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|a Ensemble classification methods with applications in R /
|c edited by Esteban Alfaro, Matías Gámez and Noelia García.
|
| 264 |
|
1 |
|a Hoboken, NJ :
|b John Wiley & Sons, Inc.,
|c 2019.
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4 |
|c ©2019
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|a 1 online resource (xix, 200 pages)
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|a text
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|a Includes bibliographical references and index.
|
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0 |
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|a Limitation of the individual classifiers -- Ensemble classifiers methods -- Classification with individual and ensemble trees in R -- Bankrupcty prediction through ensemble trees -- Experiments with adabag in biology classification tasks -- Generalization bounds for ranking algorithms -- Classification and regression trees for analysing irrigation decisions -- Boosted rule learner and its properties -- Credit scoring with individuals and ensemble trees -- An overview of multiple classifier systems based on Generalized Additive Models.
|
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0 |
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|a Online resource; title from digital title page (viewed on October 17, 2018).
|
| 590 |
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|a O'Reilly
|b O'Reilly Online Learning: Academic/Public Library Edition
|
| 650 |
|
0 |
|a Machine learning
|x Statistical methods.
|
| 650 |
|
0 |
|a R (Computer program language)
|
| 650 |
|
6 |
|a Apprentissage automatique
|x Méthodes statistiques.
|
| 650 |
|
6 |
|a R (Langage de programmation)
|
| 650 |
|
7 |
|a COMPUTERS
|x General.
|2 bisacsh
|
| 650 |
|
7 |
|a Machine learning
|x Statistical methods.
|2 fast
|0 (OCoLC)fst01004801
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| 650 |
|
7 |
|a R (Computer program language)
|2 fast
|0 (OCoLC)fst01086207
|
| 700 |
1 |
|
|a Alfaro, Esteban,
|d 1977-
|e editor.
|
| 700 |
1 |
|
|a Gámez, Matías,
|d 1966-
|e editor.
|
| 700 |
1 |
|
|a García, Noelia,
|d 1973-
|e editor.
|
| 776 |
0 |
8 |
|i Print version:
|t Ensemble classification methods with applications in R.
|d Hoboken, NJ : John Wiley & Sons, 2018
|z 9781119421092
|w (DLC) 2018022257
|
| 856 |
4 |
0 |
|u https://learning.oreilly.com/library/view/~/9781119421092/?ar
|z Texto completo (Requiere registro previo con correo institucional)
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