Predicting Used Car prices in India

Using various regressors to predict used car prices in india.

Summary

• Engineered important features that impact the price of used car (brand, mileage, speed).
• Utilized numerous regression models to obtain the highest performance.
• Accuracy was measured if the predicted value was within a certain range of the actual value of a given car.
• Decision tree regression yielded a accuracy of 76% (76% of predictions were within 3000$ of their actual value).

Below is an image showing the residuals of our decision tree regressor

A more detailed presentation can be seen in the files as well as the EDA notebook