Data mining with R (Record no. 51409)

MARC details
000 -LEADER
fixed length control field 02667cam a2200277 a 4500
003 - CONTROL NUMBER IDENTIFIER
control field ISURa
008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION
fixed length control field 100921s2011 flua b 001 0 eng
020 ## - INTERNATIONAL STANDARD BOOK NUMBER
International Standard Book Number 9781439810187
International Standard Book Number 9781482334893
041 ## - LANGUAGE CODE
Language code of text/sound track or separate title English Language
082 00 - DEWEY DECIMAL CLASSIFICATION NUMBER
Classification number 006.312
Item number TOR
100 1# - MAIN ENTRY--PERSONAL NAME
Personal name Torgo, Luís
9 (RLIN) 72273
245 10 - TITLE STATEMENT
Title Data mining with R
Remainder of title learning with case studies
250 ## - EDITION STATEMENT
Edition statement 2nd ed.
260 ## - PUBLICATION, DISTRIBUTION, ETC. (IMPRINT)
Place of publication, distribution, etc New York
Name of publisher, distributor, etc CRC Press
Date of publication, distribution, etc 2017
300 ## - PHYSICAL DESCRIPTION
Extent xix, 405 p.
Other physical details some Colour
Dimensions 25 cm.
440 ## - SERIES STATEMENT/ADDED ENTRY--TITLE
Title Chapman & Hall/CRC data mining and knowledge discovery series
9 (RLIN) 72269
520 ## - SUMMARY, ETC.
Summary, etc "The versatile capabilities and large set of add-on packages make R an excellent alternative to many existing and often expensive data mining tools. Exploring this area from the perspective of a practitioner, Data mining with R: learning with case studies uses practical examples to illustrate the power of R and data mining. Assuming no prior knowledge of R or data mining/statistical techniques, the book covers a diverse set of problems that pose different challenges in terms of size, type of data, goals of analysis, and analytical tools. To present the main data mining processes and techniques, the author takes a hands-on approach that utilizes a series of detailed, real-world case studies: predicting algae blooms, predicting stock market returns, detecting fraudulent transactions, classifying microarray samples. With these case studies, the author supplies all necessary steps, code, and data. Resource: A supporting website mirrors the do-it-yourself approach of the text. It offers a collection of freely available R source files that encompass all the code used in the case studies. The site also provides the data sets from the case studies as well as an R package of several functions"--
Summary, etc "This hands-on book uses practical examples to illustrate the power of R and data mining. Assuming no prior knowledge of R or data mining/statistical techniques, it covers a diverse set of problems that pose different challenges in terms of size, type of data, goals of analysis, and analytical tools. The main data mining processes and techniques are presented through detailed, real-world case studies. With these case studies, the author supplies all necessary steps, code, and data. Mirroring the do-it-yourself approach of the text, the supporting website provides data sets and R code"--
650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name as entry element Data mining
Form subdivision Case studies.
9 (RLIN) 72270
Topical term or geographic name as entry element R (Computer program language)
9 (RLIN) 25134
Topical term or geographic name as entry element BUSINESS & ECONOMICS / Statistics
9 (RLIN) 72271
Topical term or geographic name as entry element COMPUTERS / General
9 (RLIN) 67663
Topical term or geographic name as entry element COMPUTERS / Database Management / Data Mining
9 (RLIN) 72272
942 ## - ADDED ENTRY ELEMENTS (KOHA)
Source of classification or shelving scheme Dewey Decimal Classification
Koha item type Lending Books
Holdings
Withdrawn status Lost status Source of classification or shelving scheme Damaged status Not for loan Collection code Home library Current library Shelving location Date acquired Cost, normal purchase price Total Checkouts Full call number Barcode Date last seen Price effective from Koha item type
    Dewey Decimal Classification     Lending Collection Applied Sciences Library Applied Sciences Library Lending Section 23/05/2019 12757.80   006.312 TOR 112964 24/05/2019 24/05/2019 Lending Books
    Dewey Decimal Classification     Reference Collection Applied Sciences Library Applied Sciences Library Reference Section 23/05/2019 12757.80   006.312 TOR 112965 24/05/2019 24/05/2019 Sheduled Reference