Best model: CFG_LTC_LONDON_V6/run_20260522_182456_v3

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

@@ -9,3 +9,8 @@
   🏆 [ARGO2] ĐỈNH MỚI! Composite Score = 0.0396. Lưu model...
   ☁️ Đang PUSH run run_20260522_182456_v3 lên HF (Background)...
 [18:32:39] PUSH RUN: run_20260522_182456_v3 -> HF (new/changed files only)...
+[18:32:40] ✔️ Push run run_20260522_182456_v3 hoàn tất!
+[Epoch 3] Loss(MSE:0.0409/CE:0.8654) | LR=1.92e-05 | Val V3 Score [0.053] - Loss(MSE:0.0061/CE:0.5603) |   >=53%: WR=63.6% | Score=0.101 | N=154 (63B/91S Bal:0.69) | >=60%: WR=66.1% | Score=0.086 | N=127 (54B/73S Bal:0.74) | >=67%: WR=79.8% | Score=0.073 | N=89 (38B/51S Bal:0.75) | >=74%: WR=80.0% | Score=0.025 | N=30 (12B/18S Bal:0.67)
+  🏆 [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)...

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

@@ -8,77 +8,77 @@
     "sessions": {
         "london": {
             "BEST_VLOSS": {
-                "epoch": 2,
-                "max_threshold": 0.65,
-                "composite_score": 0.03956834532374101,
-                "val_loss": 0.583584546390241,
+                "epoch": 3,
+                "max_threshold": 0.74,
+                "composite_score": 0.052843439534087024,
+                "val_loss": 0.5663764149748206,
                 "threshold_metrics": [
                     {
                         "threshold": 0.53,
-                        "total_signals": 104,
-                        "win_rate": 0.7403846153846154,
+                        "total_signals": 154,
+                        "win_rate": 0.6363636363636364,
                         "avg_win_return": 0.001,
                         "avg_loss_return": 0.001,
-                        "ev_score": 0.07913669064748201,
+                        "ev_score": 0.10071942446043164,
                         "sharpe_score": 0.0,
-                        "tus_score": 0.8461538461538461,
-                        "total_buy": 44,
-                        "total_sell": 60
+                        "tus_score": 0.8181818181818181,
+                        "total_buy": 63,
+                        "total_sell": 91
                     },
                     {
-                        "threshold": 0.57,
-                        "total_signals": 77,
-                        "win_rate": 0.7922077922077922,
+                        "threshold": 0.6,
+                        "total_signals": 127,
+                        "win_rate": 0.6614173228346457,
                         "avg_win_return": 0.001,
                         "avg_loss_return": 0.001,
-                        "ev_score": 0.06269270298047276,
+                        "ev_score": 0.08633093525179857,
                         "sharpe_score": 0.0,
-                        "tus_score": 0.7012987012987013,
-                        "total_buy": 27,
-                        "total_sell": 50
+                        "tus_score": 0.8503937007874016,
+                        "total_buy": 54,
+                        "total_sell": 73
                     },
                     {
-                        "threshold": 0.61,
-                        "total_signals": 56,
-                        "win_rate": 0.8214285714285714,
+                        "threshold": 0.67,
+                        "total_signals": 89,
+                        "win_rate": 0.797752808988764,
                         "avg_win_return": 0.001,
                         "avg_loss_return": 0.001,
-                        "ev_score": 0.047276464542651594,
+                        "ev_score": 0.07297019527235354,
                         "sharpe_score": 0.0,
-                        "tus_score": 0.75,
-                        "total_buy": 21,
-                        "total_sell": 35
+                        "tus_score": 0.8539325842696629,
+                        "total_buy": 38,
+                        "total_sell": 51
                     },
                     {
-                        "threshold": 0.65,
-                        "total_signals": 33,
-                        "win_rate": 0.8484848484848485,
+                        "threshold": 0.74,
+                        "total_signals": 30,
+                        "win_rate": 0.8,
                         "avg_win_return": 0.001,
                         "avg_loss_return": 0.001,
-                        "ev_score": 0.02877697841726619,
+                        "ev_score": 0.024665981500513877,
                         "sharpe_score": 0.0,
-                        "tus_score": 0.7272727272727273,
+                        "tus_score": 0.8,
                         "total_buy": 12,
-                        "total_sell": 21
+                        "total_sell": 18
                     }
                 ],
                 "win_rates": [
-                    0.7403846153846154,
-                    0.7922077922077922,
-                    0.8214285714285714,
-                    0.8484848484848485
+                    0.6363636363636364,
+                    0.6614173228346457,
+                    0.797752808988764,
+                    0.8
                 ],
                 "thresholds": [
                     0.53,
-                    0.57,
-                    0.61,
-                    0.65
+                    0.6,
+                    0.67,
+                    0.74
                 ],
                 "totals": [
-                    104,
-                    77,
-                    56,
-                    33
+                    154,
+                    127,
+                    89,
+                    30
                 ]
             }
         }