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Computational learning theory : an introdution 1st paperback ed. (with corrections)

Computational learning theory : an introdution 1st paperback ed. (with corrections)

자료유형
단행본
개인저자
Anthony, Martin. Biggs, Norman.
서명 / 저자사항
Computational learning theory : an introdution / Martin Anthony & Norman Biggs.
판사항
1st paperback ed. (with corrections)
발행사항
Cambridge, U.K. ;   New York, NY :   Cambridge University Press ,   1997.  
형태사항
157 p. : ill. ; 25 cm.
총서사항
Cambridge tracts in theoretical computer science ; 30
ISBN
0521599229 9780521599221
서지주기
Includes bibliographical references (p. [143]-149) and index.
일반주제명
Machine learning.
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020 ▼a 0521599229
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100 1 ▼a Anthony, Martin.
245 1 0 ▼a Computational learning theory : ▼b an introdution / ▼c Martin Anthony & Norman Biggs.
250 ▼a 1st paperback ed. (with corrections)
260 ▼a Cambridge, U.K. ; ▼a New York, NY : ▼b Cambridge University Press , ▼c 1997.
300 ▼a 157 p. : ▼b ill. ; ▼c 25 cm.
440 0 ▼a Cambridge tracts in theoretical computer science ; ▼v 30
504 ▼a Includes bibliographical references (p. [143]-149) and index.
650 0 ▼a Machine learning.
700 1 ▼a Biggs, Norman.
945 ▼a KINS
994 ▼a C0 ▼b KUB

소장정보

No. 소장처 청구기호 등록번호 도서상태 반납예정일 예약 서비스
No. 1 소장처 과학도서관/Sci-Info(2층서고)/ 청구기호 006.31 A628c 등록번호 121161813 도서상태 대출가능 반납예정일 예약 서비스 B M

컨텐츠정보

목차

1. Concepts, hypotheses, learning algorithms; 2. Boolean formulae and representations; 3. Probabilistic learning; 4. Consistent algorithms and learnability; 5. Efficient learning I; 6. Efficient learning II; 7. The VC dimension; 8. Learning and the VC dimension; 9. VC dimension and efficient learning; 10. Linear threshold networks.


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