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Binary Classifier Calibration Using an Ensemble of Linear Trend Estimation

Learning accurate probabilistic models from data is crucial in many practical tasks in data mining. In this paper we present a new non-parametric calibration method called ensemble of linear trend estimation (ELiTE). ELiTE utilizes the recently proposed ℓ(1) trend ltering signal approximation method...

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Detalles Bibliográficos
Publicado en:Proc SIAM Int Conf Data Min
Autores principales: Naeini, Mahdi Pakdaman, Cooper, Gregory F.
Formato: Artigo
Lenguaje:Inglês
Publicado: 2016
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Acceso en línea:https://ncbi.nlm.nih.gov/pmc/articles/PMC5367639/
https://ncbi.nlm.nih.gov/pubmed/28357158
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1137/1.9781611974348.30
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