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Unobserved classes and extra variables in high-dimensional discriminant analysis

In supervised classification problems, the test set may contain data points belonging to classes not observed in the learning phase. Moreover, the same units in the test data may be measured on a set of additional variables recorded at a subsequent stage with respect to when the learning sample was...

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Detalles Bibliográficos
Autores principales: Fop, Michael, Mattei, Pierre-Alexandre, Bouveyron, Charles, Murphy, Thomas Brendan
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Springer Berlin Heidelberg 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8924148/
https://www.ncbi.nlm.nih.gov/pubmed/35308632
http://dx.doi.org/10.1007/s11634-021-00474-3