| 000 -LEADER |
|---|
| fixed length control field |
02178nam a22003497a 4500 |
| 003 - CONTROL NUMBER IDENTIFIER |
|---|
| control field |
OSt |
| 005 - DATE AND TIME OF LATEST TRANSACTION |
|---|
| control field |
20230210182821.0 |
| 008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION |
|---|
| fixed length control field |
230118b xxu||||| |||| 00| 0 eng d |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER |
|---|
| International Standard Book Number |
9781119519669 [paperback] |
| 040 ## - CATALOGING SOURCE |
|---|
| Original cataloging agency |
University of Cebu-Banilad Campus |
| Transcribing agency |
University of Cebu-Banilad Campus |
| 082 ## - DEWEY DECIMAL CLASSIFICATION NUMBER |
|---|
| Classification number |
650 Sh69 2018 |
| 100 ## - MAIN ENTRY--PERSONAL NAME |
|---|
| Personal name |
Shmueli, Galit. |
| Relator term |
author. |
| 245 ## - TITLE STATEMENT |
|---|
| Title |
Data mining for business analytics : |
| Remainder of title |
concepts, techniques, and applications with XLMiner / |
| Statement of responsibility, etc |
Galit Shmueli, Peter C. Bruce, Nitin R. Patel. |
| 250 ## - EDITION STATEMENT |
|---|
| Edition statement |
Third edition. |
| 260 ## - PUBLICATION, DISTRIBUTION, ETC. (IMPRINT) |
|---|
| Place of publication, distribution, etc |
Hoboken, NJ : |
| Name of publisher, distributor, etc |
John Wiley & Sons, Inc., |
| Date of publication, distribution, etc |
c2018. |
| 300 ## - PHYSICAL DESCRIPTION |
|---|
| Extent |
xxxi, 514 pages : |
| Other physical details |
illustrations ; |
| 336 ## - |
|---|
| -- |
rdacontent |
| -- |
text |
| 337 ## - |
|---|
| -- |
rdamedia |
| -- |
unmediated |
| 338 ## - |
|---|
| -- |
rdacarrier |
| -- |
volume |
| 504 ## - BIBLIOGRAPHY, ETC. NOTE |
|---|
| Bibliography, etc |
Includes bibliographical references and index. |
| 505 ## - FORMATTED CONTENTS NOTE |
|---|
| Formatted contents note |
Contents: Chapter 1 Introduction -- Chapter 2 Overview of the data mining process -- Chapter 3 Data visualization -- Chapter 4 Dimension reduction -- Chapter 5 Evaluating predictive performance -- Chapter 6 Multiple linear regression -- Chapter 7 k-Nearest-neighbors (k-NN) -- Chapter 8 The naive bayes classifier -- Chapter 9 Classification and regression tress -- Chapter 10 Logistic regression -- Chapter 11 Neural nets -- Chapter 12 Discrmininant analysis -- Chapter 13 Combining methods: ensembles and uplift modeling -- Chapter 14 Association rules and collaborative filtering -- Chapter 15 Cluster analysis -- Chapter 16 Handling time series -- Chapter 17 Regression-based forecasting -- Chapter 18 Smoothing methods -- Chapter 19 Social network analytics -- Chapter 20 Text mining -- Chapter 21 Cases. |
| 541 ## - IMMEDIATE SOURCE OF ACQUISITION NOTE |
|---|
| -- |
Moma Ortega |
| -- |
Computer Studies, Information Technology, Information Systems and Animation |
| -- |
Computer Studies : Information Technology |
| 541 ## - IMMEDIATE SOURCE OF ACQUISITION NOTE |
|---|
| -- |
Christopher Biore |
| -- |
Business and Accountancy |
| -- |
BSBA-Marketing Management |
| 546 ## - LANGUAGE NOTE |
|---|
| Language note |
English |
| 650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM |
|---|
| Topical term or geographic name as entry element |
Business |
| General subdivision |
Data processing. |
| 650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM |
|---|
| Topical term or geographic name as entry element |
Data mining. |
| 700 ## - ADDED ENTRY--PERSONAL NAME |
|---|
| Personal name |
Bruce, Peter C. |
| Relator term |
author |
| 700 ## - ADDED ENTRY--PERSONAL NAME |
|---|
| Personal name |
Patel, Nitin R. |
| Relator term |
author |
| 942 ## - ADDED ENTRY ELEMENTS (KOHA) |
|---|
| Source of classification or shelving scheme |
|
| Koha item type |
Book |
| 998 ## - LOCAL CONTROL INFORMATION (RLIN) |
|---|
| Cataloger's initials, CIN (RLIN) |
Aillen[new] |
| First Date, FD (RLIN) |
01/18/2023 |
| 998 ## - LOCAL CONTROL INFORMATION (RLIN) |
|---|
| Cataloger's initials, CIN (RLIN) |
Aillen[added] |
| First Date, FD (RLIN) |
01/26/2023 |
