Best model: CFG_LTC_NY_V6/run_20260522_213056_v3

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

@@ -15,3 +15,9 @@
   🏆 [ARGO2] ĐỈNH MỚI! Composite Score = 0.0254. Lưu model...
   ☁️ Đang PUSH run run_20260522_213056_v3 lên HF (Background)...
 [21:39:22] PUSH RUN: run_20260522_213056_v3 -> HF (new/changed files only)...
+[21:39:24] ✔️ Push run run_20260522_213056_v3 hoàn tất!
+[Epoch 5] Loss(MSE:0.0342/CE:0.7392) | LR=8.51e-06 | Val V3 Score [0.025] - Loss(MSE:0.0018/CE:0.5764) |   >=53%: WR=25.3% | Score=0.025 | N=83 (38B/45S Bal:0.84) | >=60%: WR=30.4% | Score=0.025 | N=69 (28B/41S Bal:0.68) | >=68%: WR=39.2% | Score=0.024 | N=51 (24B/27S Bal:0.89) | >=75%: WR=66.7% | Score=0.026 | N=33 (16B/17S Bal:0.94)
+[Epoch 6] Loss(MSE:0.0346/CE:0.7376) | LR=7.75e-06 | Val V3 Score [0.025] - Loss(MSE:0.0018/CE:0.5460) |   >=53%: WR=26.9% | Score=0.025 | N=78 (40B/38S Bal:0.95) | >=60%: WR=32.3% | Score=0.024 | N=62 (31B/31S Bal:1.00) | >=68%: WR=46.7% | Score=0.025 | N=45 (25B/20S Bal:0.80) | >=75%: WR=68.8% | Score=0.026 | N=32 (20B/12S Bal:0.60)
+  🏆 [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)...

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

@@ -8,77 +8,77 @@
     "sessions": {
         "ny": {
             "BEST_VLOSS": {
-                "epoch": 4,
-                "max_threshold": 0.74,
-                "composite_score": 0.025375197472353866,
-                "val_loss": 0.5410141583402827,
+                "epoch": 6,
+                "max_threshold": 0.75,
+                "composite_score": 0.025375197472353873,
+                "val_loss": 0.5478108901330725,
                 "threshold_metrics": [
                     {
                         "threshold": 0.53,
-                        "total_signals": 73,
-                        "win_rate": 0.2876712328767123,
+                        "total_signals": 78,
+                        "win_rate": 0.2692307692307692,
                         "avg_win_return": 0.001,
                         "avg_loss_return": 0.001,
-                        "ev_score": 0.024881516587677725,
+                        "ev_score": 0.024881516587677722,
                         "sharpe_score": 0.0,
-                        "tus_score": 0.8493150684931507,
-                        "total_buy": 31,
-                        "total_sell": 42
+                        "tus_score": 0.9743589743589743,
+                        "total_buy": 40,
+                        "total_sell": 38
                     },
                     {
-                        "threshold": 0.6,
-                        "total_signals": 58,
-                        "win_rate": 0.3275862068965517,
+                        "threshold": 0.6033,
+                        "total_signals": 62,
+                        "win_rate": 0.3225806451612903,
                         "avg_win_return": 0.001,
                         "avg_loss_return": 0.001,
-                        "ev_score": 0.022511848341232227,
+                        "ev_score": 0.023696682464454975,
                         "sharpe_score": 0.0,
-                        "tus_score": 0.8620689655172413,
-                        "total_buy": 25,
-                        "total_sell": 33
+                        "tus_score": 1.0,
+                        "total_buy": 31,
+                        "total_sell": 31
                     },
                     {
-                        "threshold": 0.67,
-                        "total_signals": 43,
-                        "win_rate": 0.4883720930232558,
+                        "threshold": 0.6767,
+                        "total_signals": 45,
+                        "win_rate": 0.4666666666666667,
                         "avg_win_return": 0.001,
                         "avg_loss_return": 0.001,
-                        "ev_score": 0.024881516587677722,
+                        "ev_score": 0.024881516587677725,
                         "sharpe_score": 0.0,
-                        "tus_score": 0.9767441860465116,
-                        "total_buy": 22,
-                        "total_sell": 21
+                        "tus_score": 0.8888888888888888,
+                        "total_buy": 25,
+                        "total_sell": 20
                     },
                     {
-                        "threshold": 0.74,
-                        "total_signals": 31,
-                        "win_rate": 0.7096774193548387,
+                        "threshold": 0.75,
+                        "total_signals": 32,
+                        "win_rate": 0.6875,
                         "avg_win_return": 0.001,
                         "avg_loss_return": 0.001,
-                        "ev_score": 0.026066350710900472,
+                        "ev_score": 0.026066350710900476,
                         "sharpe_score": 0.0,
-                        "tus_score": 0.9032258064516129,
-                        "total_buy": 17,
-                        "total_sell": 14
+                        "tus_score": 0.75,
+                        "total_buy": 20,
+                        "total_sell": 12
                     }
                 ],
                 "win_rates": [
-                    0.2876712328767123,
-                    0.3275862068965517,
-                    0.4883720930232558,
-                    0.7096774193548387
+                    0.2692307692307692,
+                    0.3225806451612903,
+                    0.4666666666666667,
+                    0.6875
                 ],
                 "thresholds": [
                     0.53,
-                    0.6,
-                    0.67,
-                    0.74
+                    0.6033,
+                    0.6767,
+                    0.75
                 ],
                 "totals": [
-                    73,
-                    58,
-                    43,
-                    31
+                    78,
+                    62,
+                    45,
+                    32
                 ]
             }
         }