This project aims to predict flight fares using a machine learning model called Random Forest Regressor. The Random Forest Regressor is an ensemble learning algorithm that combines multiple decision trees to make accurate predictions.
Test the working here... https://flightfareprediction.pythonanywhere.com/
- To run the code and reproduce the results, you need the following:
- Python 3
- Jupyter Notebook
- Python libraries: pandas, numpy, scikit-learn, flask
- You can install the required libraries using pip
pip install -r requirements.txt
-
Clone the repository to your local machine:
git clone https://github.com/CaptaiN785/Flight-Fare-Prediction.git
-
Change to the project directory:
cd Flight-Fare-Prediction
-
Run the Flask app on localhost:
python app.py
- For Business Class
- For Economy class