MARC details
| 000 -LEADER |
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| fixed length control field |
02494cam a2200493 i 4500 |
| 001 - CONTROL NUMBER |
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| control field |
ocn999309066 |
| 003 - CONTROL NUMBER IDENTIFIER |
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| control field |
OCoLC |
| 005 - DATE AND TIME OF LATEST TRANSACTION |
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| control field |
20201209145635.0 |
| 008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION |
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| fixed length control field |
170608t20182018njua b 001 0 eng c |
| 010 ## - LIBRARY OF CONGRESS CONTROL NUMBER |
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| LC control number |
2017024503 |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER |
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| International Standard Book Number |
9781118879368 |
| Qualifying information |
(hbk.) |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER |
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| International Standard Book Number |
1118879368 |
| Qualifying information |
(hbk.) |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER |
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| International Standard Book Number |
9781118879368 |
| 040 ## - CATALOGING SOURCE |
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| Original cataloging agency |
WaSeSS/DLC |
| Language of cataloging |
eng |
| Description conventions |
rda |
| Transcribing agency |
DLC |
| Modifying agency |
YDX |
| -- |
OCLCF |
| -- |
IIB |
| -- |
TMA |
| -- |
OCLCQ |
| -- |
CDN |
| -- |
FIE |
| -- |
YDX |
| -- |
OCLCO |
| -- |
OCLCQ |
| 042 ## - AUTHENTICATION CODE |
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| Authentication code |
pcc |
| 050 00 - LIBRARY OF CONGRESS CALL NUMBER |
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| Item number |
.S55 2018 |
| 050 #4 - LIBRARY OF CONGRESS CALL NUMBER |
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| Item number |
.S56 2018 |
| 072 #7 - SUBJECT CATEGORY CODE |
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| Subject category code |
PB |
| Source |
thema |
| 072 #7 - SUBJECT CATEGORY CODE |
|---|
| Subject category code |
UK |
| Source |
thema |
| 072 #7 - SUBJECT CATEGORY CODE |
|---|
| Subject category code |
KJ |
| Source |
thema |
| 082 00 - DEWEY DECIMAL CLASSIFICATION NUMBER |
|---|
| Classification number |
658.40380285 |
| Edition number |
23 |
| 100 1# - MAIN ENTRY--PERSONAL NAME |
|---|
| Personal name |
Shmueli, Galit, |
| Dates associated with a name |
1971- |
| 245 10 - TITLE STATEMENT |
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| Title |
Data mining for business analytics : |
| Remainder of title |
concepts, techniques, and applications in R / |
| Statement of responsibility, etc. |
Galit Shmueli, Peter C. Bruce, Inbal Yahav, Nitin R. Patel, Kenneth C. Lichtendahl, Jr. |
| 264 #1 - PRODUCTION, PUBLICATION, DISTRIBUTION, MANUFACTURE, AND COPYRIGHT NOTICE |
|---|
| Place of production, publication, distribution, manufacture |
Hoboken, NJ : |
| Name of producer, publisher, distributor, manufacturer |
John Wiley & Sons, Inc., |
| Date of production, publication, distribution, manufacture, or copyright notice |
2018. |
| 264 #4 - PRODUCTION, PUBLICATION, DISTRIBUTION, MANUFACTURE, AND COPYRIGHT NOTICE |
|---|
| Date of production, publication, distribution, manufacture, or copyright notice |
©2018 |
| 300 ## - PHYSICAL DESCRIPTION |
|---|
| Extent |
xxix, 544 pages : |
| Other physical details |
illustrations ; |
| Dimensions |
26 cm. ; cased. |
| 500 ## - GENERAL NOTE |
|---|
| General note |
95.90 CWB07 |
| 504 ## - BIBLIOGRAPHY, ETC. NOTE |
|---|
| Bibliography, etc. note |
Includes bibliographical references (pages 531-532) and index. |
| 505 0# - FORMATTED CONTENTS NOTE |
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| Formatted contents note |
Overview of the data mining process -- Data visualization -- Dimension reduction -- Evaluating predictive performance -- Multiple linear regression -- k-Nearest Neighbors (kNN) -- The Naive Bayes classifier -- Classification and regression trees -- Logistic regression -- Neural nets -- Discriminant analysis -- Combining methods : ensembles and uplift modeling -- Association rules and collaborative filtering -- Cluster analysis -- Handling time series -- Regression-based forecasting -- Smoothing methods -- Social network analytics -- Text mining -- Cases. |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM |
|---|
| Topical term or geographic name entry element |
Business mathematics |
| General subdivision |
Computer programs |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM |
|---|
| Topical term or geographic name entry element |
Business |
| General subdivision |
Data processing |
| 9 (RLIN) |
1889 |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM |
|---|
| Topical term or geographic name entry element |
Data mining. |
| 9 (RLIN) |
9748 |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM |
|---|
| Topical term or geographic name entry element |
R (Computer program language) |
| 650 #7 - SUBJECT ADDED ENTRY--TOPICAL TERM |
|---|
| Topical term or geographic name entry element |
Mathematics |
| Source of heading or term |
thema |
| 650 #7 - SUBJECT ADDED ENTRY--TOPICAL TERM |
|---|
| Topical term or geographic name entry element |
Computer hardware |
| Source of heading or term |
thema |
| 650 #7 - SUBJECT ADDED ENTRY--TOPICAL TERM |
|---|
| Topical term or geographic name entry element |
Business & Management |
| Source of heading or term |
thema |
| 700 1# - ADDED ENTRY--PERSONAL NAME |
|---|
| Personal name |
Bruce, Peter C., |
| Dates associated with a name |
1953- |
| 700 1# - ADDED ENTRY--PERSONAL NAME |
|---|
| Personal name |
Yahav, Inbal, |
| 700 1# - ADDED ENTRY--PERSONAL NAME |
|---|
| Personal name |
Patel, Nitin R. |
| Fuller form of name |
(Nitin Ratilal), |
| 700 1# - ADDED ENTRY--PERSONAL NAME |
|---|
| Personal name |
Lichtendahl, Kenneth C., |
| Dates associated with a name |
1969- |
| 856 ## - ELECTRONIC LOCATION AND ACCESS |
|---|
| Uniform Resource Identifier |
<a href="http://www.dataminingbook.com/book/r-edition">http://www.dataminingbook.com/book/r-edition</a> |
| Public note |
Link to the COMPANION WEBSITE for this publication. |
| 856 ## - ELECTRONIC LOCATION AND ACCESS |
|---|
| Uniform Resource Identifier |
<a href="mailto:libdesk@itcarlow.ie?subject=Resource%20unavailable">mailto:libdesk@itcarlow.ie?subject=Resource%20unavailable</a> |
| Public note |
Send a message to library staff if access to this online resource is unavailable. |
| 942 ## - ADDED ENTRY ELEMENTS (KOHA) |
|---|
| Source of classification or shelving scheme |
Dewey Decimal Classification |
| Koha item type |
General Lending |