| 000 | 02365nmm a2200397 a 4500 | ||
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| 001 | 00011325 | ||
| 003 | WSP | ||
| 005 | 20240731095201.0 | ||
| 007 | cr |uu|||uu||| | ||
| 008 | 190228s2019 si a ob 001 0 eng d | ||
| 040 |
_aWSPC _beng _cWSPC |
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| 020 |
_a9789811201967 _q(ebook) |
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| 020 |
_z9789811201950 _q(hbk.) |
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| 050 | 0 | 4 |
_aTK7882.P3 _bR65 2019 |
| 082 | 0 | 4 |
_a621.389/28 _223 |
| 100 | 1 |
_aRokach, Lior. _93909 |
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| 245 | 1 | 0 |
_aEnsemble learning _h[electronic resource] : _bpattern classification using ensemble methods / _cLior Rokach. |
| 246 | 3 | 0 | _aPattern classification using ensemble methods |
| 250 | _a2nd ed. | ||
| 260 |
_aSingapore : _bWorld Scientific Publishing Co. Pte Ltd., _c©2019. |
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| 300 |
_a1 online resource (300 p.) : _bill. |
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| 490 | 1 |
_aSeries in machine perception and artificial intelligence ; _vv. 85 |
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| 538 | _aMode of access: World Wide Web. | ||
| 538 | _aSystem requirements: Adobe Acrobat Reader. | ||
| 588 | _aTitle from web page (viewed February 28, 2019) | ||
| 500 | _a2010 ed. entitled: Pattern classification using ensemble methods. | ||
| 504 | _aIncludes bibliographical references and index. | ||
| 520 |
_a"This updated compendium provides a methodical introduction with a coherent and unified repository of ensemble methods, theories, trends, challenges, and applications. More than a third of this edition comprised of new materials, highlighting descriptions of the classic methods, and extensions and novel approaches that have recently been introduced. Along with algorithmic descriptions of each method, the settings in which each method is applicable and the consequences and tradeoffs incurred by using the method is succinctly featured. R code for implementation of the algorithm is also emphasized. The unique volume provides researchers, students and practitioners in industry with a comprehensive, concise and convenient resource on ensemble learning methods."-- _cPublisher's website. |
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| 650 | 0 |
_aPattern recognition systems. _93953 |
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| 650 | 0 |
_aAlgorithms. _93390 |
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| 650 | 0 |
_aMachine learning. _91831 |
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| 655 | 0 |
_aElectronic books. _93294 |
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| 830 | 0 |
_aSeries in machine perception and artificial intelligence ; _vv. 85. _9178297 |
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| 856 | 4 | 0 |
_uhttps://www.worldscientific.com/worldscibooks/10.1142/11325#t=toc _zAccess to full text is restricted to subscribers. |
| 942 | _cEBK | ||
| 999 |
_c97741 _d97741 |
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