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Probability Machines: Consistent Probability Estimation Using Nonparametric Learning Machines
BACKGROUND: Most machine learning approaches only provide a classification for binary responses. However, probabilities are required for risk estimation using individual patient characteristics. It has been shown recently that every statistical learning machine known to be consistent for a nonparame...
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| Hauptverfasser: | , , , , |
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| Format: | Artigo |
| Sprache: | Inglês |
| Veröffentlicht: |
2011
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| Schlagworte: | |
| Online Zugang: | https://ncbi.nlm.nih.gov/pmc/articles/PMC3250568/ https://ncbi.nlm.nih.gov/pubmed/21915433 https://ncbi.nlm.nih.govhttp://dx.doi.org/10.3414/ME00-01-0052 |
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