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Training replicable predictors in multiple studies
This article considers replicability of the performance of predictors across studies. We suggest a general approach to investigating this issue, based on ensembles of prediction models trained on different studies. We quantify how the common practice of training on a single study accounts in part fo...
Shranjeno v:
| izdano v: | Proc Natl Acad Sci U S A |
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| Main Authors: | , |
| Format: | Artigo |
| Jezik: | Inglês |
| Izdano: |
National Academy of Sciences
2018
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| Teme: | |
| Online dostop: | https://ncbi.nlm.nih.gov/pmc/articles/PMC5856504/ https://ncbi.nlm.nih.gov/pubmed/29531060 https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1073/pnas.1708283115 |
| Oznake: |
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