Best model: CFG_LTC_LONDON_V6/run_20260522_182456_v3

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

@@ -49,3 +49,8 @@
   🏆 [ARGO2] ĐỈNH MỚI! Composite Score = 0.0747. Lưu model...
   ☁️ Đang PUSH run run_20260522_182456_v3 lên HF (Background)...
 [18:45:16] PUSH RUN: run_20260522_182456_v3 -> HF (new/changed files only)...
+[18:45:18] ✔️ Push run run_20260522_182456_v3 hoàn tất!
+[Epoch 19] Loss(MSE:0.0430/CE:0.7883) | LR=1.95e-05 | Val V3 Score [0.075] - Loss(MSE:0.0031/CE:0.5271) |   >=53%: WR=51.5% | Score=0.103 | N=194 (78B/116S Bal:0.67) | >=61%: WR=62.9% | Score=0.108 | N=167 (69B/98S Bal:0.70) | >=69%: WR=75.2% | Score=0.100 | N=129 (64B/65S Bal:0.98) | >=77%: WR=88.6% | Score=0.040 | N=44 (34B/10S Bal:0.29)
+  🏆 [ARGO2] ĐỈNH MỚI! Composite Score = 0.0749. Lưu model...
+  ☁️ Đang PUSH run run_20260522_182456_v3 lên HF (Background)...
+[18:46:04] 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": 18,
-                "max_threshold": 0.76,
-                "composite_score": 0.07468311065433368,
-                "val_loss": 0.5366849607794825,
+                "epoch": 19,
+                "max_threshold": 0.77,
+                "composite_score": 0.0748544021925317,
+                "val_loss": 0.5302388374750342,
                 "threshold_metrics": [
                     {
                         "threshold": 0.53,
-                        "total_signals": 195,
-                        "win_rate": 0.5025641025641026,
+                        "total_signals": 194,
+                        "win_rate": 0.5154639175257731,
                         "avg_win_return": 0.001,
                         "avg_loss_return": 0.001,
-                        "ev_score": 0.10071942446043165,
+                        "ev_score": 0.1027749229188078,
                         "sharpe_score": 0.0,
-                        "tus_score": 0.7897435897435897,
-                        "total_buy": 77,
-                        "total_sell": 118
+                        "tus_score": 0.8041237113402062,
+                        "total_buy": 78,
+                        "total_sell": 116
                     },
                     {
-                        "threshold": 0.6067,
-                        "total_signals": 164,
-                        "win_rate": 0.6524390243902439,
+                        "threshold": 0.61,
+                        "total_signals": 167,
+                        "win_rate": 0.6287425149700598,
                         "avg_win_return": 0.001,
                         "avg_loss_return": 0.001,
-                        "ev_score": 0.10996916752312437,
+                        "ev_score": 0.1079136690647482,
                         "sharpe_score": 0.0,
-                        "tus_score": 0.8170731707317074,
-                        "total_buy": 67,
-                        "total_sell": 97
+                        "tus_score": 0.8263473053892215,
+                        "total_buy": 69,
+                        "total_sell": 98
                     },
                     {
-                        "threshold": 0.6833,
-                        "total_signals": 134,
-                        "win_rate": 0.7164179104477612,
+                        "threshold": 0.69,
+                        "total_signals": 129,
+                        "win_rate": 0.751937984496124,
                         "avg_win_return": 0.001,
                         "avg_loss_return": 0.001,
-                        "ev_score": 0.09866392600205551,
+                        "ev_score": 0.09969167523124359,
                         "sharpe_score": 0.0,
-                        "tus_score": 0.9701492537313433,
-                        "total_buy": 65,
-                        "total_sell": 69
+                        "tus_score": 0.9922480620155039,
+                        "total_buy": 64,
+                        "total_sell": 65
                     },
                     {
-                        "threshold": 0.76,
-                        "total_signals": 45,
-                        "win_rate": 0.8888888888888888,
+                        "threshold": 0.77,
+                        "total_signals": 44,
+                        "win_rate": 0.8863636363636364,
                         "avg_win_return": 0.001,
                         "avg_loss_return": 0.001,
-                        "ev_score": 0.041109969167523124,
+                        "ev_score": 0.040082219938335044,
                         "sharpe_score": 0.0,
-                        "tus_score": 0.3555555555555555,
-                        "total_buy": 37,
-                        "total_sell": 8
+                        "tus_score": 0.4545454545454546,
+                        "total_buy": 34,
+                        "total_sell": 10
                     }
                 ],
                 "win_rates": [
-                    0.5025641025641026,
-                    0.6524390243902439,
-                    0.7164179104477612,
-                    0.8888888888888888
+                    0.5154639175257731,
+                    0.6287425149700598,
+                    0.751937984496124,
+                    0.8863636363636364
                 ],
                 "thresholds": [
                     0.53,
-                    0.6067,
-                    0.6833,
-                    0.76
+                    0.61,
+                    0.69,
+                    0.77
                 ],
                 "totals": [
-                    195,
-                    164,
-                    134,
-                    45
+                    194,
+                    167,
+                    129,
+                    44
                 ]
             }
         }