Machine Learning (Record no. 59216)

MARC details
000 -LEADER
fixed length control field 01464nam a22002897a 4500
005 - DATE AND TIME OF LATEST TRANSACTION
control field 20220512160615.0
008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION
fixed length control field 220512b |||||||| |||| 00| 0 eng d
020 ## - INTERNATIONAL STANDARD BOOK NUMBER
International Standard Book Number 9780071154673
028 ## - DISTRIBUTOR NAME
Distributor Name :Donated from Prof Madan Gopal
082 ## - DEWEY DECIMAL CLASSIFICATION NUMBER
Classification number 006.31 MIT
100 ## - MAIN ENTRY--PERSONAL NAME
Personal name Mitchell, Tom M
245 ## - TITLE STATEMENT
Title Machine Learning
Statement of responsibility, etc / Tom M Mitchell
260 ## - PUBLICATION, DISTRIBUTION, ETC. (IMPRINT)
Place of publication, distribution, etc New York
Name of publisher, distributor, etc : McGraw-Hill,
Date of publication, distribution, etc ©1997.
300 ## - PHYSICAL DESCRIPTION
Extent xvii, 414 pages
Other physical details : illustrations
Dimensions ; 25 cm
365 ## - TRADE PRICE
Price amount Donated
505 ## - FORMATTED CONTENTS NOTE
Contents note 1. Introduction --<br/>2. Concept Learning and the General-to-Specific Ordering --<br/>3. Decision Tree Learning --<br/>4. Artificial Neural Networks --<br/>5. Evaluating Hypotheses --<br/>6. Bayesian Learning --<br/>7. Computational Learning Theory --<br/>8. Instance-Based Learning --<br/>9. Genetic Algorithms --<br/>10. Learning Sets of Rules --<br/>11. Analytical Learning --<br/>12. Combining Inductive and Analytical Learning --<br/>13. Reinforcement Learning.
520 ## - SUMMARY, ETC.
Summary, etc Mitchell covers the field of machine learning, the study of algorithms that allow computer programs to automatically improve through experience and that automatically infer general laws from specific data
650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name as entry element Computer Science
650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name as entry element Special computer methods (e.g. AI, multimedia, VR)[4]
650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name as entry element Machine learning.
650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name as entry element Computer algorithms.
650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name as entry element Artificial intelligence.
650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name as entry element Machine-learning.
650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name as entry element Algorithmes.
700 ## - ADDED ENTRY--PERSONAL NAME
Personal name Mitchell, Tom M.
942 ## - ADDED ENTRY ELEMENTS (KOHA)
Koha item type Mathematics Departmental Library
Holdings
Withdrawn status Lost status Source of classification or shelving scheme Damaged status Not for loan Home library Current library Date acquired Source of acquisition Total Checkouts Full call number Barcode Date last seen Price effective from Koha item type
    Dewey Decimal Classification     Mathematics Departmental Library Mathematics Departmental Library 12/05/2022 Donated from Prof Madan Gopal   006.31 MIT M376 12/05/2022 12/05/2022 Mathematics Departmental Library
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