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Binary Classifier Calibration using an Ensemble of Near Isotonic Regression Models

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 near isotonic regression (ENIR). The method can be considered as an extension of BBQ [20], a recently proposed calib...

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Xehetasun bibliografikoak
Argitaratua izan da:Proc IEEE Int Conf Data Min
Egile Nagusiak: Naeini, Mahdi Pakdaman, Cooper, Gregory F.
Formatua: Artigo
Hizkuntza:Inglês
Argitaratua: 2017
Gaiak:
Sarrera elektronikoa:https://ncbi.nlm.nih.gov/pmc/articles/PMC5351887/
https://ncbi.nlm.nih.gov/pubmed/28316511
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1109/ICDM.2016.0047
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