Update signal_B_window signal

models/signal_B_window.json

@@ -2,45 +2,47 @@
   "option": "B",
   "mode": "shrinking_window",
   "option_name": "Equity Sectors",
-  "signal_date": "2026-05-07",
-  "last_data_date": "2026-05-06",
-  "generated_at": "2026-05-07T03:13:34.694065",
-  "pick": "XLP",
-  "conviction": 0.2674,
+  "signal_date": "2026-05-08",
+  "last_data_date": "2026-05-07",
+  "generated_at": "2026-05-08T06:02:25.150605",
+  "pick": "XLU",
+  "conviction": 0.5228,
   "weights": {
-    "SPY": 0.0035,
-    "QQQ": 0.1914,
-    "XLK": 0.0884,
-    "XLF": 0.0103,
-    "XLE": 0.0004,
-    "XLV": 0.0172,
+    "SPY": 0.0014,
+    "QQQ": 0.4063,
+    "XLK": 0.0551,
+    "XLF": 0.0022,
+    "XLE": 0.0,
+    "XLV": 0.0018,
     "XLI": 0.0012,
-    "XLY": 0.0064,
-    "XLP": 0.2674,
-    "XLU": 0.2117,
-    "GDX": 0.0006,
-    "XLB": 0.0006,
-    "IWF": 0.1959,
-    "XSD": 0.0004,
-    "XBI": 0.0013,
-    "XLRE": 0.0026,
-    "IWM": 0.0002,
-    "XME": 0.0003
+    "XLY": 0.0017,
+    "XLP": 0.0043,
+    "XLU": 0.5228,
+    "GDX": 0.0003,
+    "XLB": 0.0001,
+    "IWF": 0.002,
+    "IWD": 0.0001,
+    "IWO": 0.0,
+    "XSD": 0.0005,
+    "XBI": 0.0,
+    "XLRE": 0.0,
+    "IWM": 0.0,
+    "XME": 0.0002
   },
   "regime_context": {
-    "VIX": 17.38,
+    "VIX": 17.39,
     "T10Y2Y": 0.49,
-    "HY_SPREAD": 2.77,
+    "HY_SPREAD": 2.75,
     "USD_INDEX": 118.39
   },
-  "macro_stress": -0.486,
-  "trained_at": "2026-05-07T03:13:30.473934",
-  "winning_window": 3,
-  "winning_train_start": "2012-01-01",
+  "macro_stress": -0.497,
+  "trained_at": "2026-05-08T06:02:20.918293",
+  "winning_window": 4,
+  "winning_train_start": "2014-01-01",
   "winning_train_end": "2024-12-31",
   "winning_loss": "sharpe",
-  "oos_ann_return": 0.705,
-  "oos_sharpe": 2.6969,
+  "oos_ann_return": 0.5555,
+  "oos_sharpe": 2.1346,
   "actual_return": null,
   "hit": null
 }