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On PAC learnability of functional dependencies

✍ Scribed by Tatsuya Akutsu; Atsuhiro Takasu


Book ID
112976798
Publisher
Springer
Year
1994
Tongue
English
Weight
771 KB
Volume
12
Category
Article
ISSN
0288-3635

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The probably approximately correct (PAC) model of learning and its extension to real-valued function classes sets a rigorous framework based upon which the complexity of learning a target from a function class using a finite sample can be computed. There is one main restriction, however, that the fu