Estimating the optimal linear combination of predictors using spherically constrained optimization

BACKGROUND: In the context of a binary classification problem, the optimal linear combination of continuous predictors can be estimated by maximizing the area under the receiver operating characteristic curve. For ordinal responses, the optimal predictor combination can similarly be obtained by maxi...

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Detalles Bibliográficos
Autores principales: Das, Priyam, De, Debsurya, Maiti, Raju, Kamal, Mona, Hutcheson, Katherine A., Fuller, Clifton D., Chakraborty, Bibhas, Peterson, Christine B.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2022
Materias:
Software
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9583504/
https://www.ncbi.nlm.nih.gov/pubmed/36261805
http://dx.doi.org/10.1186/s12859-022-04953-y

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