Published April 30, 2022
| Version CC BY-NC-ND 4.0
Journal article
Open
Big Mart Sales Analysis
- 1. Professor, Department of Information Technology, Vidyalankar Institute of Technology, Mumbai (Maharashtra), India.
- 2. Final Year Engineering Student, Department of Information Technology, Vidyalankar Institute of Technology, Mumbai (Maharashtra), India.
Contributors
Contact person:
- 1. Final Year Engineering Student, Department of Information Technology, Vidyalankar Institute of Technology, Mumbai (Maharashtra), India.
Description
Abstract: In the modern era of reaching new lengths of advancement, every company and enterprise are working on their customer demands as well as their inventory management. The models used by them help them predict future demands by understanding the pattern from old sales records. Lately, everyone is abandoning the traditional prediction models for sales forecasting as it takes a prolonged amount of time to get the expected results. Therefore now the retailers keep track of their sales record in the form of a data set, which comprises price tag, outlet types, outlet location, item visibility, item outlet sales etc.
Notes
Files
E98330411522.pdf
Files
(289.9 kB)
Name | Size | Download all |
---|---|---|
md5:7df31fb4f07e13263dafb421aab5f364
|
289.9 kB | Preview Download |
Additional details
Related works
- Is cited by
- Journal article: 2278-3075 (ISSN)
References
- Rohit Sav, Pratiksha Shinde, Saurabh Gaikwad (2021, June). Big Mart Sales Prediction using Machine Learning.2021 International Journal of Research Thoughts (IJCRT).
- Inedi. Theresa, Dr. Venkata Reddy Medikonda,K.V.Narasimha Reddy. (2020, March). Prediction of Big Mart Sales using Exploratory Machine Learning Techniques 020 International Journal of Advanced Science and Technology (IJAST).
- Heramb Kadam, Rahul Shevade, Prof. Deven Ketkar , Mr. Sufiyan Rajguru (2018). A Forecast for Big Mart Sales Based on Random Forests and Multiple Linear Regression. (IJEDR).
- Gopal Behere, Neeta Nain (2019). Grid Search Optimization (GSO) Based Future Sales Prediction for Big Mart. 2019 International Conference on Signal-Image Technology & Internet-Based Systems (SITIS)
- Kumari Punam , Rajendra Pamula , Praphula Kumar Jain (2018, September 28-29). A Two-Level Statistical Model for Big Mart Sales Prediction. 2018 International conference on on Computing, Power and Communication Technologies
- Ranjitha P, Spandana M. (2021). Predictive Analysis for Big Mart Sales Using Machine Learning Algorithms.Fifth International Conference on Intelligent Computing and Control Systems (ICICCS 2021).
- Bohdan M. Pavlyshenko (2018, August 25). Rainfall Predictive Approach for La Trinidad, Benguet using Machine Learning Classification. 2018 IEEE Second International Conference on Data Stream Mining & Processing (DSMP).
- Nikita Malik, Karan Singh. (2020, June). SalesPrediction Model for Big Mart.
- Gopal Behere, Neeta Nain. (2019, September). A Comparative Study of Big Mart Sales Prediction.
- Archisha Chandel, Akanksha Dubey, Saurabh Dhawale, Madhuri Ghuge (2019, April). Sales Prediction System using Machine Learning. International Journal of Scientific Research and Engineering Development.
- https://www.javatpoint.com/machine-learning-random-forest-algorithm
- https://www.javatpoint.com/machine-learning-decision-tree-classification-algorithm
- A. Chandel, A. Dubey, S. Dhawale and M. Ghuge,;Sales Prediction System using Machine Learning; International Journal of Scientific Research and Engineering Development, vol. 2, no. 2, pp. 1-4, 2019. [Accessed 27 January 2020].
Subjects
- ISSN: 2278-3075 (Online)
- https://portal.issn.org/resource/ISSN/2278-3075#
- Retrieval Number: 100.1/ijitee.E98330411522
- https://www.ijitee.org/portfolio-item/E98330411522/
- Journal Website: www.ijitee.org
- https://www.ijitee.org
- Publisher: Blue Eyes Intelligence Engineering and Sciences Publication (BEIESP)
- https://www.blueeyesintelligence.org