Coverart for item
The Resource RapidMiner : data mining use cases and business analytics applications, editors, Markus Hofmann, Ralf Klinkenberg

RapidMiner : data mining use cases and business analytics applications, editors, Markus Hofmann, Ralf Klinkenberg

Label
RapidMiner : data mining use cases and business analytics applications
Title
RapidMiner
Title remainder
data mining use cases and business analytics applications
Statement of responsibility
editors, Markus Hofmann, Ralf Klinkenberg
Contributor
Editor
Subject
Language
eng
Summary
"RapidMiner is one of the most widely used open source data mining solutions worldwide. This book provides an application use casebased introduction to data mining and to RapidMiner (and RapidAnalytics.) It presents many different applications of data mining and how to implement them with RapidMiner, and it allows readers to get started with their own data mining applications with RapidMiner, or other similar tools. The software, the data sets, and RapidMiner data mining processes used and discussed in the book are made available to readers"
Member of
Assigning source
Provided by publisher
Cataloging source
CUS
http://bibfra.me/vocab/lite/collectionName
RapidMiner (Electronic resource)
Dewey number
006.312
Illustrations
illustrations
Index
index present
LC call number
QA76.9.D343
LC item number
R36 2013
Literary form
non fiction
Nature of contents
  • dictionaries
  • bibliography
NLM call number
QA76.9.D343
http://library.link/vocab/relatedWorkOrContributorName
  • Hofmann, Markus
  • Klinkenberg, Ralf
Series statement
Chapman & Hall/CRC data mining and knowledge discovery series
Series volume
33
http://library.link/vocab/subjectName
  • Data mining
  • Data Mining
  • COMPUTERS
  • Data mining
  • Data Mining
  • RapidMiner
Label
RapidMiner : data mining use cases and business analytics applications, editors, Markus Hofmann, Ralf Klinkenberg
Instantiates
Publication
Copyright
Bibliography note
Includes bibliographical references and index
Carrier category
online resource
Carrier category code
  • cr
Carrier MARC source
rdacarrier
Content category
text
Content type code
  • txt
Content type MARC source
rdacontent
Contents
1. Introduction to data mining and RapidMiner -- 2. Basic classification use cases for credit approval and in education -- 3. Marketing, cross-selling, and recommender system use cases -- 4. Clustering in medical and educational domains -- 5. Text mining : spam detection, language detection, and customer feedback analysis -- 6. Feature selection and classification in astroparticle physics and in medical domains -- 7. Molecular structure- and property-activity relationship modeling in biochemistry and medicine -- 8. Image mining : feature extraction, segmentation, and classification -- 9. Anomaly detection, instance selection, and prototype construction -- 10. Meta-learning, automated learner selection, feature selection, and parameter optimization
Control code
862828364
Extent
1 online resource (liv, 465 pages)
Form of item
online
Isbn
9781482205503
Lccn
2013028521
Media category
computer
Media MARC source
rdamedia
Media type code
  • c
Other physical details
illustrations.
http://library.link/vocab/ext/overdrive/overdriveId
cl0500000381
Specific material designation
remote
System control number
(OCoLC)862828364
Label
RapidMiner : data mining use cases and business analytics applications, editors, Markus Hofmann, Ralf Klinkenberg
Publication
Copyright
Bibliography note
Includes bibliographical references and index
Carrier category
online resource
Carrier category code
  • cr
Carrier MARC source
rdacarrier
Content category
text
Content type code
  • txt
Content type MARC source
rdacontent
Contents
1. Introduction to data mining and RapidMiner -- 2. Basic classification use cases for credit approval and in education -- 3. Marketing, cross-selling, and recommender system use cases -- 4. Clustering in medical and educational domains -- 5. Text mining : spam detection, language detection, and customer feedback analysis -- 6. Feature selection and classification in astroparticle physics and in medical domains -- 7. Molecular structure- and property-activity relationship modeling in biochemistry and medicine -- 8. Image mining : feature extraction, segmentation, and classification -- 9. Anomaly detection, instance selection, and prototype construction -- 10. Meta-learning, automated learner selection, feature selection, and parameter optimization
Control code
862828364
Extent
1 online resource (liv, 465 pages)
Form of item
online
Isbn
9781482205503
Lccn
2013028521
Media category
computer
Media MARC source
rdamedia
Media type code
  • c
Other physical details
illustrations.
http://library.link/vocab/ext/overdrive/overdriveId
cl0500000381
Specific material designation
remote
System control number
(OCoLC)862828364

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