Fuel Consumption Prediction using Linear Regression 🚗💨

This repository contains code to predict fuel consumption using linear regression based on vehicle features.

Regression Plot 📈

Overview 📊

The goal of this project is to build a linear regression model that predicts fuel consumption based on various vehicle features. The dataset used is 'FuelConsumption.csv', which contains information about fuel consumption and vehicle attributes.

Technologies Used 💻

• Python
• Pandas
• NumPy
• Matplotlib
• Scikit-learn

Usage 🚀

1. Place your dataset 'FuelConsumption.csv' in the project directory.
2. Run the fuel_consumption_prediction.py script to train the model and generate predictions.
3. View the results and model evaluation metrics.

Results 💯

The linear regression model achieves an R-squared score of 0.98 on the test data, indicating a good fit.

Contributing 🤝

Contributions are welcome! Fork the repository and submit a pull request.

Arman Kianian