MARC details
| 000 -LEADER |
|---|
| fixed length control field |
01627nam a2200325 i 4500 |
| 003 - CONTROL NUMBER IDENTIFIER |
|---|
| control field |
OCoLC |
| 005 - DATE AND TIME OF LATEST TRANSACTION |
|---|
| control field |
20220411144233.0 |
| 008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION |
|---|
| fixed length control field |
130208s2013 caua 001 0 eng |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER |
|---|
| International Standard Book Number |
9780123969637 |
| Qualifying information |
(h) |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER |
|---|
| International Standard Book Number |
0123969638 |
| Qualifying information |
(h) |
| 035 ## - SYSTEM CONTROL NUMBER |
|---|
| System control number |
(OCoLC)827722823 |
| Canceled/invalid control number |
(OCoLC)761843506 |
| 040 ## - CATALOGING SOURCE |
|---|
| Original cataloging agency |
LCC |
| Language of cataloging |
eng |
| Transcribing agency |
gsu |
| Modifying agency |
gsu |
| Description conventions |
rda |
| 050 04 - LIBRARY OF CONGRESS CALL NUMBER |
|---|
| Classification number |
QA76.73.R3 |
| Item number |
Z43 2013 |
| 082 00 - DEWEY DECIMAL CLASSIFICATION NUMBER |
|---|
| Classification number |
006.3/12 |
| Edition number |
23 |
| 100 1# - MAIN ENTRY--PERSONAL NAME |
|---|
| Personal name |
Zhao, Yanchang. |
| Dates associated with a name |
1977- |
| Authority record control number or standard number |
http://id.loc.gov/authorities/names/n2008079107. |
| Relator term |
author |
| 245 10 - TITLE STATEMENT |
|---|
| Title |
R and data mining : |
| Remainder of title |
examples and case studies / |
| Statement of responsibility, etc. |
Yanchang Zhao. |
| 250 ## - EDITION STATEMENT |
|---|
| Edition statement |
First edition. |
| 264 #1 - PRODUCTION, PUBLICATION, DISTRIBUTION, MANUFACTURE, AND COPYRIGHT NOTICE |
|---|
| Place of production, publication, distribution, manufacture |
San Diego, Calif. : |
| Name of producer, publisher, distributor, manufacturer |
Academic Press, |
| Date of production, publication, distribution, manufacture, or copyright notice |
2013. |
| 300 ## - PHYSICAL DESCRIPTION |
|---|
| Extent |
xiii, 234 pages : |
| Other physical details |
illustrations (same color). |
| Dimensions |
24 cm. |
| 336 ## - CONTENT TYPE |
|---|
| Content type term |
text |
| Content type code |
txt |
| Source |
rdacontent. |
| 337 ## - MEDIA TYPE |
|---|
| Media type term |
unmediated |
| Media type code |
n |
| Source |
rdamedia. |
| 338 ## - CARRIER TYPE |
|---|
| Carrier type term |
volume |
| Carrier type code |
nc |
| Source |
rdacarrier. |
| 500 ## - GENERAL NOTE |
|---|
| General note |
includes index |
| 504 ## - BIBLIOGRAPHY, ETC. NOTE |
|---|
| Bibliography, etc. note |
Includes bibliographical references and indexes. |
| 505 0# - FORMATTED CONTENTS NOTE |
|---|
| Formatted contents note |
Data import and export -- Data exploration -- Decision trees and random forest -- Regression -- Clustering -- Outlier detection -- Time series analysis and mining -- Association rules -- Text mining -- Social network analysis -- Case study 1. Analysis and forecasting of house price indices -- Case study 2. Customer response prediction and profit optimization -- Case study 3. Predictive modeling of big data with limited memory -- Online resources. |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM |
|---|
| Topical term or geographic name entry element |
R (Computer program language) |
| Authority record control number or standard number |
http://id.loc.gov/authorities/subjects/sh2002004407. |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM |
|---|
| Topical term or geographic name entry element |
Data mining. |
| Authority record control number or standard number |
http://id.loc.gov/authorities/subjects/sh97002073. |
| 942 ## - ADDED ENTRY ELEMENTS (KOHA) |
|---|
| Source of classification or shelving scheme |
Library of Congress Classification |
| Koha item type |
Books |
| Suppress in OPAC |
No |
