An introduction to computational learning theory

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Bibliographic Details
Main Author: Kearns, Michael J.
Other Authors: Vazirani, Umesh Virkumar.
Format: eBook
Language: English
Published: Cambridge, Mass. : MIT Press, c1994.
Subjects:
Machine learning.
Artificial intelligence.
Algorithms.
Neural networks (Computer science)
elektronické knihy
electronic books
ISBN: 9780262276863
Physical Description: 1 online zdroj (xii, 207 p.) : ill.

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Table of contents

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020 |a 9780262276863  |q (ebook) 
035 |a (OCoLC)47009798  |z (OCoLC)827012857 
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100 1 |a Kearns, Michael J. 
245 1 3 |a An introduction to computational learning theory  |h [elektronický zdroj] /  |c Michael J. Kearns, Umesh V. Vazirani. 
260 |a Cambridge, Mass. :  |b MIT Press,  |c c1994. 
300 |a 1 online zdroj (xii, 207 p.) :  |b ill. 
504 |a Includes bibliographical references (p. [193]-203) and index. 
505 0 |a The probably approximately correct learning model -- Occam's razor -- The Vapnik-Chervonenkis dimension -- Weak and strong learning -- Learning in the presence of noise -- Inherent unpredictability -- Reducibility in PAC learning -- Learning finite automata by experimentation -- Appendix: some tools for probabilistic analysis. 
506 |a Plný text je dostupný pouze z IP adres počítačů Univerzity Tomáše Bati ve Zlíně nebo vzdáleným přístupem pro zaměstnance a studenty univerzity 
650 0 |a Machine learning. 
650 0 |a Artificial intelligence. 
650 0 |a Algorithms. 
650 0 |a Neural networks (Computer science) 
655 7 |a elektronické knihy  |7 fd186907  |2 czenas 
655 9 |a electronic books  |2 eczenas 
700 1 |a Vazirani, Umesh Virkumar. 
776 0 8 |i Print version:  |a Kearns, Michael J.  |t Introduction to computational learning theory.  |d Cambridge, Mass. : MIT Press, c1994  |z 0262111934  |w (DLC) 94016588  |w (OCoLC)30476515 
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992 |a BK  |c EBOOK-TN  |c MITPRESS 
999 |c 74715  |d 74715 

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