House Price Prediction using XGBoost Regression

Introduction

This project predicts house prices using the XGBoost regression algorithm. The code is implemented in a Google Colab notebook for convenience.

Usage

Steps to Use:

1. Clone the Repository:

   • Clone the repository to your local machine if you want to run the notebook locally:

     git clone https://github.com/VIKRAM2563/House-Price-Prediction.git
     cd House-Price-Prediction

2. Open the Notebook:

   • Open the Google Colab notebook directly from the repository link.

3. Run the Notebook:

   • Follow the instructions within the notebook to execute each cell.

Model

• Algorithm: XGBoost regression.
• Steps: Data preprocessing, model training, evaluation.

Results

• Model performance metrics, such as RMSE, will be displayed in the notebook.

Contributing

• Contributions are welcome! Submit pull requests for improvements or bug fixes.

Contact

For any inquiries or feedback, please contact Vikram P at vikrampartha24@gmail.com.