Nearest neighbor imputation algorithms: a critical evaluation

BACKGROUND: Nearest neighbor (NN) imputation algorithms are efficient methods to fill in missing data where each missing value on some records is replaced by a value obtained from related cases in the whole set of records. Besides the capability to substitute the missing data with plausible values t...

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Detalles Bibliográficos
Autores principales: Beretta, Lorenzo, Santaniello, Alessandro
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2016
Materias:
Research
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4959387/
https://www.ncbi.nlm.nih.gov/pubmed/27454392
http://dx.doi.org/10.1186/s12911-016-0318-z

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4959387/
https://www.ncbi.nlm.nih.gov/pubmed/27454392
http://dx.doi.org/10.1186/s12911-016-0318-z

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