Update README.md

README.md

@@ -1,3 +1,56 @@
 ---
 license: mit
+tags:
+- healthcare
+- machine-learning
+- lightgbm
+- stroke-prediction
+- binary-classification
 ---
+
+# Stroke Risk Predictor - LightGBM
+
+## Overview
+
+This model predicts stroke risk using healthcare-related patient features.
+
+## Model Type
+
+LightGBM Classifier
+
+## Inputs
+
+- Age
+- Hypertension
+- Heart Disease
+- Average Glucose Level
+- BMI
+- Smoking Status
+- Other health indicators
+
+## Output
+
+- 0 → No Stroke Risk
+- 1 → Stroke Risk
+
+## Performance
+
+Accuracy: 91.10%
+
+Recall: 28%
+
+ROC-AUC: 78.74%
+
+## Usage
+
+```python
+import joblib
+
+model = joblib.load("lightgbm_model.joblib")
+
+prediction = model.predict(data)
+```
+
+## Author
+
+Mithun