Sales-forecasting of Retail Stores using Machine Learning Techniques | IEEE Conference Publication | IEEE Xplore

Sales-forecasting of Retail Stores using Machine Learning Techniques


Abstract:

This is the age of the internet where the amount of data being generated is so huge that man alone is not able to process through the data. Many machine learning techniqu...Show More

Abstract:

This is the age of the internet where the amount of data being generated is so huge that man alone is not able to process through the data. Many machine learning techniques hence have been discovered for this purpose. In this paper, we are trying to predict the sales of a retail store using different machine learning techniques and trying to determine the best algorithm suited to our particular problem statement. We have implemented normal regression techniques and as well as boosting techniques in our approach and have found that the boosting algorithms have better results than the regular regression algorithms.
Date of Conference: 20-22 December 2018
Date Added to IEEE Xplore: 25 July 2019
ISBN Information:
Conference Location: Bengaluru, India

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