Best model: CFG_LTC_LONDON_V6/run_20260522_182456_v3

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

@@ -59,3 +59,13 @@
   🏆 [ARGO2] ĐỈNH MỚI! Composite Score = 0.0803. Lưu model...
   ☁️ Đang PUSH run run_20260522_182456_v3 lên HF (Background)...
 [18:46:51] PUSH RUN: run_20260522_182456_v3 -> HF (new/changed files only)...
+[18:47:00] ✔️ Push run run_20260522_182456_v3 hoàn tất!
+[Epoch 21] Loss(MSE:0.0425/CE:0.7842) | LR=1.87e-05 | Val V3 Score [0.072] - Loss(MSE:0.0029/CE:0.4973) |   >=53%: WR=57.5% | Score=0.107 | N=181 (66B/115S Bal:0.57) | >=61%: WR=66.9% | Score=0.110 | N=160 (64B/96S Bal:0.67) | >=70%: WR=77.8% | Score=0.101 | N=126 (60B/66S Bal:0.91) | >=78%: WR=88.2% | Score=0.031 | N=34 (21B/13S Bal:0.62)
+[Epoch 22] Loss(MSE:0.0413/CE:0.7809) | LR=1.82e-05 | Val V3 Score [0.070] - Loss(MSE:0.0027/CE:0.5155) |   >=53%: WR=50.5% | Score=0.100 | N=192 (70B/122S Bal:0.57) | >=62%: WR=61.3% | Score=0.106 | N=168 (65B/103S Bal:0.63) | >=70%: WR=70.6% | Score=0.099 | N=136 (64B/72S Bal:0.89) | >=79%: WR=96.7% | Score=0.030 | N=30 (24B/6S Bal:0.25)
+[Epoch 23] Loss(MSE:0.0408/CE:0.7804) | LR=1.76e-05 | Val V3 Score [0.075] - Loss(MSE:0.0028/CE:0.5205) |   >=53%: WR=47.5% | Score=0.099 | N=202 (83B/119S Bal:0.70) | >=62%: WR=63.5% | Score=0.109 | N=167 (72B/95S Bal:0.76) | >=71%: WR=73.7% | Score=0.104 | N=137 (71B/66S Bal:0.93) | >=80%: WR=91.9% | Score=0.035 | N=37 (37B/0S Bal:0.00)
+[Epoch 24] Loss(MSE:0.0405/CE:0.7783) | LR=1.69e-05 | Val V3 Score [0.076] - Loss(MSE:0.0024/CE:0.5286) |   >=53%: WR=46.2% | Score=0.099 | N=208 (79B/129S Bal:0.61) | >=62%: WR=54.8% | Score=0.105 | N=186 (65B/121S Bal:0.54) | >=71%: WR=69.3% | Score=0.109 | N=153 (59B/94S Bal:0.63) | >=80%: WR=88.2% | Score=0.031 | N=34 (11B/23S Bal:0.48)
+[Epoch 25] Loss(MSE:0.0395/CE:0.7775) | LR=1.61e-05 | Val V3 Score [0.075] - Loss(MSE:0.0025/CE:0.5432) |   >=53%: WR=41.7% | Score=0.098 | N=228 (102B/126S Bal:0.81) | >=62%: WR=51.0% | Score=0.105 | N=200 (89B/111S Bal:0.80) | >=72%: WR=66.9% | Score=0.108 | N=157 (78B/79S Bal:0.99) | >=81%: WR=87.9% | Score=0.030 | N=33 (33B/0S Bal:0.00)
+[Epoch 26] Loss(MSE:0.0392/CE:0.7757) | LR=1.53e-05 | Val V3 Score [0.081] - Loss(MSE:0.0025/CE:0.5208) |   >=53%: WR=49.8% | Score=0.104 | N=203 (83B/120S Bal:0.69) | >=62%: WR=57.9% | Score=0.106 | N=178 (70B/108S Bal:0.65) | >=70%: WR=70.0% | Score=0.108 | N=150 (70B/80S Bal:0.88) | >=79%: WR=89.6% | Score=0.044 | N=48 (40B/8S Bal:0.20)
+  🏆 [ARGO2] ĐỈNH MỚI! Composite Score = 0.0814. Lưu model...
+  ☁️ Đang PUSH run run_20260522_182456_v3 lên HF (Background)...
+[18:51:36] 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

@@ -8,65 +8,65 @@
     "sessions": {
         "london": {
             "BEST_VLOSS": {
-                "epoch": 20,
+                "epoch": 26,
                 "max_threshold": 0.79,
-                "composite_score": 0.0803357314148681,
-                "val_loss": 0.5532831109860807,
+                "composite_score": 0.08136348064405617,
+                "val_loss": 0.5232249268505115,
                 "threshold_metrics": [
                     {
                         "threshold": 0.53,
-                        "total_signals": 219,
-                        "win_rate": 0.4474885844748858,
+                        "total_signals": 203,
+                        "win_rate": 0.4975369458128079,
                         "avg_win_return": 0.001,
                         "avg_loss_return": 0.001,
-                        "ev_score": 0.10071942446043165,
+                        "ev_score": 0.10380267214799589,
                         "sharpe_score": 0.0,
-                        "tus_score": 0.8310502283105023,
-                        "total_buy": 91,
-                        "total_sell": 128
+                        "tus_score": 0.8177339901477833,
+                        "total_buy": 83,
+                        "total_sell": 120
                     },
                     {
                         "threshold": 0.6167,
-                        "total_signals": 196,
-                        "win_rate": 0.5153061224489796,
+                        "total_signals": 178,
+                        "win_rate": 0.5786516853932584,
                         "avg_win_return": 0.001,
                         "avg_loss_return": 0.001,
-                        "ev_score": 0.10380267214799588,
+                        "ev_score": 0.10585817060637204,
                         "sharpe_score": 0.0,
-                        "tus_score": 0.7448979591836735,
-                        "total_buy": 73,
-                        "total_sell": 123
+                        "tus_score": 0.7865168539325843,
+                        "total_buy": 70,
+                        "total_sell": 108
                     },
                     {
                         "threshold": 0.7033,
-                        "total_signals": 164,
-                        "win_rate": 0.6341463414634146,
+                        "total_signals": 150,
+                        "win_rate": 0.7,
                         "avg_win_return": 0.001,
                         "avg_loss_return": 0.001,
-                        "ev_score": 0.10688591983556013,
+                        "ev_score": 0.1079136690647482,
                         "sharpe_score": 0.0,
-                        "tus_score": 0.7560975609756098,
-                        "total_buy": 62,
-                        "total_sell": 102
+                        "tus_score": 0.9333333333333333,
+                        "total_buy": 70,
+                        "total_sell": 80
                     },
                     {
                         "threshold": 0.79,
-                        "total_signals": 53,
-                        "win_rate": 0.7924528301886793,
+                        "total_signals": 48,
+                        "win_rate": 0.8958333333333334,
                         "avg_win_return": 0.001,
                         "avg_loss_return": 0.001,
-                        "ev_score": 0.04316546762589928,
+                        "ev_score": 0.044193216855087356,
                         "sharpe_score": 0.0,
-                        "tus_score": 0.6415094339622642,
-                        "total_buy": 17,
-                        "total_sell": 36
+                        "tus_score": 0.33333333333333337,
+                        "total_buy": 40,
+                        "total_sell": 8
                     }
                 ],
                 "win_rates": [
-                    0.4474885844748858,
-                    0.5153061224489796,
-                    0.6341463414634146,
-                    0.7924528301886793
+                    0.4975369458128079,
+                    0.5786516853932584,
+                    0.7,
+                    0.8958333333333334
                 ],
                 "thresholds": [
                     0.53,
@@ -75,10 +75,10 @@
                     0.79
                 ],
                 "totals": [
-                    219,
-                    196,
-                    164,
-                    53
+                    203,
+                    178,
+                    150,
+                    48
                 ]
             }
         }