Data mining for business analytics : (Record no. 29817)

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
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
Holdings
Withdrawn status Lost status Source of classification or shelving scheme Damaged status Not for loan Collection code Permanent Location Location Shelving location Date of Cataloging Total Checkouts Full call number Barcode Checked out Date last seen Date checked out Price effective from Koha item type
          Non-fiction CUTN Central Library CUTN Central Library Generalia 2019-08-20 1 005.54 SHM 37480 2019-12-13 2019-11-15 2019-11-15 2019-08-20 General Books

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