A machine learning application in wine quality prediction

A machine learning application in wine quality prediction

The wine business relies heavily on wine quality certification. The excellence of New Zealand Pinot noir wines is well-known worldwide. Our major goal in this research is to predict wine quality by generating synthetic data and construct a machine learning model based on this synthetic data and avai...

Full description

Bibliographic Details
Main Authors: Piyush Bhardwaj, Parul Tiwari, Kenneth Olejar, Jr, Wendy Parr, Don Kulasiri
Format: Article
Language:English
Published: Elsevier 2022-06-01
Series:Machine Learning with Applications
Subjects:
Machine learning
Pinot noir
SMOTE
Random Forest
XGBOOST
StochastiC Gradient Decision Classifier
Online Access:http://www.sciencedirect.com/science/article/pii/S266682702200007X

Internet

http://www.sciencedirect.com/science/article/pii/S266682702200007X

Similar Items