Machine learning-based predictive modelling for the enhancement of wine quality

Abstract The certification of wine quality is essential to the wine industry. The main goal of this work is to develop a machine learning model to forecast wine quality using the dataset. We utilised samples from the red wine dataset (RWD) with eleven distinct physiochemical properties. With the ini...

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Bibliographic Details
Main Authors: Khushboo Jain, Keshav Kaushik, Sachin Kumar Gupta, Shubham Mahajan, Seifedine Kadry
Format: Article
Language:English
Published: Nature Portfolio 2023-10-01
Series:Scientific Reports
Online Access:https://doi.org/10.1038/s41598-023-44111-9