Classifying high-dimensional phenotypes with ensemble learning

1. Classification is a fundamental task in biology used to assign members to a class. While linear discriminant functions have long been effective, advances in phenotypic data collection are yielding increasingly high-dimensional datasets with more classes, unequal class covariances, and non-linear...

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Detalles Bibliográficos
Autores principales: Devine, Jay, Kurki, Helen K., Epp, Jonathan R., Gonzalez, Paula N., Claes, Peter, Hallgrímsson, Benedikt
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Cold Spring Harbor Laboratory 2023
Materias:
Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10312448/
https://www.ncbi.nlm.nih.gov/pubmed/37398168
http://dx.doi.org/10.1101/2023.05.29.542750

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10312448/
https://www.ncbi.nlm.nih.gov/pubmed/37398168
http://dx.doi.org/10.1101/2023.05.29.542750

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