Paper Key : IRJ************042
Author: Soham Sandip Ghume,Pranav Vitthal Danavale,Tanvi Navnath Hagawane,Nikhil Vasant Shelar,Prathmesh Shivaji Waghmode,Prof.komal Vishwas Babar
Date Published: 22 Nov 2024
Abstract
India's automobile market is huge, with many people selling their used cars to new buyers as second or third owners. Platforms like Cars24, CarDekho, and OLX help connect sellers and buyers, but figuring out the right price for a used car is challenging. Machine Learning (ML) can help by using past car sales data to predict a fair price. In this case, Supervised Learning techniques, including Random Forest and Extra Tree Regression algorithms, were applied using the Scikit-Learn library. These algorithms proved to be highly accurate in predicting prices, regardless of the dataset size.