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A greedy stacking algorithm for model ensembling and domain weighting

OBJECTIVE: Because it is impossible to know which statistical learning algorithm performs best on a prediction task, it is common to use stacking methods to ensemble individual learners into a more powerful single learner. Stacking algorithms are usually based on linear models, which may run into pr...

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Podrobná bibliografie
Vydáno v:BMC Res Notes
Hlavní autoři: Kurz, Christoph F., Maier, Werner, Rink, Christian
Médium: Artigo
Jazyk:Inglês
Vydáno: BioMed Central 2020
Témata:
On-line přístup:https://ncbi.nlm.nih.gov/pmc/articles/PMC7017540/
https://ncbi.nlm.nih.gov/pubmed/32051022
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1186/s13104-020-4931-7
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