Best model: CFG_LTC_NY_V6/run_20260522_221359_v3

workspaces/CFG_LTC_NY_V6/runs/run_20260522_221359_v3/results/train_v3.log

@@ -4,3 +4,8 @@
   🏆 [ARGO2] ĐỈNH MỚI! Composite Score = 0.0237. Lưu model...
   ☁️ Đang PUSH run run_20260522_221359_v3 lên HF (Background)...
 [22:17:58] PUSH RUN: run_20260522_221359_v3 -> HF (new/changed files only)...
+[22:18:00] ✔️ Push run run_20260522_221359_v3 hoàn tất!
+[Epoch 2] Loss(MSE:0.0262/CE:0.7490) | LR=9.90e-06 | Val V3 Score [0.024] - Loss(MSE:0.0012/CE:0.5347) |   >=53%: WR=29.9% | Score=0.024 | N=67 (41B/26S Bal:0.63) | >=59%: WR=39.6% | Score=0.025 | N=53 (34B/19S Bal:0.56) | >=65%: WR=44.4% | Score=0.024 | N=45 (29B/16S Bal:0.55) | >=71%: WR=63.6% | Score=0.025 | N=33 (21B/12S Bal:0.57)
+  🏆 [ARGO2] ĐỈNH MỚI! Composite Score = 0.0242. Lưu model...
+  ☁️ Đang PUSH run run_20260522_221359_v3 lên HF (Background)...
+[22:18:56] PUSH RUN: run_20260522_221359_v3 -> HF (new/changed files only)...

workspaces/CFG_LTC_NY_V6/runs/run_20260522_221359_v3/results/training_metrics_v3.json

@@ -8,77 +8,77 @@
     "sessions": {
         "ny": {
             "BEST_VLOSS": {
-                "epoch": 1,
-                "max_threshold": 0.72,
-                "composite_score": 0.023696682464454975,
-                "val_loss": 0.5919206141955469,
+                "epoch": 2,
+                "max_threshold": 0.71,
+                "composite_score": 0.02419036334913112,
+                "val_loss": 0.5358852287196211,
                 "threshold_metrics": [
                     {
                         "threshold": 0.53,
-                        "total_signals": 81,
-                        "win_rate": 0.24691358024691357,
+                        "total_signals": 67,
+                        "win_rate": 0.29850746268656714,
                         "avg_win_return": 0.001,
                         "avg_loss_return": 0.001,
                         "ev_score": 0.023696682464454975,
                         "sharpe_score": 0.0,
-                        "tus_score": 0.8888888888888888,
-                        "total_buy": 36,
-                        "total_sell": 45
+                        "tus_score": 0.7761194029850746,
+                        "total_buy": 41,
+                        "total_sell": 26
                     },
                     {
-                        "threshold": 0.5933,
-                        "total_signals": 72,
-                        "win_rate": 0.3055555555555556,
+                        "threshold": 0.59,
+                        "total_signals": 53,
+                        "win_rate": 0.39622641509433965,
                         "avg_win_return": 0.001,
                         "avg_loss_return": 0.001,
-                        "ev_score": 0.02606635071090048,
+                        "ev_score": 0.024881516587677725,
                         "sharpe_score": 0.0,
-                        "tus_score": 0.8611111111111112,
-                        "total_buy": 31,
-                        "total_sell": 41
+                        "tus_score": 0.7169811320754718,
+                        "total_buy": 34,
+                        "total_sell": 19
                     },
                     {
-                        "threshold": 0.6567,
-                        "total_signals": 51,
-                        "win_rate": 0.39215686274509803,
+                        "threshold": 0.65,
+                        "total_signals": 45,
+                        "win_rate": 0.4444444444444444,
                         "avg_win_return": 0.001,
                         "avg_loss_return": 0.001,
                         "ev_score": 0.023696682464454975,
                         "sharpe_score": 0.0,
-                        "tus_score": 0.8627450980392157,
-                        "total_buy": 22,
-                        "total_sell": 29
+                        "tus_score": 0.7111111111111111,
+                        "total_buy": 29,
+                        "total_sell": 16
                     },
                     {
-                        "threshold": 0.72,
-                        "total_signals": 32,
-                        "win_rate": 0.625,
+                        "threshold": 0.71,
+                        "total_signals": 33,
+                        "win_rate": 0.6363636363636364,
                         "avg_win_return": 0.001,
                         "avg_loss_return": 0.001,
-                        "ev_score": 0.023696682464454978,
+                        "ev_score": 0.024881516587677725,
                         "sharpe_score": 0.0,
-                        "tus_score": 0.9375,
-                        "total_buy": 17,
-                        "total_sell": 15
+                        "tus_score": 0.7272727272727273,
+                        "total_buy": 21,
+                        "total_sell": 12
                     }
                 ],
                 "win_rates": [
-                    0.24691358024691357,
-                    0.3055555555555556,
-                    0.39215686274509803,
-                    0.625
+                    0.29850746268656714,
+                    0.39622641509433965,
+                    0.4444444444444444,
+                    0.6363636363636364
                 ],
                 "thresholds": [
                     0.53,
-                    0.5933,
-                    0.6567,
-                    0.72
+                    0.59,
+                    0.65,
+                    0.71
                 ],
                 "totals": [
-                    81,
-                    72,
-                    51,
-                    32
+                    67,
+                    53,
+                    45,
+                    33
                 ]
             }
         }