| 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 |
