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metadata_NVDA.json

@@ -1,6 +1,6 @@
 {
   "symbol": "NVDA",
-  "trained_at": "2025-12-02T23:56:17.119948",
+  "trained_at": "2025-12-03T00:02:31.273655",
   "model_type": "ImprovedLSTM",
   "architecture": {
     "sequence_length": 60,
@@ -11,38 +11,38 @@
   },
   "training": {
     "epochs_requested": 80,
-    "epochs_trained": 40,
+    "epochs_trained": 27,
     "early_stopped": true,
     "batch_size": 32,
     "learning_rate": 0.001,
-    "patience": 12
+    "patience": 10
   },
   "metrics": {
-    "mse": 1395.1828350615729,
-    "rmse": 37.35214632469696,
-    "mae": 34.975770674080685,
-    "mape": 22.769120330294957,
-    "r2": -0.919062851549133,
-    "directional_accuracy": 48.44290657439446,
-    "mean_percent_error": 22.769120330294957,
-    "test_samples": 290,
+    "mse": 172.93685290849166,
+    "rmse": 13.150545726641601,
+    "mae": 10.422764621885483,
+    "mape": 7.500036213243375,
+    "r2": 0.8090984118330766,
+    "directional_accuracy": 46.02272727272727,
+    "mean_percent_error": 7.500036213243375,
+    "test_samples": 177,
     "predictions_sample": [
-      94.36669158935547,
-      94.78315734863281,
-      95.85774993896484,
-      97.52373504638672,
-      98.7867202758789
+      139.71852111816406,
+      138.8625030517578,
+      137.78236389160156,
+      137.93801879882812,
+      137.47677612304688
     ],
     "actuals_sample": [
-      124.88418579101562,
-      127.68338775634764,
-      132.85189819335938,
-      132.61196899414062,
-      134.7713623046875
+      118.5150833129883,
+      117.68518829345702,
+      121.39472961425781,
+      120.67481994628905,
+      113.74568939208984
     ],
-    "final_train_loss": 0.00012417713531799246,
-    "best_val_loss": 0.0005963668039839831,
-    "epochs_trained": 40,
+    "final_train_loss": 0.0006563099573563355,
+    "best_val_loss": 0.0017517569795018062,
+    "epochs_trained": 27,
     "early_stopped": true
   }
 }