Best model: CFG_LTC_NY_V6/run_20260522_213056_v3

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

@@ -21,3 +21,8 @@
   🏆 [ARGO2] ĐỈNH MỚI! Composite Score = 0.0254. Lưu model...
   ☁️ Đang PUSH run run_20260522_213056_v3 lên HF (Background)...
 [21:41:12] PUSH RUN: run_20260522_213056_v3 -> HF (new/changed files only)...
+[21:41:14] ✔️ Push run run_20260522_213056_v3 hoàn tất!
+[Epoch 7] Loss(MSE:0.0356/CE:0.7381) | LR=6.89e-06 | Val V3 Score [0.027] - Loss(MSE:0.0018/CE:0.5255) |   >=53%: WR=28.4% | Score=0.025 | N=74 (32B/42S Bal:0.76) | >=60%: WR=32.2% | Score=0.023 | N=59 (25B/34S Bal:0.74) | >=68%: WR=53.3% | Score=0.028 | N=45 (20B/25S Bal:0.80) | >=75%: WR=65.6% | Score=0.025 | N=32 (16B/16S Bal:1.00)
+  🏆 [ARGO2] ĐỈNH MỚI! Composite Score = 0.0270. Lưu model...
+  ☁️ Đang PUSH run run_20260522_213056_v3 lên HF (Background)...
+[21:42:10] 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

@@ -8,65 +8,65 @@
     "sessions": {
         "ny": {
             "BEST_VLOSS": {
-                "epoch": 6,
+                "epoch": 7,
                 "max_threshold": 0.75,
-                "composite_score": 0.025375197472353873,
-                "val_loss": 0.5478108901330725,
+                "composite_score": 0.026954976303317536,
+                "val_loss": 0.5273123411726124,
                 "threshold_metrics": [
                     {
                         "threshold": 0.53,
-                        "total_signals": 78,
-                        "win_rate": 0.2692307692307692,
+                        "total_signals": 74,
+                        "win_rate": 0.28378378378378377,
                         "avg_win_return": 0.001,
                         "avg_loss_return": 0.001,
-                        "ev_score": 0.024881516587677722,
+                        "ev_score": 0.024881516587677725,
                         "sharpe_score": 0.0,
-                        "tus_score": 0.9743589743589743,
-                        "total_buy": 40,
-                        "total_sell": 38
+                        "tus_score": 0.8648648648648649,
+                        "total_buy": 32,
+                        "total_sell": 42
                     },
                     {
                         "threshold": 0.6033,
-                        "total_signals": 62,
-                        "win_rate": 0.3225806451612903,
+                        "total_signals": 59,
+                        "win_rate": 0.3220338983050847,
                         "avg_win_return": 0.001,
                         "avg_loss_return": 0.001,
-                        "ev_score": 0.023696682464454975,
+                        "ev_score": 0.022511848341232227,
                         "sharpe_score": 0.0,
-                        "tus_score": 1.0,
-                        "total_buy": 31,
-                        "total_sell": 31
+                        "tus_score": 0.847457627118644,
+                        "total_buy": 25,
+                        "total_sell": 34
                     },
                     {
                         "threshold": 0.6767,
                         "total_signals": 45,
-                        "win_rate": 0.4666666666666667,
+                        "win_rate": 0.5333333333333333,
                         "avg_win_return": 0.001,
                         "avg_loss_return": 0.001,
-                        "ev_score": 0.024881516587677725,
+                        "ev_score": 0.028436018957345974,
                         "sharpe_score": 0.0,
                         "tus_score": 0.8888888888888888,
-                        "total_buy": 25,
-                        "total_sell": 20
+                        "total_buy": 20,
+                        "total_sell": 25
                     },
                     {
                         "threshold": 0.75,
                         "total_signals": 32,
-                        "win_rate": 0.6875,
+                        "win_rate": 0.65625,
                         "avg_win_return": 0.001,
                         "avg_loss_return": 0.001,
-                        "ev_score": 0.026066350710900476,
+                        "ev_score": 0.024881516587677725,
                         "sharpe_score": 0.0,
-                        "tus_score": 0.75,
-                        "total_buy": 20,
-                        "total_sell": 12
+                        "tus_score": 1.0,
+                        "total_buy": 16,
+                        "total_sell": 16
                     }
                 ],
                 "win_rates": [
-                    0.2692307692307692,
-                    0.3225806451612903,
-                    0.4666666666666667,
-                    0.6875
+                    0.28378378378378377,
+                    0.3220338983050847,
+                    0.5333333333333333,
+                    0.65625
                 ],
                 "thresholds": [
                     0.53,
@@ -75,8 +75,8 @@
                     0.75
                 ],
                 "totals": [
-                    78,
-                    62,
+                    74,
+                    59,
                     45,
                     32
                 ]