Best model: CFG_LTC_NY_V6/run_20260522_221359_v3

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

@@ -14,3 +14,9 @@
   🏆 [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)...
+[22:19:53] ✔️ Push run run_20260522_221359_v3 hoàn tất!
+[Epoch 4] Loss(MSE:0.0279/CE:0.7401) | LR=9.14e-06 | Val V3 Score [0.024] - Loss(MSE:0.0013/CE:0.5471) |   >=53%: WR=24.0% | Score=0.021 | N=75 (29B/46S Bal:0.63) | >=60%: WR=30.8% | Score=0.024 | N=65 (27B/38S Bal:0.71) | >=68%: WR=42.9% | Score=0.025 | N=49 (23B/26S Bal:0.88) | >=75%: WR=63.3% | Score=0.023 | N=30 (13B/17S Bal:0.76)
+[Epoch 5] Loss(MSE:0.0284/CE:0.7398) | LR=8.51e-06 | Val V3 Score [0.026] - Loss(MSE:0.0012/CE:0.5603) |   >=53%: WR=28.7% | Score=0.027 | N=80 (32B/48S Bal:0.67) | >=60%: WR=27.7% | Score=0.021 | N=65 (20B/45S Bal:0.44) | >=68%: WR=42.0% | Score=0.025 | N=50 (21B/29S Bal:0.72) | >=75%: WR=71.9% | Score=0.027 | N=32 (14B/18S Bal:0.78)
+  🏆 [ARGO2] ĐỈNH MỚI! Composite Score = 0.0259. Lưu model...
+  ☁️ Đang PUSH run run_20260522_221359_v3 lên HF (Background)...
+[22:21:39] 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": 3,
-                "max_threshold": 0.76,
-                "composite_score": 0.024881516587677722,
-                "val_loss": 0.5706132246586803,
+                "epoch": 5,
+                "max_threshold": 0.75,
+                "composite_score": 0.025868878357030018,
+                "val_loss": 0.5614974518961711,
                 "threshold_metrics": [
                     {
                         "threshold": 0.53,
-                        "total_signals": 83,
-                        "win_rate": 0.25301204819277107,
+                        "total_signals": 80,
+                        "win_rate": 0.2875,
                         "avg_win_return": 0.001,
                         "avg_loss_return": 0.001,
-                        "ev_score": 0.024881516587677725,
+                        "ev_score": 0.02725118483412322,
                         "sharpe_score": 0.0,
-                        "tus_score": 0.9879518072289156,
-                        "total_buy": 41,
-                        "total_sell": 42
+                        "tus_score": 0.8,
+                        "total_buy": 32,
+                        "total_sell": 48
                     },
                     {
-                        "threshold": 0.6067,
-                        "total_signals": 69,
-                        "win_rate": 0.3188405797101449,
+                        "threshold": 0.6033,
+                        "total_signals": 65,
+                        "win_rate": 0.27692307692307694,
                         "avg_win_return": 0.001,
                         "avg_loss_return": 0.001,
-                        "ev_score": 0.026066350710900472,
+                        "ev_score": 0.02132701421800948,
                         "sharpe_score": 0.0,
-                        "tus_score": 0.9855072463768116,
-                        "total_buy": 35,
-                        "total_sell": 34
+                        "tus_score": 0.6153846153846154,
+                        "total_buy": 20,
+                        "total_sell": 45
                     },
                     {
-                        "threshold": 0.6833,
-                        "total_signals": 45,
-                        "win_rate": 0.4666666666666667,
+                        "threshold": 0.6767,
+                        "total_signals": 50,
+                        "win_rate": 0.42,
                         "avg_win_return": 0.001,
                         "avg_loss_return": 0.001,
                         "ev_score": 0.024881516587677725,
                         "sharpe_score": 0.0,
-                        "tus_score": 0.8888888888888888,
-                        "total_buy": 25,
-                        "total_sell": 20
+                        "tus_score": 0.84,
+                        "total_buy": 21,
+                        "total_sell": 29
                     },
                     {
-                        "threshold": 0.76,
-                        "total_signals": 31,
-                        "win_rate": 0.6774193548387096,
+                        "threshold": 0.75,
+                        "total_signals": 32,
+                        "win_rate": 0.71875,
                         "avg_win_return": 0.001,
                         "avg_loss_return": 0.001,
-                        "ev_score": 0.024881516587677722,
+                        "ev_score": 0.027251184834123227,
                         "sharpe_score": 0.0,
-                        "tus_score": 0.7096774193548387,
-                        "total_buy": 20,
-                        "total_sell": 11
+                        "tus_score": 0.875,
+                        "total_buy": 14,
+                        "total_sell": 18
                     }
                 ],
                 "win_rates": [
-                    0.25301204819277107,
-                    0.3188405797101449,
-                    0.4666666666666667,
-                    0.6774193548387096
+                    0.2875,
+                    0.27692307692307694,
+                    0.42,
+                    0.71875
                 ],
                 "thresholds": [
                     0.53,
-                    0.6067,
-                    0.6833,
-                    0.76
+                    0.6033,
+                    0.6767,
+                    0.75
                 ],
                 "totals": [
-                    83,
-                    69,
-                    45,
-                    31
+                    80,
+                    65,
+                    50,
+                    32
                 ]
             }
         }