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Coles Prediction Of Used Car Prices: Using Machine Learning Techniques at Village Green Shopping Centre in Vernon, BC
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Hence a high precision model is required which will estimate the price of a used car with none bias towards customer or merchandiser. In this model, A Supervised learning-based XGBoost Regression model are developed which can learn from the car dataset provided to it. This project presents a working model for used car price prediction with a low error value. A considerable number of distinct attributes are examined for reliable and accurate predictions. The results obtained agree with theoretical predictions and have shown improvement over models which use simple linear models.
Hence a high precision model is required which will estimate the price of a used car with none bias towards customer or merchandiser. In this model, A Supervised learning-based XGBoost Regression model are developed which can learn from the car dataset provided to it. This project presents a working model for used car price prediction with a low error value. A considerable number of distinct attributes are examined for reliable and accurate predictions. The results obtained agree with theoretical predictions and have shown improvement over models which use simple linear models.
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