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|q (ebook)
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|a (OCoLC)794669892
|z (OCoLC)798055952
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|a Schapire, Robert E.
|
| 245 |
1 |
0 |
|a Boosting
|h [elektronický zdroj] :
|b foundations and algorithms /
|c Robert E. Schapire and Yoav Freund.
|
| 260 |
|
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|a Cambridge, MA :
|b MIT Press,
|c c2012.
|
| 300 |
|
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|a 1 online zdroj (xv, 526 p.) :
|b ill.
|
| 490 |
1 |
|
|a Adaptive computation and machine learning
|
| 504 |
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|a Includes bibliographical references and index.
|
| 505 |
0 |
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|a Foundations of machine learning -- Using AdaBoost to minimize training error -- Direct bounds on the generalization error -- The margins explanation for boosting's effectiveness -- Game theory, online learning, and boosting -- Loss minimization and generalizations of boosting -- Boosting, convex optimization, and information geometry -- Using confidence-rated weak predictions -- Multiclass classification problems -- Learning to rank -- Attaining the best possible accuracy -- Optimally efficient boosting -- Boosting in continuous time.
|
| 506 |
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|a Plný text je dostupný pouze z IP adres počítačů Univerzity Tomáše Bati ve Zlíně nebo vzdáleným přístupem pro zaměstnance a studenty univerzity
|
| 650 |
|
0 |
|a Boosting (Algorithms)
|
| 650 |
|
0 |
|a Supervised learning (Machine learning)
|
| 655 |
|
7 |
|a elektronické knihy
|7 fd186907
|2 czenas
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| 655 |
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9 |
|a electronic books
|2 eczenas
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| 700 |
1 |
|
|a Freund, Yoav.
|
| 776 |
0 |
8 |
|i Print version:
|a Schapire, Robert E.
|t Boosting.
|d Cambridge, MA : MIT Press, c2012
|z 9780262017183
|w (DLC) 2011038972
|w (OCoLC)758388404
|
| 830 |
|
0 |
|a Adaptive computation and machine learning.
|
| 856 |
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