LEADER 00000cam a2200709 i 4500 003 OCoLC 005 20240129213017.0 006 m o d 007 cr ||||||||||| 008 180711t20192019njua ob 001 0 eng 010 2018033307 015 GBB8J4093|2bnb 016 7 019028792|2Uk 019 1049607349 020 9781119421573|q(electronic book) 020 1119421578|q(electronic book) 020 9781119421559|q(electronic book) 020 1119421551|q(electronic book) 020 |q(hardcover) 029 1 AU@|b000063629549 029 1 CHNEW|b001021083 029 1 CHVBK|b529704005 029 1 GBVCP|b1048685640 029 1 UKMGB|b019028792 035 (OCoLC)1044774979|z(OCoLC)1049607349 037 9781119421559|bWiley 040 DLC|beng|erda|cDLC|dN$T|dOCLCF|dYDX|dEBLCP|dDG1|dNLE|dYDX |dOCLCO|dUKMGB|dOCLCQ|dOCLCO|dOCLCQ|dOCLCO|dOCLCQ|dOCLCO |dOCLCL 042 pcc 049 INap 082 00 006.3/1 082 00 006.3/1|223 099 eBook O'Reilly for Public Libraries 245 00 Ensemble classification methods with applications in R / |cedited by Esteban Alfaro, Matías Gámez and Noelia García.|h[O'Reilly electronic resource] 264 1 Hoboken, NJ :|bJohn Wiley & Sons, Inc.,|c2019. 264 4 |c©2019 300 1 online resource (xix, 200 pages) 336 text|btxt|2rdacontent 337 computer|bc|2rdamedia 338 online resource|bcr|2rdacarrier 504 Includes bibliographical references and index. 505 0 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. 588 0 Online resource; title from digital title page (viewed on October 17, 2018). 590 O'Reilly|bO'Reilly Online Learning: Academic/Public Library Edition 650 0 Machine learning|xStatistical methods. 650 0 R (Computer program language) 650 6 Apprentissage automatique|xMéthodes statistiques. 650 6 R (Langage de programmation) 650 7 Machine learning|xStatistical methods|2fast 650 7 R (Computer program language)|2fast 700 1 Alfaro, Esteban,|d1977-|eeditor. 700 1 Gámez, Matías,|d1966-|eeditor. 700 1 García, Noelia,|d1973-|eeditor. 776 08 |iPrint version:|tEnsemble classification methods with applications in R.|dHoboken, NJ : John Wiley & Sons, 2018 |z9781119421092|w(DLC) 2018022257 856 40 |uhttps://ezproxy.naperville-lib.org/login?url=https:// learning.oreilly.com/library/view/~/9781119421092/?ar |zAvailable on O'Reilly for Public Libraries 938 EBSCOhost|bEBSC|n1874628 938 YBP Library Services|bYANK|n15659385 938 YBP Library Services|bYANK|n15666202 938 YBP Library Services|bYANK|n15964220 994 92|bJFN