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Bootstrap Bias Corrected Cross Validation Applied to Super Learning

Super learner algorithm can be applied to combine results of multiple base learners to improve quality of predictions. The default method for verification of super learner results is by nested cross validation; however, this technique is very expensive computationally. It has been proposed by Tsamar...

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Detalhes bibliográficos
Publicado no:Computational Science – ICCS 2020
Main Authors: Mnich, Krzysztof, Kitlas Golińska, Agnieszka, Polewko-Klim, Aneta, Rudnicki, Witold R.
Formato: Artigo
Idioma:Inglês
Publicado em: 2020
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Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC7304018/
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1007/978-3-030-50420-5_41
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