EvoImp: Multiple Imputation of Multi-label Classification data with a genetic algorithm.

Missing data is a prevalent problem that requires attention, as most data analysis techniques are unable to handle it. This is particularly critical in Multi-Label Classification (MLC), where only a few studies have investigated missing data in this application domain. MLC differs from Single-Label...

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Bibliographic Details
Main Authors: Antonio Fernando Lavareda Jacob Junior, Fabricio Almeida do Carmo, Adamo Lima de Santana, Ewaldo Eder Carvalho Santana, Fabio Manoel Franca Lobato
Format: Article
Language:English
Published: Public Library of Science (PLoS) 2024-01-01
Series:PLoS ONE
Online Access:https://journals.plos.org/plosone/article/file?id=10.1371/journal.pone.0297147&type=printable