Add README.md

README.md

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+
+---
+tags:
+- random-forest
+- stroke-prediction
+- classification
+- healthcare
+license: mit
+widget:
+- text: "Patient details: Age 65, Hypertension 1, Avg_glucose_level 180, BMI 25"
+datasets:
+- stroke-prediction-dataset
+---
+
+# Stroke Prediction Model
+
+This model uses a Random Forest Classifier to predict the likelihood of a stroke based on patient details.
+
+## Model Details
+- **Algorithm**: Random Forest
+- **Use Case**: Healthcare, Stroke Risk Prediction
+- **Performance Metrics**:
+  - **Accuracy**: 94.70%
+  - **ROC-AUC Score**: 0.79
+  - **Classification Report**:
+
+    ```
+              precision    recall  f1-score   support
+
+           0       0.95      1.00      0.97       929
+           1       1.00      0.02      0.04        53
+
+    accuracy                           0.95       982
+   macro avg       0.97      0.51      0.50       982
+weighted avg       0.95      0.95      0.92       982
+    ```
+
+## How to Use
+Download the model and load it using `joblib