Nutrition Analysis and Classification of Dry Cat Foods Using Pattern Recognition Techniques
Abstract
In this work, we present which dry cat foods are more recommended for pet consumption, considering only their cost and nutritional contributions. We used a database generated from the information published in the quality studies of dry cat foods conducted in 2022 by PROFECO; and by using pattern recognition techniques, we classified the cat foods into three groups: excellent, regular and not recommended for pet consumption.
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References
PROFECO. Procuraduría Federal del Consumidor | Gobierno | gob.mx [Internet]. 2023 [cited 2023 Aug 15]. Available from: https://www.gob.mx/profeco
Urueta DE, Lara P, Gutiérrez MÁ, de-los-Cobos SG, Rincón EA, Mora RA. A Comparative Ranking Model among Mexican Universities Using Pattern Recognition. Mathematics. 2021 Jul 8;9(14):1615.
Kassambara A. Practical guide to cluster analysis in R: unsupervised machine learning. Edition 1. Frankreich: STHDA; 2017. 187 p. (Multivariate analysis).
Alkhayrat M, Aljnidi M, Aljoumaa K. A comparative dimensionality reduction study in telecom customer segmentation using deep learning and PCA. J Big Data. 2020 Dec;7(1):9.
Shimodaira H. Similarity and Recommender Systems. [cited 2023 Sep 3]; Available from: https://www.inf.ed.ac.uk/teaching/courses/inf2b/learnnotes/inf2b-learn02-notes-nup.pdf
Amazon.com.mx:Opiniones de clientes: Purina ONE Dry Cat Food, Healthy Kitten Formula, 16-Pound Bag, Pack of 1 [Internet]. [cited 2023 Aug 15]. Available from: https://www.amazon.com.mx/Purina-ONE-Healthy-Formula-16-Pound/product-reviews/B000WFKNO6
Comida Para Gatos De Purina One (Análisis De 2023) [Internet]. 2020 [cited 2023 Aug 15]. Available from: https://cosasdemascotas.net/comida-para-gatos-de-purina-one/
Copyright (c) 2024 Daniel Edahi Urueta Hinojosa, Jorge Enrique Lavín Delgado, Juan Esteban Mota Cruz
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