Best model: CFG_LTC_LONDON_V6/run_20260522_182456_v3

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

@@ -54,3 +54,8 @@
   🏆 [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)...
+[18:46:09] ✔️ Push run run_20260522_182456_v3 hoàn tất!
+[Epoch 20] Loss(MSE:0.0427/CE:0.7860) | LR=1.92e-05 | Val V3 Score [0.080] - Loss(MSE:0.0030/CE:0.5503) |   >=53%: WR=44.7% | Score=0.101 | N=219 (91B/128S Bal:0.71) | >=62%: WR=51.5% | Score=0.104 | N=196 (73B/123S Bal:0.59) | >=70%: WR=63.4% | Score=0.107 | N=164 (62B/102S Bal:0.61) | >=79%: WR=79.2% | Score=0.043 | N=53 (17B/36S Bal:0.47)
+  🏆 [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)...

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

@@ -8,77 +8,77 @@
     "sessions": {
         "london": {
             "BEST_VLOSS": {
-                "epoch": 19,
-                "max_threshold": 0.77,
-                "composite_score": 0.0748544021925317,
-                "val_loss": 0.5302388374750342,
+                "epoch": 20,
+                "max_threshold": 0.79,
+                "composite_score": 0.0803357314148681,
+                "val_loss": 0.5532831109860807,
                 "threshold_metrics": [
                     {
                         "threshold": 0.53,
-                        "total_signals": 194,
-                        "win_rate": 0.5154639175257731,
+                        "total_signals": 219,
+                        "win_rate": 0.4474885844748858,
                         "avg_win_return": 0.001,
                         "avg_loss_return": 0.001,
-                        "ev_score": 0.1027749229188078,
+                        "ev_score": 0.10071942446043165,
                         "sharpe_score": 0.0,
-                        "tus_score": 0.8041237113402062,
-                        "total_buy": 78,
-                        "total_sell": 116
+                        "tus_score": 0.8310502283105023,
+                        "total_buy": 91,
+                        "total_sell": 128
                     },
                     {
-                        "threshold": 0.61,
-                        "total_signals": 167,
-                        "win_rate": 0.6287425149700598,
+                        "threshold": 0.6167,
+                        "total_signals": 196,
+                        "win_rate": 0.5153061224489796,
                         "avg_win_return": 0.001,
                         "avg_loss_return": 0.001,
-                        "ev_score": 0.1079136690647482,
+                        "ev_score": 0.10380267214799588,
                         "sharpe_score": 0.0,
-                        "tus_score": 0.8263473053892215,
-                        "total_buy": 69,
-                        "total_sell": 98
+                        "tus_score": 0.7448979591836735,
+                        "total_buy": 73,
+                        "total_sell": 123
                     },
                     {
-                        "threshold": 0.69,
-                        "total_signals": 129,
-                        "win_rate": 0.751937984496124,
+                        "threshold": 0.7033,
+                        "total_signals": 164,
+                        "win_rate": 0.6341463414634146,
                         "avg_win_return": 0.001,
                         "avg_loss_return": 0.001,
-                        "ev_score": 0.09969167523124359,
+                        "ev_score": 0.10688591983556013,
                         "sharpe_score": 0.0,
-                        "tus_score": 0.9922480620155039,
-                        "total_buy": 64,
-                        "total_sell": 65
+                        "tus_score": 0.7560975609756098,
+                        "total_buy": 62,
+                        "total_sell": 102
                     },
                     {
-                        "threshold": 0.77,
-                        "total_signals": 44,
-                        "win_rate": 0.8863636363636364,
+                        "threshold": 0.79,
+                        "total_signals": 53,
+                        "win_rate": 0.7924528301886793,
                         "avg_win_return": 0.001,
                         "avg_loss_return": 0.001,
-                        "ev_score": 0.040082219938335044,
+                        "ev_score": 0.04316546762589928,
                         "sharpe_score": 0.0,
-                        "tus_score": 0.4545454545454546,
-                        "total_buy": 34,
-                        "total_sell": 10
+                        "tus_score": 0.6415094339622642,
+                        "total_buy": 17,
+                        "total_sell": 36
                     }
                 ],
                 "win_rates": [
-                    0.5154639175257731,
-                    0.6287425149700598,
-                    0.751937984496124,
-                    0.8863636363636364
+                    0.4474885844748858,
+                    0.5153061224489796,
+                    0.6341463414634146,
+                    0.7924528301886793
                 ],
                 "thresholds": [
                     0.53,
-                    0.61,
-                    0.69,
-                    0.77
+                    0.6167,
+                    0.7033,
+                    0.79
                 ],
                 "totals": [
-                    194,
-                    167,
-                    129,
-                    44
+                    219,
+                    196,
+                    164,
+                    53
                 ]
             }
         }