Machine learning: (Record no. 6302)
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| 000 -LEADER | |
|---|---|
| fixed length control field | 01012nam a22002297a 4500 |
| 003 - CONTROL NUMBER IDENTIFIER | |
| control field | KeNaZET |
| 005 - DATE AND TIME OF LATEST TRANSACTION | |
| control field | 20241029122651.0 |
| 007 - PHYSICAL DESCRIPTION FIXED FIELD--GENERAL INFORMATION | |
| fixed length control field | ta |
| 008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION | |
| fixed length control field | 241029b |||||||| |||| 00| 0 eng d |
| 022 ## - INTERNATIONAL STANDARD SERIAL NUMBER | |
| International Standard Serial Number | 9789811519697 |
| 040 ## - CATALOGING SOURCE | |
| Transcribing agency | ZETKe |
| 050 ## - LIBRARY OF CONGRESS CALL NUMBER | |
| Classification number | QA76.73 .Z46 2021 |
| 100 ## - MAIN ENTRY--PERSONAL NAME | |
| Personal name | Zhi-Hua Zhou |
| Relator term | author |
| 9 (RLIN) | 4998 |
| 245 ## - TITLE STATEMENT | |
| Title | Machine learning: |
| Statement of responsibility, etc | Zhi-Hua Zhou |
| 260 ## - PUBLICATION, DISTRIBUTION, ETC. (IMPRINT) | |
| Place of publication, distribution, etc | Gateway East, Singapore |
| Name of publisher, distributor, etc | Springer |
| Date of publication, distribution, etc | c2021 |
| 300 ## - PHYSICAL DESCRIPTION | |
| Extent | xiii, 453p.: |
| Other physical details | ill,; |
| Dimensions | 25cm |
| 504 ## - BIBLIOGRAPHY, ETC. NOTE | |
| Bibliography, etc | includes index |
| 505 ## - FORMATTED CONTENTS NOTE | |
| Formatted contents note | Introduction -- Model selection and evaluation -- Linear model -- Decision tree -- Neural networks -- Support vector machine -- Bayes classifiers -- Ensemble learning -- Clustering -- Dimensionality reduction and metric learning -- Feature selection and spare learning -- Computational learning theory -- Semi-supervised learning -- Probabilistic graphical model -- Rule learning -- Reinforcement learning |
| 700 ## - ADDED ENTRY--PERSONAL NAME | |
| Personal name | Zhi-Hua Zhou |
| Relator term | author |
| 9 (RLIN) | 4998 |
| 700 ## - ADDED ENTRY--PERSONAL NAME | |
| Personal name | Liu Shaowu |
| Relator term | translator |
| 9 (RLIN) | 4999 |
| 942 ## - ADDED ENTRY ELEMENTS (KOHA) | |
| Source of classification or shelving scheme | Library of Congress 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| Withdrawn status | Lost status | Source of classification or shelving scheme | Damaged status | Not for loan | Home library | Current library | Shelving location | Date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 | Source of acquisition | Inventory number | Total Checkouts | Full call number | Barcode | Date last seen | Copy number | Price effective from | Koha item type |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Library of Congress Classification | Zetech Library - TRC | Zetech Library - TRC | General Stacks | 29/10/2024 | PURCHASE | 10467 | QA76.73 .Z46 | z012193 | 29/10/2024 | C 2 | 29/10/2024 | Books | |||||
| Library of Congress Classification | Zetech Library - TRC | Zetech Library - TRC | General Stacks | 29/10/2024 | PURCHASE | 10466 | QA76.73 .Z46 | z012192 | 29/10/2024 | C 1 | 29/10/2024 | Books |