Introduction to machine learning / (Record no. 74230)
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| 000 -LEADER | |
|---|---|
| fixed length control field | 01163nam a22002297a 4500 |
| 001 - CONTROL NUMBER | |
| control field | sulb0072775 |
| 003 - CONTROL NUMBER IDENTIFIER | |
| control field | BD-SySUS |
| 005 - DATE AND TIME OF LATEST TRANSACTION | |
| control field | 20190924144943.0 |
| 008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION | |
| fixed length control field | 190924s2014 maua b 001 0 eng d |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
| International Standard Book Number | 9780262028189 (hardcover) |
| International Standard Book Number | 0262028182 (hardcover) |
| 040 ## - CATALOGING SOURCE | |
| Original cataloging agency | DLC |
| Language of cataloging | eng |
| Transcribing agency | DLC |
| Description conventions | rda |
| Modifying agency | BD-SySUS |
| 082 00 - DEWEY DECIMAL CLASSIFICATION NUMBER | |
| Classification number | 006.31 |
| Edition number | 22 |
| Item number | ALI |
| 100 1# - MAIN ENTRY--PERSONAL NAME | |
| Personal name | Alpaydin, Ethem, |
| Relator term | author. |
| 9 (RLIN) | 23388 |
| 245 10 - TITLE STATEMENT | |
| Title | Introduction to machine learning / |
| Statement of responsibility, etc. | Ethem Alpaydin. |
| 250 ## - EDITION STATEMENT | |
| Edition statement | Third edition. |
| 300 ## - PHYSICAL DESCRIPTION | |
| Extent | xxii, 613 pages : |
| Other physical details | illustrations ; |
| Dimensions | 24 cm. |
| 504 ## - BIBLIOGRAPHY, ETC. NOTE | |
| Bibliography, etc | Includes bibliographical references (page 203) and index. |
| 505 0# - FORMATTED CONTENTS NOTE | |
| Formatted contents note | Introduction -- Supervised learning -- Bayesian decision theory -- Parametric methods -- Multivariate methods -- Dimensionality reduction -- Clustering -- Nonparametric methods -- Decision trees -- Linear discrimination -- Multilayer perceptrons -- Local models -- Kernel machines -- Graphical models -- Hidden markov models -- Bayesian estimation -- Combining multiple learners -- Reinforcement learning -- Design and analysis of machine learning experiments. |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name as entry element | Machine learning. |
| 9 (RLIN) | 32148 |
| 942 ## - ADDED ENTRY ELEMENTS (KOHA) | |
| Source of classification or shelving scheme | Dewey Decimal Classification |
| Koha item type | Books |
| Withdrawn status | Lost status | Source of classification or shelving scheme | Damaged status | Not for loan | Home library | Current library | Shelving location | Date acquired | Total Checkouts | Full call number | Barcode | Date last seen | Date last checked out | Copy number | Price effective from |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Dewey Decimal Classification | Central Library, SUST | Central Library, SUST | General Stacks | 24/09/2019 | 1 | 006.31 ALI | 0072775 | 15/03/2020 | 23/01/2020 | 1 | 24/09/2019 | ||||
| Dewey Decimal Classification | Central Library, SUST | Central Library, SUST | General Stacks | 24/09/2019 | 006.31 ALI | 0072774 | 24/09/2019 | 2 | 24/09/2019 | ||||||
| Dewey Decimal Classification | Central Library, SUST | Central Library, SUST | General Stacks | 24/09/2019 | 006.31 ALI | 0072773 | 24/09/2019 | 3 | 24/09/2019 | ||||||
| Dewey Decimal Classification | Central Library, SUST | Central Library, SUST | General Stacks | 16/10/2019 | 006.31 ALI | 0072953 | 16/10/2019 | 4 | 16/10/2019 |