Diagnosis of Inflammatory Bowel Disease and Colorectal Cancer through Multi-View Stacked Generalization Applied on Gut Microbiome Data

Most of the microbiome studies suggest that using ensemble models such as Random Forest results in best predictive power. In this study, we empirically evaluate a more powerful ensemble learning algorithm, multi-view stacked generalization, on pediatric inflammatory bowel disease and adult colorecta...

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Detalles Bibliográficos
Autores principales: Imangaliyev, Sultan, Schlötterer, Jörg, Meyer, Folker, Seifert, Christin
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2022
Materias:
Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9600435/
https://www.ncbi.nlm.nih.gov/pubmed/36292203
http://dx.doi.org/10.3390/diagnostics12102514

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9600435/
https://www.ncbi.nlm.nih.gov/pubmed/36292203
http://dx.doi.org/10.3390/diagnostics12102514

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