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Different Strategies of Fitting Logistic Regression for Positive and Unlabelled Data

In the paper we revisit the problem of fitting logistic regression to positive and unlabelled data. There are two key contributions. First, a new light is shed on the properties of frequently used naive method (in which unlabelled examples are treated as negative). In particular we show that naive m...

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Detalles Bibliográficos
Autores principales: Teisseyre, Paweł, Mielniczuk, Jan, Łazęcka, Małgorzata
Formato: Online Artículo Texto
Lenguaje:English
Publicado: 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7303724/
http://dx.doi.org/10.1007/978-3-030-50423-6_1