Best model: CFG_LTC_LONDON_V6/run_20260522_182456_v3

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

@@ -20,3 +20,8 @@
   🏆 [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)...
+[18:35:03] ✔️ Push run run_20260522_182456_v3 hoàn tất!
+[Epoch 6] Loss(MSE:0.0415/CE:0.8240) | LR=1.53e-05 | Val V3 Score [0.070] - Loss(MSE:0.0054/CE:0.5649) |   >=53%: WR=45.3% | Score=0.099 | N=212 (67B/145S Bal:0.46) | >=61%: WR=57.3% | Score=0.105 | N=178 (57B/121S Bal:0.47) | >=70%: WR=74.4% | Score=0.099 | N=129 (47B/82S Bal:0.57) | >=78%: WR=88.2% | Score=0.031 | N=34 (21B/13S Bal:0.62)
+  🏆 [ARGO2] ĐỈNH MỚI! Composite Score = 0.0704. Lưu model...
+  ☁️ Đang PUSH run run_20260522_182456_v3 lên HF (Background)...
+[18:35:48] 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": 5,
-                "max_threshold": 0.77,
-                "composite_score": 0.06123672490578966,
-                "val_loss": 0.5495395496886432,
+                "epoch": 6,
+                "max_threshold": 0.78,
+                "composite_score": 0.07040082219938334,
+                "val_loss": 0.5702186610794415,
                 "threshold_metrics": [
                     {
                         "threshold": 0.53,
-                        "total_signals": 181,
-                        "win_rate": 0.56353591160221,
+                        "total_signals": 212,
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                         "avg_win_return": 0.001,
                         "avg_loss_return": 0.001,
-                        "ev_score": 0.10483042137718397,
+                        "ev_score": 0.0986639260020555,
                         "sharpe_score": 0.0,
-                        "tus_score": 0.8950276243093923,
-                        "total_buy": 81,
-                        "total_sell": 100
+                        "tus_score": 0.6320754716981132,
+                        "total_buy": 67,
+                        "total_sell": 145
                     },
                     {
-                        "threshold": 0.61,
-                        "total_signals": 146,
-                        "win_rate": 0.678082191780822,
+                        "threshold": 0.6133,
+                        "total_signals": 178,
+                        "win_rate": 0.5730337078651685,
                         "avg_win_return": 0.001,
                         "avg_loss_return": 0.001,
-                        "ev_score": 0.10174717368961975,
+                        "ev_score": 0.10483042137718396,
                         "sharpe_score": 0.0,
-                        "tus_score": 0.8904109589041096,
-                        "total_buy": 65,
-                        "total_sell": 81
+                        "tus_score": 0.6404494382022472,
+                        "total_buy": 57,
+                        "total_sell": 121
                     },
                     {
-                        "threshold": 0.69,
-                        "total_signals": 104,
-                        "win_rate": 0.7692307692307693,
+                        "threshold": 0.6967,
+                        "total_signals": 129,
+                        "win_rate": 0.7441860465116279,
                         "avg_win_return": 0.001,
                         "avg_loss_return": 0.001,
-                        "ev_score": 0.08221993833504625,
+                        "ev_score": 0.0986639260020555,
                         "sharpe_score": 0.0,
-                        "tus_score": 0.9807692307692307,
-                        "total_buy": 53,
-                        "total_sell": 51
+                        "tus_score": 0.7286821705426356,
+                        "total_buy": 47,
+                        "total_sell": 82
                     },
                     {
-                        "threshold": 0.77,
-                        "total_signals": 35,
-                        "win_rate": 0.8857142857142857,
+                        "threshold": 0.78,
+                        "total_signals": 34,
+                        "win_rate": 0.8823529411764706,
                         "avg_win_return": 0.001,
                         "avg_loss_return": 0.001,
-                        "ev_score": 0.03186022610483042,
+                        "ev_score": 0.03083247687564234,
                         "sharpe_score": 0.0,
-                        "tus_score": 0.5142857142857142,
-                        "total_buy": 26,
-                        "total_sell": 9
+                        "tus_score": 0.7647058823529411,
+                        "total_buy": 21,
+                        "total_sell": 13
                     }
                 ],
                 "win_rates": [
-                    0.56353591160221,
-                    0.678082191780822,
-                    0.7692307692307693,
-                    0.8857142857142857
+                    0.4528301886792453,
+                    0.5730337078651685,
+                    0.7441860465116279,
+                    0.8823529411764706
                 ],
                 "thresholds": [
                     0.53,
-                    0.61,
-                    0.69,
-                    0.77
+                    0.6133,
+                    0.6967,
+                    0.78
                 ],
                 "totals": [
-                    181,
-                    146,
-                    104,
-                    35
+                    212,
+                    178,
+                    129,
+                    34
                 ]
             }
         }