Review and practical excursus on the comparison between traditional statics methods and Classification And Regression Tree (CART) in real-life data: Low protein diet compared to Mediterranean diet in patients with chronic kidney disease

Review and practical excursus on the comparison between traditional statics methods and Classification And Regression Tree (CART) in real-life data: Low protein diet compared to Mediterranean diet in patients with chronic kidney disease

The Classification and Regression Tree (CART) is a supervised learning approach useful used to segment the space of and the predictors/features space into smaller homogeneous regions that are, represented in a decision tree. It computes the selection of features automatically, in contrast to traditi...

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Bibliographic Details
Main Authors: Vincenzo Calabrese, Daniela Metro, Angela Alibrandi, Domenico Maviglia, Valeria Cernaro, Veronica Maressa, Elisa Longhitano, Guido Gembillo, Domenico Santoro
Format: Article
Language:Spanish
Published: Elsevier 2025-04-01
Series:Nefrología
Subjects:
CART
CKD
Dieta
Machine learning
Práctica clínica
Dieta Mediterránea
Online Access:http://www.sciencedirect.com/science/article/pii/S0211699525000141
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