Data mining and statistics for decision making / (Record no. 1289)
[ view plain ]
| 000 -LEADER | |
|---|---|
| fixed length control field | 02582cam a22003614a 4500 |
| 001 - CONTROL NUMBER | |
| control field | 8834304 |
| 003 - CONTROL NUMBER IDENTIFIER | |
| control field | BD-DhUL |
| 005 - DATE AND TIME OF LATEST TRANSACTION | |
| control field | 20150204110936.0 |
| 006 - FIXED-LENGTH DATA ELEMENTS--ADDITIONAL MATERIAL CHARACTERISTICS | |
| fixed length control field | m d |
| 007 - PHYSICAL DESCRIPTION FIXED FIELD--GENERAL INFORMATION | |
| fixed length control field | cr n |
| 008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION | |
| fixed length control field | 100920s2011 enka b 001 0 eng d |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
| International Standard Book Number | 9780470688298 (hardback) |
| 035 ## - SYSTEM CONTROL NUMBER | |
| System control number | (WaSeSS)ssj0000476890 |
| 040 ## - CATALOGING SOURCE | |
| Original cataloging agency | DLC |
| Transcribing agency | DLC |
| Modifying agency | YDX |
| -- | YDXCP |
| -- | IUL |
| -- | CDX |
| -- | DLC |
| -- | WaSeSS |
| -- | BD-DhUL |
| 042 ## - AUTHENTICATION CODE | |
| Authentication code | pcc |
| 050 #4 - LIBRARY OF CONGRESS CALL NUMBER | |
| Classification number | QA76.9.D343 |
| Item number | T84 2011 |
| 082 00 - DEWEY DECIMAL CLASSIFICATION NUMBER | |
| Classification number | 006.312 |
| Edition number | 22 |
| Item number | TUD |
| 100 1# - MAIN ENTRY--PERSONAL NAME | |
| Personal name | Tuffery, Stéphane. |
| 210 10 - ABBREVIATED TITLE | |
| Abbreviated title | Data mining and statistics for decision making |
| 245 10 - TITLE STATEMENT | |
| Title | Data mining and statistics for decision making / |
| Statement of responsibility, etc. | Stéphane Tufféry. |
| 260 ## - PUBLICATION, DISTRIBUTION, ETC. (IMPRINT) | |
| Place of publication, distribution, etc. | Chichester, West Sussex ; |
| -- | Hoboken, NJ. : |
| Name of publisher, distributor, etc. | Wiley, |
| Date of publication, distribution, etc. | 2011. |
| 300 ## - PHYSICAL DESCRIPTION | |
| Extent | xv, 689 p.: |
| Other physical details | ill. ; |
| Dimensions | 25 cm. |
| 365 ## - TRADE PRICE | |
| Price type code | US$ |
| Price amount | 89.96 |
| 490 1# - SERIES STATEMENT | |
| Series statement | Wiley series in computational statistics |
| 504 ## - BIBLIOGRAPHY, ETC. NOTE | |
| Bibliography, etc | Includes bibliographical references and index. |
| 505 0# - FORMATTED CONTENTS NOTE | |
| Formatted contents note | Overview of data mining -- The development of a data mining study -- Data exploration and preparation -- Using commercial data -- Statistical and data mining software -- An outline of data mining methods -- Factor analysis -- Neural networks -- Cluster analysis -- Association analysis -- Classification and prediction methods -- An application of data mining: scoring -- Factors for success in a data mining project -- Text mining -- Web mining -- Appendix A: Elements of statistics -- Appendix B: further reading. |
| 506 ## - RESTRICTIONS ON ACCESS NOTE | |
| Terms governing access | License restrictions may limit access. |
| 520 ## - SUMMARY, ETC. | |
| Summary, etc. | "This practical guide to understanding and implementing data mining techniques discusses traditional methods--cluster analysis, factor analysis, linear regression, PLS regression, and generalized linear models--and recent methods--bagging and boosting, decision trees, neural networks, support vector machines, and genetic algorithm. The book focuses largely on credit scoring, one of the most common applications of predictive techniques, but also includes other descriptive techniques, such as customer segmentation. It also covers data mining with R, provides a comparison of SAS and SPSS, and includes an appendix presenting the necessary statistical background"-- |
| Assigning source | Provided by publisher. |
| 520 ## - SUMMARY, ETC. | |
| Summary, etc. | "Data Mining is a practical guide to understanding and implementing data mining techniques, featuring traditional methods such as cluster analysis, factor analysis, linear regression, PLS regression and generalised linear models"-- |
| Assigning source | Provided by publisher. |
| 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 | Statistical decision. |
| 942 ## - ADDED ENTRY ELEMENTS (KOHA) | |
| Source of classification or shelving scheme | |
| Koha item type | Books |
| Price effective from | Date last seen | Permanent Location | Not for loan | Date acquired | Source of classification or shelving scheme | Koha item type | Lost status | Withdrawn status | Source of acquisition | Collection code | Damaged status | Shelving location | Barcode | Current Location | Full call number |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 2014-08-08 | 2014-08-08 | Dhaka University Science Library | 2012-10-07 | Books | purchased | Non Fiction | General Stacks | 475627 | Dhaka University Science Library | 006.312 TUD |