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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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Detalles Bibliográficos
Autores principales: Mnich, Krzysztof, Kitlas Golińska, Agnieszka, Polewko-Klim, Aneta, Rudnicki, Witold R.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7304018/
http://dx.doi.org/10.1007/978-3-030-50420-5_41