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Concept class

Index Concept class

A concept over a domain X is a total Boolean function over X. A concept class is a class of concepts. [1]

4 relations: Boolean function, Computational learning theory, Model theory, Probably approximately correct learning.

Boolean function

In mathematics and logic, a (finitary) Boolean function (or switching function) is a function of the form ƒ: Bk → B, where B.

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Computational learning theory

In computer science, computational learning theory (or just learning theory) is a subfield of Artificial Intelligence devoted to studying the design and analysis of machine learning algorithms.

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Model theory

In mathematics, model theory is the study of classes of mathematical structures (e.g. groups, fields, graphs, universes of set theory) from the perspective of mathematical logic.

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Probably approximately correct learning

In computational learning theory, probably approximately correct learning (PAC learning) is a framework for mathematical analysis of machine learning.

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References

[1] https://en.wikipedia.org/wiki/Concept_class

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