The quality of a wine is important for the consumers as well as the wine industry. The traditional (expert) way of measuring wine quality is time-consuming. Nowadays, machine learning models are important tools to replace human tasks. In this case, there are several features to predict the wine quality but the entire features will not be relevant for better prediction. So, our thesis work is focusing on what wine features are important to get the promising result. For the purposeof classification model and evaluation of the relevant features, we used three algorithms namely support vector machine (SVM), naïve Bayes (NB), and artificial neural network (ANN). In this study, we used two wine quality datasets red wine and white wine. To evaluat...
Wine research has as its core components the disciplines of sensory analysis, viticulture, and oenol...
The wine business relies heavily on wine quality certification. The excellence of New Zealand Pinot ...
Certification and quality assessment are crucial issues within the wine industry. Currently, wine q...
The quality of a wine is important for the consumers as well as the wine industry. The traditional (...
The assessment of wine quality is of paramount importance to both consumers and the wine industry. R...
Nowadays, people desire to live opulently. They have a propensity to show off and use things frequen...
Abstract - Wine classification is a problematic owing to the fact that sight of taste is the poorest...
The assessment of wine taste quality is a key factor for successful sales in the wine industry, wher...
Quality is the most determining factor for any product. Optimal care and best measures are to be tak...
In today’s trend consumers are very much concern about the quality of the product in turn, Industrie...
The purpose of this report is to predict the quality of white wine using machine learning algorithms...
The data used in this paper is an open source data, that was collected in Portugal over a three year...
Wine quality traits are usually given by parameters such as aroma profile, total acidity, alcohol co...
Classification of the quality of red wine is done in the hope of making it easier to assess the qual...
Accurate classification of wine quality may help to improve making technology of wine. For achieving...
Wine research has as its core components the disciplines of sensory analysis, viticulture, and oenol...
The wine business relies heavily on wine quality certification. The excellence of New Zealand Pinot ...
Certification and quality assessment are crucial issues within the wine industry. Currently, wine q...
The quality of a wine is important for the consumers as well as the wine industry. The traditional (...
The assessment of wine quality is of paramount importance to both consumers and the wine industry. R...
Nowadays, people desire to live opulently. They have a propensity to show off and use things frequen...
Abstract - Wine classification is a problematic owing to the fact that sight of taste is the poorest...
The assessment of wine taste quality is a key factor for successful sales in the wine industry, wher...
Quality is the most determining factor for any product. Optimal care and best measures are to be tak...
In today’s trend consumers are very much concern about the quality of the product in turn, Industrie...
The purpose of this report is to predict the quality of white wine using machine learning algorithms...
The data used in this paper is an open source data, that was collected in Portugal over a three year...
Wine quality traits are usually given by parameters such as aroma profile, total acidity, alcohol co...
Classification of the quality of red wine is done in the hope of making it easier to assess the qual...
Accurate classification of wine quality may help to improve making technology of wine. For achieving...
Wine research has as its core components the disciplines of sensory analysis, viticulture, and oenol...
The wine business relies heavily on wine quality certification. The excellence of New Zealand Pinot ...
Certification and quality assessment are crucial issues within the wine industry. Currently, wine q...