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experiment_log.json

@@ -1,31 +1,24 @@
 {
     "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_parameters": {
+        "learning_rate": 0.2,
+        "max_depth": 7,
+        "n_estimators": 200
     },
-    "best_cv_score": 0.7776112578367997
+    "metrics": {
+        "accuracy": 0.6406449961607371,
+        "precision": 0.6894454382826476,
+        "recall": 0.7823792123426715,
+        "f1_score": 0.7329783187523773,
+        "confusion_matrix": [
+            [
+                576,
+                868
+            ],
+            [
+                536,
+                1927
+            ]
+        ]
+    }
 }