MARC details
| 000 -LEADER |
|---|
| fixed length control field |
01457nam a2200325 i 4500 |
| 003 - CONTROL NUMBER IDENTIFIER |
|---|
| control field |
CSPC |
| 005 - DATE AND TIME OF LATEST TRANSACTION |
|---|
| control field |
20231025145556.0 |
| 008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION |
|---|
| fixed length control field |
231014s2020 flua b 001 0 eng |
| 010 ## - LIBRARY OF CONGRESS CONTROL NUMBER |
|---|
| LC control number |
2019035868 |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER |
|---|
| International Standard Book Number |
9781032086217 |
| 040 ## - CATALOGING SOURCE |
|---|
| Transcribing agency |
CSPC |
| Original cataloging agency |
CSPC |
| Language of cataloging |
eng |
| 050 00 - LIBRARY OF CONGRESS CALL NUMBER |
|---|
| Classification number |
Q325.5 |
| Item number |
.Z59 |
| 082 00 - DEWEY DECIMAL CLASSIFICATION NUMBER |
|---|
| Classification number |
006.312 |
| Item number |
Z699t |
| Edition number |
23 |
| 100 1# - MAIN ENTRY--PERSONAL NAME |
|---|
| Personal name |
Žižka, Jan, |
| Relator term |
author. |
| 245 10 - TITLE STATEMENT |
|---|
| Title |
Text mining with machine learning : |
| Remainder of title |
principles and techniques / |
| Statement of responsibility, etc. |
Jan Žižka, František Dařena, and Arnošt Svoboda |
| 264 #1 - PRODUCTION, PUBLICATION, DISTRIBUTION, MANUFACTURE, AND COPYRIGHT NOTICE |
|---|
| Place of production, publication, distribution, manufacture |
Boca Raton, Florida : |
| Name of producer, publisher, distributor, manufacturer |
CRC Press, |
| Date of production, publication, distribution, manufacture, or copyright notice |
2020. |
| 300 ## - PHYSICAL DESCRIPTION |
|---|
| Extent |
xii, 351 pages ; |
| Other physical details |
illustrations ; |
| Dimensions |
24 cm. |
| 336 ## - CONTENT TYPE |
|---|
| Source |
rdacontent |
| Content type term |
text |
| 337 ## - MEDIA TYPE |
|---|
| Source |
rdamedia |
| Media type term |
unmediated |
| 338 ## - CARRIER TYPE |
|---|
| Source |
rdacarrier |
| Carrier type term |
volume |
| 500 ## - GENERAL NOTE |
|---|
| General note |
Includes bibliographical references and index. |
| 504 0# - BIBLIOGRAPHY, ETC. NOTE |
|---|
| Bibliography, etc. note |
Introduction to Text Mining with Machine Learning -- Introduction to R -- Structured Text Representations -- Classification -- Bayes Classifier -- Nearest Neighbors -- Decision Trees -- Random Forest -- Adaboost -- Support Vector Machines -- Deep Learning -- Clustering -- Word Embeddings -- Feature Selection. |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM |
|---|
| Topical term or geographic name entry element |
Machine learning |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM |
|---|
| Source of heading or term |
Computational linguistics |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM |
|---|
| Topical term or geographic name entry element |
Semantics |
| General subdivision |
Data processing. |
| 700 1# - ADDED ENTRY--PERSONAL NAME |
|---|
| Personal name |
Dařena, František, |
| Relator term |
author. |
| 710 1# - ADDED ENTRY--CORPORATE NAME |
|---|
| Corporate name or jurisdiction name as entry element |
Svoboda, Arnošt, |
| Relator term |
author. |
| 942 ## - ADDED ENTRY ELEMENTS (KOHA) |
|---|
| Source of classification or shelving scheme |
Dewey Decimal Classification |
| Koha item type |
Books |
| Classification part |
006.312 |
| Call number prefix |
CIR |
| Call number suffix |
2020 |
| Suppress in OPAC |
No |
