MARC details
000 -LEADER |
fixed length control field |
02076cam a2200457 i 4500 |
003 - CONTROL NUMBER IDENTIFIER |
control field |
CUTN |
005 - DATE AND TIME OF LATEST TRANSACTION |
control field |
20190820142149.0 |
008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION |
fixed length control field |
170802s2017 nju o 001 0 eng |
020 ## - INTERNATIONAL STANDARD BOOK NUMBER |
International Standard Book Number |
9781118879337 (epub) |
020 ## - INTERNATIONAL STANDARD BOOK NUMBER |
International Standard Book Number |
9781118956632 (pdf) |
020 ## - INTERNATIONAL STANDARD BOOK NUMBER |
Cancelled/invalid ISBN |
9781118879368 (cloth) |
020 ## - INTERNATIONAL STANDARD BOOK NUMBER |
Cancelled/invalid ISBN |
9781119519669 |
041 ## - LANGUAGE CODE |
Language |
English |
042 ## - AUTHENTICATION CODE |
Authentication code |
pcc |
082 00 - DEWEY DECIMAL CLASSIFICATION NUMBER |
Classification number |
005.54 |
Edition number |
23 |
Item number |
SHM |
100 1# - MAIN ENTRY--PERSONAL NAME |
Personal name |
Shmueli, Galit, |
245 10 - TITLE STATEMENT |
Title |
Data mining for business analytics : |
Remainder of title |
concepts, techniques, and applications with XLMiner/ |
Statement of responsibility, etc |
by Galit Shmueli, Peter C. Bruce and Nitin R. Patel. |
260 ## - PUBLICATION, DISTRIBUTION, ETC. (IMPRINT) |
Place of publication, distribution, etc |
Hoboken, New Jersey : |
Name of publisher, distributor, etc |
John Wiley & Sons, |
Date of publication, distribution, etc |
2016. |
300 ## - PHYSICAL DESCRIPTION |
Extent |
1 online resource. |
500 ## - GENERAL NOTE |
General note |
Includes index. |
505 0# - FORMATTED CONTENTS NOTE |
Contents |
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 as entry element |
Business |
650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM |
Topical term or geographic name as entry element |
Data mining. |
650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM |
Topical term or geographic name as entry element |
R (Computer program language) |
650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM |
Topical term or geographic name as entry element |
Business mathematics |
700 1# - ADDED ENTRY--PERSONAL NAME |
Personal name |
Bruce, Peter C., |
700 1# - ADDED ENTRY--PERSONAL NAME |
Personal name |
Yahav, Inbal, |
700 1# - ADDED ENTRY--PERSONAL NAME |
Personal name |
Patel, Nitin R. |
700 1# - ADDED ENTRY--PERSONAL NAME |
Personal name |
Lichtendahl, Kenneth C., |
942 ## - ADDED ENTRY ELEMENTS (KOHA) |
Source of classification or shelving scheme |
Dewey Decimal Classification |
Koha item type |
General Books |
100 1# - MAIN ENTRY--PERSONAL NAME |
Dates associated with a name |
1971- |
Relator term |
author. |
650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM |
General subdivision |
Data processing. |
650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM |
General subdivision |
Computer programs. |
700 1# - ADDED ENTRY--PERSONAL NAME |
Dates associated with a name |
1953- |
Relator term |
author. |
700 1# - ADDED ENTRY--PERSONAL NAME |
Relator term |
author. |
700 1# - ADDED ENTRY--PERSONAL NAME |
Fuller form of name |
(Nitin Ratilal), |
Relator term |
author. |
700 1# - ADDED ENTRY--PERSONAL NAME |
Dates associated with a name |
1969- |
Relator term |
author. |
776 08 - ADDITIONAL PHYSICAL FORM ENTRY |
Display text |
Print version: |
Main entry heading |
Shmueli, Galit, 1971- author. |
Title |
Data mining for business analytics |
Place, publisher, and date of publication |
Hoboken, New Jersey : John Wiley & Sons, 2017 |
International Standard Book Number |
9781118879368 |
Record control number |
(DLC) 2017024503 |
906 ## - LOCAL DATA ELEMENT F, LDF (RLIN) |
a |
7 |
b |
cbc |
c |
origcop |
d |
1 |
e |
ecip |
f |
20 |
g |
y-gencatlg |