arXiv Open Access 2017

Evidence Against Evidence Theory (?!)

Mieczysław A. Kłopotek Andrzej Matuszewski

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This paper is concerned with the apparent greatest weakness of the Mathematical Theory of Evidence (MTE) of Shafer \cite{Shafer:76}, which has been strongly criticized by Wasserman \cite{Wasserman:92ijar} - the relationship to frequencies. Weaknesses of various proposals of probabilistic interpretation of MTE belief functions are demonstrated. A new frequency-based interpretation is presented overcoming various drawbacks of earlier interpretations.

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cs.AI

Penulis (2)

Mieczysław A. Kłopotek

Andrzej Matuszewski

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APA MLA BibTeX

Kłopotek, M.A., Matuszewski, A. (2017). Evidence Against Evidence Theory (?!). https://arxiv.org/abs/1706.02929

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Informasi Jurnal

Tahun Terbit: 2017
Bahasa: en
Sumber Database: arXiv
Akses: Open Access ✓