Car Price Prediction Using Machine Learning Algorithm

Car Price Prediction Using Machine Learning Algorithm

Prof.Bhapkar Ashwini, Jagtap Shivani, Deshmukh Prachi

Assistant Professor, Computer Department, SPCOET Someshwarnagar College, Baramati, India

Student, Computer Department, SPCOET Someshwarnagar College, Baramati, India

Student, Computer Department, SPCOET Someshwarnagar College, Baramati, India

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ABSTRACT - In this paper, we investigate the application of supervised machine learning techniques to predict the price of used cars in Mauritius. The predictions are based on historical data collected from daily newspapers. Different techniques like multiple linear regression analysis, k-nearest neighbors, naïve bayes, and decision trees have been used to make the predictions. The predictions are then evaluated and compared to find those which provide the best performances. A seemingly easy problem turned out to be indeed very difficult

to resolve with high accuracy. All four methods provided comparable performance. In the future, we intend to use more sophisticated algorithms to make predictions.

Key Words:  Machine Learning, Linear Regression Algorithm, Jupyter, Django, vs code.