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RapidMiner : data mining use cases and business analytics applications /
"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 Rapid...
| Clasificación: | Libro Electrónico |
|---|---|
| Otros Autores: | , |
| Formato: | Electrónico eBook |
| Idioma: | Inglés |
| Publicado: |
Boca Raton :
CRC Press,
[2013]
|
| Colección: | Chapman & Hall/CRC data mining and knowledge discovery series.
|
| Temas: | |
| Acceso en línea: | Texto completo (Requiere registro previo con correo institucional) |
MARC
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| 245 | 0 | 0 | |a RapidMiner : |b data mining use cases and business analytics applications / |c editors, Markus Hofmann, Ralf Klinkenberg. |
| 264 | 1 | |a Boca Raton : |b CRC Press, |c [2013] | |
| 264 | 4 | |c ©2014 | |
| 300 | |a 1 online resource (liv, 465 pages) : |b illustrations | ||
| 336 | |a text |b txt |2 rdacontent | ||
| 337 | |a computer |b c |2 rdamedia | ||
| 338 | |a online resource |b cr |2 rdacarrier | ||
| 490 | 1 | |a Chapman & Hall/CRC data mining and knowledge discovery series ; |v 33 | |
| 520 | |a "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" |c Provided by publisher. | ||
| 504 | |a Includes bibliographical references and index. | ||
| 588 | 0 | |a Print version record. | |
| 505 | 0 | |a 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. | |
| 590 | |a O'Reilly |b O'Reilly Online Learning: Academic/Public Library Edition | ||
| 630 | 0 | 7 | |a RapidMiner (Electronic resource) |2 blmlsh |
| 650 | 0 | |a Data mining. | |
| 650 | 2 | |a Data Mining | |
| 650 | 6 | |a Exploration de données (Informatique) | |
| 650 | 7 | |a COMPUTERS |x General. |2 bisacsh | |
| 650 | 7 | |a Data mining |2 fast | |
| 650 | 7 | |a Data Mining |2 gnd | |
| 650 | 7 | |a RapidMiner |2 gnd | |
| 700 | 1 | |a Hofmann, Markus |c (Computer scientist), |e editor. | |
| 700 | 1 | |a Klinkenberg, Ralf, |e editor. | |
| 730 | 0 | |a RapidMiner (Electronic resource) | |
| 776 | 0 | 8 | |i Print version: |t RapidMiner. |d Boca Raton : CRC Press, [2014?] |z 9781482205497 |w (DLC) 2013028521 |w (OCoLC)854512650 |
| 830 | 0 | |a Chapman & Hall/CRC data mining and knowledge discovery series. | |
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