Update app.py

app.py

@@ -2,7 +2,7 @@ from flask import Flask, request, jsonify
 import joblib
 import pandas as pd
 
-# Load model
+# Load trained model
 model = joblib.load("best_model.pkl")
 
 app = Flask(__name__)
@@ -15,12 +15,11 @@ def home():
 def predict():
     try:
         data = request.get_json()
-        df = pd.DataFrame([data])
+        df = pd.DataFrame([data])   # Convert JSON to DataFrame
         prediction = model.predict(df)[0]
         return jsonify({"prediction": float(prediction)})
     except Exception as e:
         return jsonify({"error": str(e)})
 
 if __name__ == "__main__":
-    app.run(host="0.0.0.0", port=7860)
-
+    app.run(host="0.0.0.0", port=7860)  # Hugging Face expects 7860