MARC details
| 000 -LEADER |
|---|
| fixed length control field |
02961cam a22003977i 4500 |
| 001 - CONTROL NUMBER |
|---|
| control field |
20144943 |
| 005 - DATE AND TIME OF LATEST TRANSACTION |
|---|
| control field |
20220707140320.0 |
| 008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION |
|---|
| fixed length control field |
171116s2018 enkacd b 001 0 eng d |
| 010 ## - LIBRARY OF CONGRESS CONTROL NUMBER |
|---|
| LC control number |
2017961209 |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER |
|---|
| International Standard Book Number |
9780124166325 |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER |
|---|
| International Standard Book Number |
0124166326 |
| 035 ## - SYSTEM CONTROL NUMBER |
|---|
| System control number |
(OCoLC)on1012917853 |
| 040 ## - CATALOGING SOURCE |
|---|
| Original cataloging agency |
SISPL |
| Language of cataloging |
eng |
| Transcribing agency |
IIMV |
| Description conventions |
rda |
| Modifying agency |
SISPL |
| -- |
TXI |
| -- |
FIE |
| -- |
NJR |
| -- |
DLC |
| 042 ## - AUTHENTICATION CODE |
|---|
| Authentication code |
lccopycat |
| 050 00 - LIBRARY OF CONGRESS CALL NUMBER |
|---|
| Classification number |
QA76.9.D343 |
| Item number |
N58 2018 |
| 082 ## - DEWEY DECIMAL CLASSIFICATION NUMBER |
|---|
| Classification number |
006.312 |
| Item number |
NIS |
| 100 1# - MAIN ENTRY--PERSONAL NAME |
|---|
| Personal name |
Nisbet, Robert, |
| Relator term |
author. |
| 9 (RLIN) |
31821 |
| 245 10 - TITLE STATEMENT |
|---|
| Title |
Handbook of statistical analysis and data mining applications / |
| Statement of responsibility, etc. |
Robert Nisbet, Gary Miner, Ken Yale ; guest authors of selected chapters, John Elder, Andy Peterson. |
| 250 ## - EDITION STATEMENT |
|---|
| Edition statement |
Second edition. |
| 264 #1 - PRODUCTION, PUBLICATION, DISTRIBUTION, MANUFACTURE, AND COPYRIGHT NOTICE |
|---|
| Place of production, publication, distribution, manufacture |
London : |
| Name of producer, publisher, distributor, manufacturer |
Academic Press, |
| Date of production, publication, distribution, manufacture, or copyright notice |
[2018] |
| 300 ## - PHYSICAL DESCRIPTION |
|---|
| Extent |
xxix, 792 pages : |
| Other physical details |
color illustrations, charts (chiefly color), portraits (some color) ; |
| Dimensions |
25 cm |
| 336 ## - CONTENT TYPE |
|---|
| Content type term |
text |
| Content type code |
txt |
| Source |
rdacontent |
| 337 ## - MEDIA TYPE |
|---|
| Media type term |
unmediated |
| Media type code |
n |
| Source |
rdamedia |
| 338 ## - CARRIER TYPE |
|---|
| Carrier type term |
volume |
| Carrier type code |
nc |
| Source |
rdacarrier |
| 504 ## - BIBLIOGRAPHY, ETC. NOTE |
|---|
| Bibliography, etc. note |
Includes bibliographical references and index. |
| 505 0# - FORMATTED CONTENTS NOTE |
|---|
| Formatted contents note |
History of phases of data analysis, basic theory, and the data mining process -- The algorithms and methods in data mining and predictive analytics and some domain areas -- Tutorials and case studies -- Models ensembles, model complexity; using the right model for the right use, significance, ethics, and the future and advanced processes. |
| 520 ## - SUMMARY, ETC. |
|---|
| Summary, etc. |
Handbook of Statistical Analysis and Data Mining Applications, Second Edition, is a comprehensive professional reference book that guides business analysts, scientists, engineers and researchers, both academic and industrial, through all stages of data analysis, model building and implementation. The handbook helps users discern technical and business problems, understand the strengths and weaknesses of modern data mining algorithms and employ the right statistical methods for practical application. This book is an ideal reference for users who want to address massive and complex datasets with novel statistical approaches and be able to objectively evaluate analyses and solutions. It has clear, intuitive explanations of the principles and tools for solving problems using modern analytic techniques and discusses their application to real problems in ways accessible and beneficial to practitioners across several areas-from science and engineering, to medicine, academia and commerce. |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM |
|---|
| Topical term or geographic name entry element |
Data mining |
| General subdivision |
Statistical methods. |
| 9 (RLIN) |
31822 |
| 700 1# - ADDED ENTRY--PERSONAL NAME |
|---|
| Personal name |
Miner, Gary, |
| Relator term |
author. |
| 9 (RLIN) |
31823 |
| 700 1# - ADDED ENTRY--PERSONAL NAME |
|---|
| Personal name |
Yale, Ken, |
| Relator term |
author. |
| 9 (RLIN) |
31824 |
| 700 1# - ADDED ENTRY--PERSONAL NAME |
|---|
| Personal name |
Elder, John F. |
| Fuller form of name |
(John Fletcher), |
| Relator term |
writer of supplementary textual content. |
| 9 (RLIN) |
31825 |
| 700 1# - ADDED ENTRY--PERSONAL NAME |
|---|
| Personal name |
Peterson, Andrew F., |
| Dates associated with a name |
1960- |
| Relator term |
writer of supplementary textual content. |
| 9 (RLIN) |
31826 |
| 906 ## - LOCAL DATA ELEMENT F, LDF (RLIN) |
|---|
| a |
7 |
| b |
cbc |
| c |
copycat |
| d |
2 |
| e |
ncip |
| f |
20 |
| g |
y-gencatlg |
| 942 ## - ADDED ENTRY ELEMENTS (KOHA) |
|---|
| Source of classification or shelving scheme |
Dewey Decimal Classification |
| Koha item type |
Book |
