Development of a Machine Learning Model for Classifying Cooking Recipes According to Dietary Styles

Development of a Machine Learning Model for Classifying Cooking Recipes According to Dietary Styles

To complement classical methods for identifying Japanese, Chinese, and Western dietary styles, this study aimed to develop a machine learning model. This study utilized 604 features from 8183 cooking recipes based on a Japanese recipe site. The data were randomly divided into training, validation, a...

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Bibliographic Details
Main Authors: Miwa Yamaguchi, Michihiro Araki, Kazuki Hamada, Tetsuya Nojiri, Nobuo Nishi
Format: Article
Language:English
Published: MDPI AG 2024-02-01
Series:Foods
Subjects:
prediction model
Japanese diet
Chinese diet
Western diet
Online Access:https://www.mdpi.com/2304-8158/13/5/667

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