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

@@ -149,3 +149,9 @@
   🏆 [ARGO2] ĐỈNH MỚI! Composite Score = 0.0894. Lưu model...
   ☁️ Đang PUSH run run_20260522_160413_v6_ASIAN_ETH_Leader lên HF (Background)...
 [20:08:16] PUSH RUN: run_20260522_160413_v6_ASIAN_ETH_Leader -> HF (new/changed files only)...
+[20:08:17] ✔️ Push run run_20260522_160413_v6_ASIAN_ETH_Leader hoàn tất!
+[Epoch 55] Loss(MSE:0.2174/CE:0.9082) | LR=1.42e-05 | Val V3 Score [0.084] - Loss(MSE:0.0144/CE:0.5493) |   >=53%: WR=70.9% | Score=0.106 | N=55 (29B/26S Bal:0.90) | >=57%: WR=83.0% | Score=0.106 | N=47 (24B/23S Bal:0.96) | >=61%: WR=84.6% | Score=0.090 | N=39 (21B/18S Bal:0.86) | >=65%: WR=90.3% | Score=0.076 | N=31 (20B/11S Bal:0.55)
+[Epoch 56] Loss(MSE:0.2149/CE:0.9025) | LR=1.41e-05 | Val V3 Score [0.090] - Loss(MSE:0.0144/CE:0.5414) |   >=53%: WR=68.5% | Score=0.101 | N=54 (27B/27S Bal:1.00) | >=57%: WR=83.0% | Score=0.106 | N=47 (23B/24S Bal:0.96) | >=61%: WR=90.2% | Score=0.101 | N=41 (19B/22S Bal:0.86) | >=65%: WR=87.5% | Score=0.076 | N=32 (19B/13S Bal:0.68)
+  🏆 [ARGO2] ĐỈNH MỚI! Composite Score = 0.0904. Lưu model...
+  ☁️ Đang PUSH run run_20260522_160413_v6_ASIAN_ETH_Leader lên HF (Background)...
+[20:09:22] 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

@@ -8,77 +8,77 @@
     "sessions": {
         "asian": {
             "BEST_VLOSS": {
-                "epoch": 54,
-                "max_threshold": 0.63,
-                "composite_score": 0.08944746376811592,
-                "val_loss": 0.5599239583526339,
+                "epoch": 56,
+                "max_threshold": 0.65,
+                "composite_score": 0.09035326086956522,
+                "val_loss": 0.5558383098670414,
                 "threshold_metrics": [
                     {
                         "threshold": 0.53,
-                        "total_signals": 50,
-                        "win_rate": 0.72,
+                        "total_signals": 54,
+                        "win_rate": 0.6851851851851852,
                         "avg_win_return": 0.001,
                         "avg_loss_return": 0.001,
-                        "ev_score": 0.09782608695652173,
+                        "ev_score": 0.10054347826086958,
                         "sharpe_score": 0.0,
                         "tus_score": 1.0,
-                        "total_buy": 25,
-                        "total_sell": 25
+                        "total_buy": 27,
+                        "total_sell": 27
                     },
                     {
-                        "threshold": 0.5633,
-                        "total_signals": 45,
-                        "win_rate": 0.8444444444444444,
+                        "threshold": 0.57,
+                        "total_signals": 47,
+                        "win_rate": 0.8297872340425532,
                         "avg_win_return": 0.001,
                         "avg_loss_return": 0.001,
-                        "ev_score": 0.10326086956521739,
+                        "ev_score": 0.10597826086956523,
                         "sharpe_score": 0.0,
-                        "tus_score": 0.9777777777777777,
-                        "total_buy": 22,
-                        "total_sell": 23
+                        "tus_score": 0.9787234042553191,
+                        "total_buy": 23,
+                        "total_sell": 24
                     },
                     {
-                        "threshold": 0.5967,
+                        "threshold": 0.61,
                         "total_signals": 41,
-                        "win_rate": 0.8536585365853658,
+                        "win_rate": 0.9024390243902439,
                         "avg_win_return": 0.001,
                         "avg_loss_return": 0.001,
-                        "ev_score": 0.0951086956521739,
+                        "ev_score": 0.10054347826086957,
                         "sharpe_score": 0.0,
-                        "tus_score": 0.975609756097561,
-                        "total_buy": 20,
-                        "total_sell": 21
+                        "tus_score": 0.926829268292683,
+                        "total_buy": 19,
+                        "total_sell": 22
                     },
                     {
-                        "threshold": 0.63,
-                        "total_signals": 33,
-                        "win_rate": 0.9090909090909091,
+                        "threshold": 0.65,
+                        "total_signals": 32,
+                        "win_rate": 0.875,
                         "avg_win_return": 0.001,
                         "avg_loss_return": 0.001,
-                        "ev_score": 0.08152173913043477,
+                        "ev_score": 0.07608695652173914,
                         "sharpe_score": 0.0,
-                        "tus_score": 0.7878787878787878,
-                        "total_buy": 20,
+                        "tus_score": 0.8125,
+                        "total_buy": 19,
                         "total_sell": 13
                     }
                 ],
                 "win_rates": [
-                    0.72,
-                    0.8444444444444444,
-                    0.8536585365853658,
-                    0.9090909090909091
+                    0.6851851851851852,
+                    0.8297872340425532,
+                    0.9024390243902439,
+                    0.875
                 ],
                 "thresholds": [
                     0.53,
-                    0.5633,
-                    0.5967,
-                    0.63
+                    0.57,
+                    0.61,
+                    0.65
                 ],
                 "totals": [
-                    50,
-                    45,
+                    54,
+                    47,
                     41,
-                    33
+                    32
                 ]
             }
         }