Best model: CFG_LTC_LONDON_V6/run_20260522_182456_v3

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

@@ -40,3 +40,12 @@
   🏆 [ARGO2] ĐỈNH MỚI! Composite Score = 0.0744. Lưu model...
   ☁️ Đang PUSH run run_20260522_182456_v3 lên HF (Background)...
 [18:41:19] PUSH RUN: run_20260522_182456_v3 -> HF (new/changed files only)...
+[18:41:20] ✔️ Push run run_20260522_182456_v3 hoàn tất!
+[Epoch 14] Loss(MSE:0.0410/CE:0.7930) | LR=1.82e-06 | Val V3 Score [0.073] - Loss(MSE:0.0039/CE:0.5274) |   >=53%: WR=52.7% | Score=0.110 | N=203 (80B/123S Bal:0.65) | >=61%: WR=60.2% | Score=0.106 | N=171 (62B/109S Bal:0.57) | >=70%: WR=74.4% | Score=0.099 | N=129 (52B/77S Bal:0.68) | >=78%: WR=90.0% | Score=0.037 | N=40 (21B/19S Bal:0.90)
+[Epoch 15] Loss(MSE:0.0411/CE:0.7918) | LR=1.21e-06 | Val V3 Score [0.074] - Loss(MSE:0.0039/CE:0.5241) |   >=53%: WR=50.5% | Score=0.105 | N=202 (85B/117S Bal:0.73) | >=61%: WR=64.1% | Score=0.110 | N=167 (70B/97S Bal:0.72) | >=70%: WR=75.4% | Score=0.098 | N=126 (60B/66S Bal:0.91) | >=78%: WR=88.9% | Score=0.041 | N=45 (29B/16S Bal:0.55)
+[Epoch 16] Loss(MSE:0.0432/CE:0.7997) | LR=2.00e-05 | Val V3 Score [0.062] - Loss(MSE:0.0038/CE:0.5255) |   >=53%: WR=49.2% | Score=0.100 | N=197 (67B/130S Bal:0.52) | >=62%: WR=60.6% | Score=0.103 | N=165 (51B/114S Bal:0.45) | >=70%: WR=69.4% | Score=0.086 | N=121 (41B/80S Bal:0.51) | >=79%: WR=87.1% | Score=0.028 | N=31 (14B/17S Bal:0.82)
+[Epoch 17] Loss(MSE:0.0441/CE:0.7956) | LR=1.99e-05 | Val V3 Score [0.072] - Loss(MSE:0.0035/CE:0.5569) |   >=53%: WR=48.1% | Score=0.105 | N=212 (101B/111S Bal:0.91) | >=62%: WR=58.3% | Score=0.108 | N=180 (79B/101S Bal:0.78) | >=70%: WR=67.4% | Score=0.100 | N=144 (79B/65S Bal:0.82) | >=79%: WR=84.6% | Score=0.034 | N=39 (39B/0S Bal:0.00)
+[Epoch 18] Loss(MSE:0.0434/CE:0.7940) | LR=1.98e-05 | Val V3 Score [0.075] - Loss(MSE:0.0034/CE:0.5333) |   >=53%: WR=50.3% | Score=0.101 | N=195 (77B/118S Bal:0.65) | >=61%: WR=65.2% | Score=0.110 | N=164 (67B/97S Bal:0.69) | >=68%: WR=71.6% | Score=0.099 | N=134 (65B/69S Bal:0.94) | >=76%: WR=88.9% | Score=0.041 | N=45 (37B/8S Bal:0.22)
+  🏆 [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)...

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

@@ -8,77 +8,77 @@
     "sessions": {
         "london": {
             "BEST_VLOSS": {
-                "epoch": 13,
-                "max_threshold": 0.78,
-                "composite_score": 0.07442617334703666,
-                "val_loss": 0.5305479242491316,
+                "epoch": 18,
+                "max_threshold": 0.76,
+                "composite_score": 0.07468311065433368,
+                "val_loss": 0.5366849607794825,
                 "threshold_metrics": [
                     {
                         "threshold": 0.53,
-                        "total_signals": 204,
-                        "win_rate": 0.5196078431372549,
+                        "total_signals": 195,
+                        "win_rate": 0.5025641025641026,
                         "avg_win_return": 0.001,
                         "avg_loss_return": 0.001,
-                        "ev_score": 0.10894141829393629,
+                        "ev_score": 0.10071942446043165,
                         "sharpe_score": 0.0,
-                        "tus_score": 0.7941176470588236,
-                        "total_buy": 81,
-                        "total_sell": 123
+                        "tus_score": 0.7897435897435897,
+                        "total_buy": 77,
+                        "total_sell": 118
                     },
                     {
-                        "threshold": 0.6133,
-                        "total_signals": 171,
-                        "win_rate": 0.6023391812865497,
+                        "threshold": 0.6067,
+                        "total_signals": 164,
+                        "win_rate": 0.6524390243902439,
                         "avg_win_return": 0.001,
                         "avg_loss_return": 0.001,
-                        "ev_score": 0.10585817060637205,
+                        "ev_score": 0.10996916752312437,
                         "sharpe_score": 0.0,
-                        "tus_score": 0.7251461988304093,
-                        "total_buy": 62,
-                        "total_sell": 109
+                        "tus_score": 0.8170731707317074,
+                        "total_buy": 67,
+                        "total_sell": 97
                     },
                     {
-                        "threshold": 0.6967,
-                        "total_signals": 130,
-                        "win_rate": 0.7461538461538462,
+                        "threshold": 0.6833,
+                        "total_signals": 134,
+                        "win_rate": 0.7164179104477612,
                         "avg_win_return": 0.001,
                         "avg_loss_return": 0.001,
-                        "ev_score": 0.09969167523124359,
+                        "ev_score": 0.09866392600205551,
                         "sharpe_score": 0.0,
-                        "tus_score": 0.8461538461538461,
-                        "total_buy": 55,
-                        "total_sell": 75
+                        "tus_score": 0.9701492537313433,
+                        "total_buy": 65,
+                        "total_sell": 69
                     },
                     {
-                        "threshold": 0.78,
-                        "total_signals": 42,
-                        "win_rate": 0.9047619047619048,
+                        "threshold": 0.76,
+                        "total_signals": 45,
+                        "win_rate": 0.8888888888888888,
                         "avg_win_return": 0.001,
                         "avg_loss_return": 0.001,
-                        "ev_score": 0.03905447070914697,
+                        "ev_score": 0.041109969167523124,
                         "sharpe_score": 0.0,
-                        "tus_score": 0.8571428571428572,
-                        "total_buy": 24,
-                        "total_sell": 18
+                        "tus_score": 0.3555555555555555,
+                        "total_buy": 37,
+                        "total_sell": 8
                     }
                 ],
                 "win_rates": [
-                    0.5196078431372549,
-                    0.6023391812865497,
-                    0.7461538461538462,
-                    0.9047619047619048
+                    0.5025641025641026,
+                    0.6524390243902439,
+                    0.7164179104477612,
+                    0.8888888888888888
                 ],
                 "thresholds": [
                     0.53,
-                    0.6133,
-                    0.6967,
-                    0.78
+                    0.6067,
+                    0.6833,
+                    0.76
                 ],
                 "totals": [
-                    204,
-                    171,
-                    130,
-                    42
+                    195,
+                    164,
+                    134,
+                    45
                 ]
             }
         }