Generating Synthetic Missing Data: A Review by Missing Mechanism

The performance evaluation of imputation algorithms often involves the generation of missing values. Missing values can be inserted in only one feature (univariate con guration) or in several features (multivariate con guration) at different percentages (missing rates) and according to distinct miss...

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Detalhes bibliográficos
Autor principal: Santos, Miriam Seoane (author)
Outros Autores: Pereira, Ricardo Cardoso (author), Costa, Adriana Fonseca (author), Soares, Jastin Pompeu (author), Santos, Joao (author), Abreu, Pedro Henriques (author)
Formato: article
Idioma:eng
Publicado em: 2019
Assuntos:
Data preprocessing
missing data
missing data generation
missing data mechanisms
Texto completo:http://hdl.handle.net/10316/101583
País:Portugal
Oai:oai:estudogeral.sib.uc.pt:10316/101583

Texto Completo

http://hdl.handle.net/10316/101583

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