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ml_metrics.json

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+{
+  "results": [
+    {
+      "model": "LinearRegression",
+      "MAE": 4.643782122326364,
+      "RMSE": 5.854139857351571,
+      "R2": 0.6057049537212635
+    },
+    {
+      "model": "RandomForest",
+      "MAE": 3.062985156677521,
+      "RMSE": 3.8163368389762744,
+      "R2": 0.8324329852313145
+    },
+    {
+      "model": "XGBoost",
+      "MAE": 3.051445960998535,
+      "RMSE": 3.8110615252230766,
+      "R2": 0.8328959345817566
+    }
+  ],
+  "best": "XGBoost",
+  "test_overall": {
+    "MAE": 3.051445960998535,
+    "RMSE": 3.8110615252230766,
+    "R2": 0.8328959345817566,
+    "n_test": 8773
+  }
+}