From 9f56376d64bf3307b18cd67d0fe8aaf5a6860f11 Mon Sep 17 00:00:00 2001
From: Biswakalyan Bhuyan <biswa@surgot.in>
Date: Wed, 27 Nov 2024 16:58:22 +0530
Subject: Data Pridiction of Cars

---
 predict.py | 26 ++++++++++++++++++++++++++
 1 file changed, 26 insertions(+)
 create mode 100644 predict.py

(limited to 'predict.py')

diff --git a/predict.py b/predict.py
new file mode 100644
index 0000000..6864f9c
--- /dev/null
+++ b/predict.py
@@ -0,0 +1,26 @@
+mport joblib
+import pandas as pd
+
+# Load the model
+model = joblib.load('model.pkl')
+
+# Sample data for prediction
+data = {
+    'Kilometers_Driven': [50000],
+    'Fuel_Type': ['Petrol'],
+    'Transmission': ['Manual'],
+    'Owner_Type': ['First'],
+    'Engine CC': [1197],
+    'Power': [82],
+    'Seats': [5],
+    'Car_Age': [6],
+    'Location': ['Mumbai']
+}
+
+# Convert to DataFrame
+input_data = pd.DataFrame(data)
+
+# Predict
+predicted_mileage = model.predict(input_data)
+
+print(f"Predicted Mileage: {predicted_mileage[0]:.2f} Km/L")
-- 
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