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experiment_log.json

@@ -0,0 +1,31 @@
+{
+    "model": "XGBoost",
+    "param_grid": {
+        "n_estimators": [
+            100,
+            200,
+            300
+        ],
+        "max_depth": [
+            3,
+            5,
+            7
+        ],
+        "learning_rate": [
+            0.01,
+            0.1,
+            0.2
+        ],
+        "subsample": [
+            0.8,
+            1.0
+        ]
+    },
+    "best_params": {
+        "learning_rate": 0.01,
+        "max_depth": 5,
+        "n_estimators": 100,
+        "subsample": 0.8
+    },
+    "best_cv_score": 0.7776112578367997
+}