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Web appication that predicts the flight fare of an airplane travel in india. built using Flask for building application and sklearn was used to implement machine learning model (SVR) to predict. The site was hosted on Heroku.

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Arun-47/Airplane-fare-Prediction-web-app

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AIRPLANE FARE PREDICTION

DEMO

Web app link: https://airplane-fare-predictor.herokuapp.com/

App Screenshot

App Screenshot

OVERVIEW

Web appication that predicts the flight fare of an airplane travel in india. built using Flask for building application and sklearn was used to implement machine learning model (SVR) to predict. The site was hosted on Heroku.

REQUIREMENTS

The Code was written in Python 3.9.1. To install the required packages and libraries, run this command in the project directory after cloning the repository:

pip install -r requirements.txt

DIRECTORY TREE

│   app.py
│   FARE DATA.xlsx
│   Procfile.txt
│   requirements.txt
│   runtime.txt.txt
│   SVR MODEL.ipynb
│
├───PKL FILES
│       fare_model.pkl
│       feature_scale_model.pkl
│       X_feature_scale_model.pkl
│
├───static
│   ├───css
│   │       Home.css
│   │       nicepage.css
│   │
│   ├───images
│   │       4353032.png
│   │       min.jpg
│   │
│   └───js
│           jquery.js
│           nicepage.js
│
└───templates
        Home.html
        index.html

Future Scope

  • Improve the ML algorithm
  • Optimize web app features
  • Improving UI design

🔗REFERECES

About

Web appication that predicts the flight fare of an airplane travel in india. built using Flask for building application and sklearn was used to implement machine learning model (SVR) to predict. The site was hosted on Heroku.

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