score": 0.8539325842696629,
-                        "total_buy": 38,
+                        "tus_score": 0.9807692307692307,
+                        "total_buy": 53,
                         "total_sell": 51
                     },
                     {
-                        "threshold": 0.74,
-                        "total_signals": 30,
-                        "win_rate": 0.8,
+                        "threshold": 0.77,
+                        "total_signals": 35,
+                        "win_rate": 0.8857142857142857,
                         "avg_win_return": 0.001,
                         "avg_loss_return": 0.001,
-                        "ev_score": 0.024665981500513877,
+                        "ev_score": 0.03186022610483042,
                         "sharpe_score": 0.0,
-                        "tus_score": 0.8,
-                        "total_buy": 12,
-                        "total_sell": 18
+                        "tus_score": 0.5142857142857142,
+                        "total_buy": 26,
+                        "total_sell": 9
                     }
                 ],
                 "win_rates": [
-                    0.6363636363636364,
-                    0.6614173228346457,
-                    0.797752808988764,
-                    0.8
+                    0.56353591160221,
+                    0.678082191780822,
+                    0.7692307692307693,
+                    0.8857142857142857
                 ],
                 "thresholds": [
                     0.53,
-                    0.6,
-                    0.67,
-                    0.74
+                    0.61,
+                    0.69,
+                    0.77
                 ],
                 "totals": [
-                    154,
-                    127,
-                    89,
-                    30
+                    181,
+                    146,
+                    104,
+                    35
                 ]
             }
         }