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logistic_regression_model.pkl

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+size 1327

pipeline_metadata.json

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+{
+    "model_type": "Heart Disease Classification",
+    "dataset_url": "https://raw.githubusercontent.com/sharmaroshan/Heart-UCI-Dataset/master/heart.csv",
+    "feature_names": [
+        "age",
+        "sex",
+        "cp",
+        "trestbps",
+        "chol",
+        "fbs",
+        "restecg",
+        "thalach",
+        "exang",
+        "oldpeak",
+        "slope",
+        "ca",
+        "thal"
+    ],
+    "n_features": [
+        302,
+        13
+    ],
+    "scaler_type": "StandardScaler",
+    "random_state": 42,
+    "test_size": 0.2,
+    "cv_folds": 5,
+    "preprocessing_steps": [
+        "Remove missing values",
+        "Remove duplicates",
+        "StandardScaler normalization"
+    ]
+}

random_forest_model.pkl

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+size 451305

scaler.pkl

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+oid sha256:6e59b194aabc8260835bb7ff8b16f9f71b2e92def65d9daa3982b6827d15e708
+size 1263