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Ensemble classification methods with...
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Alfaro, Esteban, (1977-)
Ensemble classification methods with applications in R /
紀錄類型:
書目-語言資料,印刷品 : Monograph/item
正題名/作者:
Ensemble classification methods with applications in R /edited by Esteban Alfaro, Matías Gámez, Noelia García.
其他作者:
Alfaro, Esteban,
出版者:
Hoboken, NJ :John Wiley & Sons,2019.
面頁冊數:
xix, 200 p. :ill. ;26 cm.
標題:
Machine learningStatistical methods.
ISBN:
9781119421092 :
Ensemble classification methods with applications in R /
Ensemble classification methods with applications in R /
edited by Esteban Alfaro, Matías Gámez, Noelia García. - Hoboken, NJ :John Wiley & Sons,2019. - xix, 200 p. :ill. ;26 cm.
Includes bibliographical references and index.
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 GAM.
ISBN: 9781119421092 :$125
Patent No.: cam a2200229 a 450
LCCN: 2018022257Subjects--Topical Terms:
305185
Machine learning
--Statistical methods.
LC Class. No.: Q325.5 / E59 2019
Dewey Class. No.: 006.3/1
Ensemble classification methods with applications in R /
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