No longer confidential: estimating the confidence of individual regression predictions.

Quantitative predictions in computational life sciences are often based on regression models. The advent of machine learning has led to highly accurate regression models that have gained widespread acceptance. While there are statistical methods available to estimate the global performance of regres...

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Autores principales: Sebastian Briesemeister, Jörg Rahnenführer, Oliver Kohlbacher
Formato: article
Lenguaje:EN
Publicado: Public Library of Science (PLoS) 2012
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Acceso en línea:https://doaj.org/article/c79f21a6301d43409556a7e2ea034705
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