Best model: CFG_LTC_ASIAN_V6/run_20260522_160413_v6_ASIAN_ETH_Leader

workspaces/CFG_LTC_ASIAN_V6/runs/run_20260522_160413_v6_ASIAN_ETH_Leader/results/train_v3.log

@@ -126,3 +126,8 @@
   🏆 [ARGO2] ĐỈNH MỚI! Composite Score = 0.0695. Lưu model...
   ☁️ Đang PUSH run run_20260522_160413_v6_ASIAN_ETH_Leader lên HF (Background)...
 [20:04:25] PUSH RUN: run_20260522_160413_v6_ASIAN_ETH_Leader -> HF (new/changed files only)...
+[20:04:26] ✔️ Push run run_20260522_160413_v6_ASIAN_ETH_Leader hoàn tất!
+[Epoch 48] Loss(MSE:0.2396/CE:0.9405) | LR=1.50e-05 | Val V3 Score [0.074] - Loss(MSE:0.0149/CE:0.5610) |   >=53%: WR=85.7% | Score=0.082 | N=35 (20B/15S Bal:0.75) | >=54%: WR=85.7% | Score=0.082 | N=35 (20B/15S Bal:0.75) | >=55%: WR=84.8% | Score=0.076 | N=33 (18B/15S Bal:0.83) | >=56%: WR=83.9% | Score=0.071 | N=31 (17B/14S Bal:0.82)
+  🏆 [ARGO2] ĐỈNH MỚI! Composite Score = 0.0738. Lưu model...
+  ☁️ Đang PUSH run run_20260522_160413_v6_ASIAN_ETH_Leader lên HF (Background)...
+[20:04:58] PUSH RUN: run_20260522_160413_v6_ASIAN_ETH_Leader -> HF (new/changed files only)...

workspaces/CFG_LTC_ASIAN_V6/runs/run_20260522_160413_v6_ASIAN_ETH_Leader/results/training_metrics_v3.json

@@ -8,37 +8,49 @@
     "sessions": {
         "asian": {
             "BEST_VLOSS": {
-                "epoch": 47,
-                "max_threshold": 0.55,
-                "composite_score": 0.06951992753623189,
-                "val_loss": 0.5810024597815104,
+                "epoch": 48,
+                "max_threshold": 0.56,
+                "composite_score": 0.07382246376811595,
+                "val_loss": 0.5759239107370376,
                 "threshold_metrics": [
                     {
                         "threshold": 0.53,
-                        "total_signals": 33,
-                        "win_rate": 0.8787878787878788,
+                        "total_signals": 35,
+                        "win_rate": 0.8571428571428571,
                         "avg_win_return": 0.001,
                         "avg_loss_return": 0.001,
-                        "ev_score": 0.07880434782608695,
+                        "ev_score": 0.08152173913043478,
                         "sharpe_score": 0.0,
-                        "tus_score": 0.8484848484848485,
-                        "total_buy": 19,
-                        "total_sell": 14
+                        "tus_score": 0.8571428571428572,
+                        "total_buy": 20,
+                        "total_sell": 15
                     },
                     {
-                        "threshold": 0.5367,
-                        "total_signals": 32,
-                        "win_rate": 0.84375,
+                        "threshold": 0.54,
+                        "total_signals": 35,
+                        "win_rate": 0.8571428571428571,
+                        "avg_win_return": 0.001,
+                        "avg_loss_return": 0.001,
+                        "ev_score": 0.08152173913043478,
+                        "sharpe_score": 0.0,
+                        "tus_score": 0.8571428571428572,
+                        "total_buy": 20,
+                        "total_sell": 15
+                    },
+                    {
+                        "threshold": 0.55,
+                        "total_signals": 33,
+                        "win_rate": 0.8484848484848485,
                         "avg_win_return": 0.001,
                         "avg_loss_return": 0.001,
-                        "ev_score": 0.0733695652173913,
+                        "ev_score": 0.07608695652173914,
                         "sharpe_score": 0.0,
-                        "tus_score": 0.875,
+                        "tus_score": 0.9090909090909091,
                         "total_buy": 18,
-                        "total_sell": 14
+                        "total_sell": 15
                     },
                     {
-                        "threshold": 0.5433,
+                        "threshold": 0.56,
                         "total_signals": 31,
                         "win_rate": 0.8387096774193549,
                         "avg_win_return": 0.001,
@@ -48,37 +60,25 @@
                         "tus_score": 0.9032258064516129,
                         "total_buy": 17,
                         "total_sell": 14
-                    },
-                    {
-                        "threshold": 0.55,
-                        "total_signals": 30,
-                        "win_rate": 0.8333333333333334,
-                        "avg_win_return": 0.001,
-                        "avg_loss_return": 0.001,
-                        "ev_score": 0.06793478260869566,
-                        "sharpe_score": 0.0,
-                        "tus_score": 0.8666666666666667,
-                        "total_buy": 17,
-                        "total_sell": 13
                     }
                 ],
                 "win_rates": [
-                    0.8787878787878788,
-                    0.84375,
-                    0.8387096774193549,
-                    0.8333333333333334
+                    0.8571428571428571,
+                    0.8571428571428571,
+                    0.8484848484848485,
+                    0.8387096774193549
                 ],
                 "thresholds": [
                     0.53,
-                    0.5367,
-                    0.5433,
-                    0.55
+                    0.54,
+                    0.55,
+                    0.56
                 ],
                 "totals": [
+                    35,
+                    35,
                     33,
-                    32,
-                    31,
-                    30
+                    31
                 ]
             }
         }