| 000 | 02738nam a2200361Ia 4500 | ||
|---|---|---|---|
| 001 | CAH0KE13702PDF | ||
| 003 | BD-DhSAU | ||
| 005 | 20151012144310.0 | ||
| 006 | m|||||o||d|||||||| | ||
| 007 | cr|||| | ||
| 008 | 110428s2011 fluad sb 001 0 eng d | ||
| 020 | _a9781439876404 (ebook : PDF) | ||
| 040 |
_aBD-DhSAU _cBD-DhSAU |
||
| 090 |
_aQA76.9.D343 _bT67 2011 |
||
| 092 |
_a006.312 _bT682 |
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| 100 | 1 | _aTorgo, Lu�is. | |
| 245 | 1 | 0 |
_aData mining with R _h[electronic resource] : _blearning with case studies / _cLu�is Torgo. |
| 260 |
_aBoca Raton : _bChapman and Hall/CRC, _c2011. |
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| 300 |
_axv, 289 p. : _bill. |
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| 490 | 1 | _aChapman & Hall/CRC data mining and knowledge discovery series | |
| 500 | _a"A Chapman & Hall book." | ||
| 504 | _aIncludes bibliographical references (p. 269-277) and indexes. | ||
| 505 | 0 | _a1. Introduction -- 2. Predicting algae blooms -- 3. Predicting stock market returns -- 4. Detecting fraudulent transactions -- 5. Classifying microarray samples. | |
| 520 |
_a"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"-- _cProvided by publisher. |
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| 530 | _aAlso available in print edition. | ||
| 538 | _aMode of access: World Wide Web. | ||
| 650 | 0 |
_aData mining _vCase studies. |
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| 650 | 0 | _aR (Computer program language) | |
| 655 | 7 |
_aElectronic books. _2lcsh |
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| 776 | 1 | _z9781439810187 | |
| 830 | 0 | _aChapman & Hall/CRC data mining and knowledge discovery series. | |
| 856 | 4 | 0 |
_uhttp://marc.crcnetbase.com/isbn/9781439876404 _qapplication/PDF |
| 999 |
_c12166 _d12165 |
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