Best model: CFG_LTC_NY_V6/run_20260522_213056_v3

workspaces/CFG_LTC_NY_V6/runs/run_20260522_213056_v3/results/train_v3.log

@@ -4,3 +4,8 @@
   🏆 [ARGO2] ĐỈNH MỚI! Composite Score = 0.0213. Lưu model...
   ☁️ Đang PUSH run run_20260522_213056_v3 lên HF (Background)...
 [21:36:37] PUSH RUN: run_20260522_213056_v3 -> HF (new/changed files only)...
+[21:36:38] ✔️ Push run run_20260522_213056_v3 hoàn tất!
+[Epoch 2] Loss(MSE:0.0323/CE:0.7571) | LR=9.90e-06 | Val V3 Score [0.025] - Loss(MSE:0.0016/CE:0.5474) |   >=53%: WR=28.8% | Score=0.025 | N=73 (30B/43S Bal:0.70) | >=60%: WR=35.0% | Score=0.025 | N=60 (25B/35S Bal:0.71) | >=66%: WR=45.5% | Score=0.024 | N=44 (20B/24S Bal:0.83) | >=73%: WR=74.2% | Score=0.027 | N=31 (15B/16S Bal:0.94)
+  🏆 [ARGO2] ĐỈNH MỚI! Composite Score = 0.0252. Lưu model...
+  ☁️ Đang PUSH run run_20260522_213056_v3 lên HF (Background)...
+[21:37:30] PUSH RUN: run_20260522_213056_v3 -> HF (new/changed files only)...

workspaces/CFG_LTC_NY_V6/runs/run_20260522_213056_v3/results/training_metrics_v3.json

@@ -8,77 +8,77 @@
     "sessions": {
         "ny": {
             "BEST_VLOSS": {
-                "epoch": 1,
-                "max_threshold": 0.72,
-                "composite_score": 0.021327014218009477,
-                "val_loss": 0.618906658624625,
+                "epoch": 2,
+                "max_threshold": 0.73,
+                "composite_score": 0.02517772511848341,
+                "val_loss": 0.5490396429875671,
                 "threshold_metrics": [
                     {
                         "threshold": 0.53,
-                        "total_signals": 80,
-                        "win_rate": 0.275,
+                        "total_signals": 73,
+                        "win_rate": 0.2876712328767123,
                         "avg_win_return": 0.001,
                         "avg_loss_return": 0.001,
-                        "ev_score": 0.026066350710900476,
+                        "ev_score": 0.024881516587677725,
                         "sharpe_score": 0.0,
-                        "tus_score": 0.9,
-                        "total_buy": 36,
-                        "total_sell": 44
+                        "tus_score": 0.821917808219178,
+                        "total_buy": 30,
+                        "total_sell": 43
                     },
                     {
-                        "threshold": 0.5933,
-                        "total_signals": 65,
-                        "win_rate": 0.2923076923076923,
+                        "threshold": 0.5967,
+                        "total_signals": 60,
+                        "win_rate": 0.35,
                         "avg_win_return": 0.001,
                         "avg_loss_return": 0.001,
-                        "ev_score": 0.02251184834123223,
+                        "ev_score": 0.024881516587677722,
                         "sharpe_score": 0.0,
-                        "tus_score": 0.9230769230769231,
-                        "total_buy": 35,
-                        "total_sell": 30
+                        "tus_score": 0.8333333333333334,
+                        "total_buy": 25,
+                        "total_sell": 35
                     },
                     {
-                        "threshold": 0.6567,
-                        "total_signals": 53,
-                        "win_rate": 0.33962264150943394,
+                        "threshold": 0.6633,
+                        "total_signals": 44,
+                        "win_rate": 0.45454545454545453,
                         "avg_win_return": 0.001,
                         "avg_loss_return": 0.001,
-                        "ev_score": 0.021327014218009477,
+                        "ev_score": 0.023696682464454975,
                         "sharpe_score": 0.0,
-                        "tus_score": 0.9811320754716981,
-                        "total_buy": 27,
-                        "total_sell": 26
+                        "tus_score": 0.9090909090909091,
+                        "total_buy": 20,
+                        "total_sell": 24
                     },
                     {
-                        "threshold": 0.72,
-                        "total_signals": 30,
-                        "win_rate": 0.6,
+                        "threshold": 0.73,
+                        "total_signals": 31,
+                        "win_rate": 0.7419354838709677,
                         "avg_win_return": 0.001,
                         "avg_loss_return": 0.001,
-                        "ev_score": 0.021327014218009477,
+                        "ev_score": 0.02725118483412322,
                         "sharpe_score": 0.0,
-                        "tus_score": 0.7333333333333334,
-                        "total_buy": 19,
-                        "total_sell": 11
+                        "tus_score": 0.967741935483871,
+                        "total_buy": 15,
+                        "total_sell": 16
                     }
                 ],
                 "win_rates": [
-                    0.275,
-                    0.2923076923076923,
-                    0.33962264150943394,
-                    0.6
+                    0.2876712328767123,
+                    0.35,
+                    0.45454545454545453,
+                    0.7419354838709677
                 ],
                 "thresholds": [
                     0.53,
-                    0.5933,
-                    0.6567,
-                    0.72
+                    0.5967,
+                    0.6633,
+                    0.73
                 ],
                 "totals": [
-                    80,
-                    65,
-                    53,
-                    30
+                    73,
+                    60,
+                    44,
+                    31
                 ]
             }
         }