Data Mining With Decision Trees: Theory And Applications (2nd Edition) (Series In Machine Perception And Artificial Intelligence) por Maimon Oded Z

Data Mining With Decision Trees: Theory And Applications (2nd Edition) (Series In Machine Perception And Artificial Intelligence) por Maimon Oded Z
Titulo del libro : Data Mining With Decision Trees: Theory And Applications (2nd Edition) (Series In Machine Perception And Artificial Intelligence)
Fecha de lanzamiento : September 3, 2014
Autor : Maimon Oded Z
Número de páginas : 328
ISBN : 9789814590075
Editor : World Scientific

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Maimon Oded Z con Data Mining With Decision Trees: Theory And Applications (2nd Edition) (Series In Machine Perception And Artificial Intelligence)

Páginas:330Géneros:12:UNF:Datamining12:UFM:Mathematical&statisticalsoftware12:UYT:ImageprocessingSinopsis: ,Decisiontreeshavebecomeoneofthemostpowerfulandpopularapproachesinknowledgediscoveryanddatamining,itisthescienceofexploringlargeandcomplexbodiesofdatainordertodiscoverusefulpatterns.Decisiontreelearningcontinuestoevolveovertime.Existingmethodsareconstantlybeingimprovedandnewmethodsintroduced.This2ndEditionisdedicatedentirelytothefieldofdecisiontreesindatamining,tocoverallaspectsofthisimportanttechnique,aswellasimprovedornewmethodsandtechniquesdevelopedafterthepublicationofourfirstedition.Inthisnewedition,allchaptershavebeenrevisedandnewtopicsbroughtin.NewtopicsincludeCost-SensitiveActiveLearning,LearningwithUncertainandImbalancedData,UsingDecisionTreesbeyondClassificationTasks,PrivacyPreservingDecisionTreeLearning,LessonsLearnedfromComparativeStudies,andLearningDecisionTreesforBigData.Awalk-throughguidetoexistingopen-sourcedataminingsoftwareisalsoincludedinthisedition.Thisbookinvitesreaderstoexplorethemanybenefitsindataminingthatdecisiontreesoffer