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Binary Classifier Calibration Using an Ensemble of Piecewise Linear Regression Models
In this paper we present a new non-parametric calibration method called ensemble of near isotonic regression (ENIR). The method can be considered as an extension of BBQ (Pakdaman Naeini, Cooper and Hauskrecht, 2015b), a recently proposed calibration method, as well as the commonly used calibration m...
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| Publicado en: | Knowl Inf Syst |
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| Autores principales: | , |
| Formato: | Artigo |
| Lenguaje: | Inglês |
| Publicado: |
2017
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| Materias: | |
| Acceso en línea: | https://ncbi.nlm.nih.gov/pmc/articles/PMC5875942/ https://ncbi.nlm.nih.gov/pubmed/29606784 https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1007/s10115-017-1133-2 |
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