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README.md

@@ -10,8 +10,8 @@ tags:
 Final model: Tuned_GradientBoosting_Engineered
 
 ## Test Metrics
-- Accuracy: 0.6611
-- Precision: 0.6919
-- Recall: 0.8335
-- F1: 0.7562
-- ROC-AUC: 0.6985
+- Accuracy: 0.6627
+- Precision: 0.6926
+- Recall: 0.8360
+- F1: 0.7575
+- ROC-AUC: 0.6973

best_model.pkl

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:b3ee275aa4b1e67d8210945be46ae4e966cf67a46859e36314da656fbad3c99f
-size 701466
+oid sha256:ab1b03efd82189153e93bf9c33facc829cec4283b2340d6585febd8699e99522
+size 354121

model_info.json

@@ -1,17 +1,17 @@
 {
     "best_model_name": "Tuned_GradientBoosting_Engineered",
     "feature_set": "Engineered",
-    "test_accuracy": 0.661121064755567,
-    "test_precision": 0.6919447253117628,
-    "test_recall": 0.8335363377994316,
-    "test_f1": 0.7561694290976059,
-    "test_roc_auc": 0.6985144684263386,
+    "test_accuracy": 0.6626567699001792,
+    "test_precision": 0.6925664312142616,
+    "test_recall": 0.8359723913926106,
+    "test_f1": 0.7575423105224429,
+    "test_roc_auc": 0.6972705740246506,
     "best_params": {
-        "n_estimators": 300,
-        "learning_rate": 0.02156402076341296,
+        "n_estimators": 150,
+        "learning_rate": 0.04280175042965234,
         "max_depth": 4,
-        "min_samples_split": 5,
+        "min_samples_split": 3,
         "min_samples_leaf": 4,
-        "subsample": 0.8042528651937532
+        "subsample": 0.7190613715078814
     }
 }