Evaluating probabilistic classifiers: the triptych

Probability forecasts for binary outcomes, often referred to as probabilistic classifiers or confidence scores, are ubiquitous in science and society, and methods for evaluating and comparing them are in great demand. We propose and study a triptych of diagnostic graphics that focus on distinct and...

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Main Authors: Dimitriadis, Timo (Author) , Gneiting, Tilmann (Author) , Jordan, Alexander I. (Author) , Vogel, Peter (Author)
Format: Article (Journal) Chapter/Article
Language:English
Published: January 27, 2023
In: Arxiv
Year: 2023, Pages: 1-32
DOI:10.48550/arXiv.2301.10803
Online Access:Verlag, kostenfrei, Volltext: https://doi.org/10.48550/arXiv.2301.10803
Verlag, kostenfrei, Volltext: http://arxiv.org/abs/2301.10803
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Author Notes:Timo Dimitriadis, Tilmann Gneiting, Alexander I. Jordan, Peter Vogel
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Evaluating probabilistic classifiers: the triptych by Dimitriadis, Timo (Author) , Gneiting, Tilmann (Author) , Jordan, Alexander I. (Author) , Vogel, Peter (Author) ,


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