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Differential Replication for Credit Scoring in Regulated Environments

Differential replication is a method to adapt existing machine learning solutions to the demands of highly regulated environments by reusing knowledge from one generation to the next. Copying is a technique that allows differential replication by projecting a given classifier onto a new hypothesis s...

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Detalles Bibliográficos
Autores principales: Unceta, Irene, Nin, Jordi, Pujol, Oriol
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8065868/
https://www.ncbi.nlm.nih.gov/pubmed/33808145
http://dx.doi.org/10.3390/e23040407