Use Car Price Prediction

Authors

  • Ujjawal Sonkambale  Department of Computer Engineering, Zeal College of Engineering and Research Pune, Maharashtra, India
  • Suraj Kudale  Department of Computer Engineering, Zeal College of Engineering and Research Pune, Maharashtra, India
  • Ojas Pawar  Department of Computer Engineering, Zeal College of Engineering and Research Pune, Maharashtra, India
  • Tushar Salunke  

Keywords:

Ceramics, Coaxial Resonators, Delay Filters, Delay-Lines, Power Amplifiers.

Abstract

In this project, we investigate different machine learning techniques to predict the price of used cars on the dataset taken from Kaggle website. Considerable number of distinct attributes is examined for the reliable and accurate prediction. The predictions are based on historical data collected from car dekho website. To build a model for predicting the price of used cars in India, we applied four machine learning techniques. The predictions are then evaluated and compared in order to find those which provide the best performances and accuracy. The final prediction model is integrated into Web application. In the future, we intend to use more sophisticated algorithms to make the predictions.

References

  1. Enis Gegic, Becir Isakovic, Dino Keco, Zerina Masetic, Jasmin Kevric ,Car Price Prediction using Machine Learning Technique , TEM Journal. Volume 8, Issue 1, Pages 113-118, ISSN 2217-8309, DOI: 10.18421/TEM81-16, February 2019.
  2. Sameerchand Pudaruth , Predicting the Price of Used Cars using Machine Learning Techniques , International Journal of Information Computation Technology. ISSN 0974-2239 Volume 4, Number 7 (2014), pp. 753-764.
  3. Ravi Shastri1, Dr. A Rengarajan2 , Prediction of Car Price using Linear Regression, International Journal of Trend in Scientific Research and Development (IJTSRD) Volume 5 Issue 4, May-June 2021.
  4. Aparna V.Mote, Utakarsha Musmade,Nikita Deshmukh,”Gross Domestic Product (GDP) Prediction: A Review”, 2019 JETIR May 2019, Volume 6, Issue 5
  5. Panwar Abhash Anil , Used Car Price Prediction using Machine Learning, Aug 3, 2020, https://towardsdatascience.com/used-car-price- prediction-using-machine-learning-e3be02d977b2
  6. Kajal Kumari, Car Price Prediction – Machine Learning vs Deep Learning, July 25, 2021, https://www.analyticsvidhya.com/blog/2021/07/car- price-prediction-machine-learning-vs-deep-learning/

IInternational Journal of Scientific Research in Computer Science, Engineering and Information Technology

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Published

2022-04-30

Issue

Volume 8, Issue 2, March-April-2022

Section

Research Articles

License

Copyright (c) IJSRCSEIT

Creative Commons License

This work is licensed under a Creative Commons Attribution 4.0 International License.

How to Cite

[1]
Ujjawal Sonkambale, Suraj Kudale, Ojas Pawar, Tushar Salunke, " Use Car Price Prediction" International Journal of Scientific Research in Computer Science, Engineering and Information Technology(IJSRCSEIT), ISSN : 2456-3307, Volume 8, Issue 2, pp.484-489, March-April-2022.