Rapport (Rapport De Recherche) Année : 2015

What's wrong with classes? The theory of Knowledge

Résumé

This paper wants to investigate the deepest meaning of the word class that is often used in machine learning and classification as a well-defined concept. This adventure will lead the reader to the fundamentals of Mathematics like set theory from Zermelo-Fraenkel. This will be our start, like is all Mathematics, to understand how well defined is the class concept. A broader theory will be outlined with the courageous attempt to give an homogenous framework to deal with machine learning problems.

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Dates et versions

hal-01113112 , version 1 (04-02-2015)
hal-01113112 , version 2 (30-03-2016)

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  • HAL Id : hal-01113112 , version 2

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Alessandro Chiancone. What's wrong with classes? The theory of Knowledge. [Research Report] GIPSA-lab. 2015. ⟨hal-01113112v2⟩
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