Best model: CFG_LTC_NY_V6/run_20260522_221359_v3

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

@@ -9,3 +9,8 @@
   🏆 [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)...
+[22:18:57] ✔️ Push run run_20260522_221359_v3 hoàn tất!
+[Epoch 3] Loss(MSE:0.0267/CE:0.7419) | LR=9.61e-06 | Val V3 Score [0.025] - Loss(MSE:0.0012/CE:0.5694) |   >=53%: WR=25.3% | Score=0.025 | N=83 (41B/42S Bal:0.98) | >=61%: WR=31.9% | Score=0.026 | N=69 (35B/34S Bal:0.97) | >=68%: WR=46.7% | Score=0.025 | N=45 (25B/20S Bal:0.80) | >=76%: WR=67.7% | Score=0.025 | N=31 (20B/11S Bal:0.55)
+  🏆 [ARGO2] ĐỈNH MỚI! Composite Score = 0.0249. Lưu model...
+  ☁️ Đang PUSH run run_20260522_221359_v3 lên HF (Background)...
+[22:19:52] 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": 2,
-                "max_threshold": 0.71,
-                "composite_score": 0.02419036334913112,
-                "val_loss": 0.5358852287196211,
+                "epoch": 3,
+                "max_threshold": 0.76,
+                "composite_score": 0.024881516587677722,
+                "val_loss": 0.5706132246586803,
                 "threshold_metrics": [
                     {
                         "threshold": 0.53,
-                        "total_signals": 67,
-                        "win_rate": 0.29850746268656714,
+                        "total_signals": 83,
+                        "win_rate": 0.25301204819277107,
                         "avg_win_return": 0.001,
                         "avg_loss_return": 0.001,
-                        "ev_score": 0.023696682464454975,
+                        "ev_score": 0.024881516587677725,
                         "sharpe_score": 0.0,
-                        "tus_score": 0.7761194029850746,
+                        "tus_score": 0.9879518072289156,
                         "total_buy": 41,
-                        "total_sell": 26
+                        "total_sell": 42
                     },
                     {
-                        "threshold": 0.59,
-                        "total_signals": 53,
-                        "win_rate": 0.39622641509433965,
+                        "threshold": 0.6067,
+                        "total_signals": 69,
+                        "win_rate": 0.3188405797101449,
                         "avg_win_return": 0.001,
                         "avg_loss_return": 0.001,
-                        "ev_score": 0.024881516587677725,
+                        "ev_score": 0.026066350710900472,
                         "sharpe_score": 0.0,
-                        "tus_score": 0.7169811320754718,
-                        "total_buy": 34,
-                        "total_sell": 19
+                        "tus_score": 0.9855072463768116,
+                        "total_buy": 35,
+                        "total_sell": 34
                     },
                     {
-                        "threshold": 0.65,
+                        "threshold": 0.6833,
                         "total_signals": 45,
-                        "win_rate": 0.4444444444444444,
+                        "win_rate": 0.4666666666666667,
                         "avg_win_return": 0.001,
                         "avg_loss_return": 0.001,
-                        "ev_score": 0.023696682464454975,
+                        "ev_score": 0.024881516587677725,
                         "sharpe_score": 0.0,
-                        "tus_score": 0.7111111111111111,
-                        "total_buy": 29,
-                        "total_sell": 16
+                        "tus_score": 0.8888888888888888,
+                        "total_buy": 25,
+                        "total_sell": 20
                     },
                     {
-                        "threshold": 0.71,
-                        "total_signals": 33,
-                        "win_rate": 0.6363636363636364,
+                        "threshold": 0.76,
+                        "total_signals": 31,
+                        "win_rate": 0.6774193548387096,
                         "avg_win_return": 0.001,
                         "avg_loss_return": 0.001,
-                        "ev_score": 0.024881516587677725,
+                        "ev_score": 0.024881516587677722,
                         "sharpe_score": 0.0,
-                        "tus_score": 0.7272727272727273,
-                        "total_buy": 21,
-                        "total_sell": 12
+                        "tus_score": 0.7096774193548387,
+                        "total_buy": 20,
+                        "total_sell": 11
                     }
                 ],
                 "win_rates": [
-                    0.29850746268656714,
-                    0.39622641509433965,
-                    0.4444444444444444,
-                    0.6363636363636364
+                    0.25301204819277107,
+                    0.3188405797101449,
+                    0.4666666666666667,
+                    0.6774193548387096
                 ],
                 "thresholds": [
                     0.53,
-                    0.59,
-                    0.65,
-                    0.71
+                    0.6067,
+                    0.6833,
+                    0.76
                 ],
                 "totals": [
-                    67,
-                    53,
+                    83,
+                    69,
                     45,
-                    33
+                    31
                 ]
             }
         }