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1、UseR!SeriesEditors:RobertGentlemanKurtHornikGiovanniG.ParmigianiForfurthervolumes:http://www.springer.com/series/6991GrahamWilliamsDataMiningwithRattleandRTheArtofExcavatingDataforKnowledgeDiscoveryGrahamWilliamsTogawarePtyLtdPOBox655JamisonCentreACT,2614AustraliaGraha.Williams@togawa
2、re.commSeriesEditors:RobertGentlemanKurtHornikPrograminComputationalBiologyDepartmentofStatistikandMathematikDivisionofPublicHealthSciencesWirtschaftsuniversitätWienFredHutchinsonCancerResearchCenterAugasse2-61100FairviewAvenue,N.M2-B876A-1090WienSeattle,Washington98109AustriaUSAGiova
3、nniG.ParmigianiTheSidneyKimmelComprehensiveCancerCenteratJohnsHopkinsUniversity550NorthBroadwayBaltimore,MD21205-2011USAISBN978-1-4419-9889-7e-ISBN978-1-4419-9890-3DOI10.1007/978-1-4419-9890-3SpringerNewYorkDordrechtHeidelbergLondonLibraryofCongressControlNumber:2011934490©SpringerSci
4、ence+BusinessMedia,LLC2011Allrightsreserved.Thisworkmaynotbetranslatedorcopiedinwholeorinpartwithoutthewrittenpermissionofthepublisher(SpringerScience+BusinessMedia,LLC,233SpringStreet,NewYork,NY10013,USA),exceptforbriefexcerptsinconnectionwithreviewsorscholarlyanalysis.Useinconnectio
5、nwithanyformofinformationstorageandretrieval,electronicadaptation,computersoftware,orbysimilarordissimilarmethodologynowknownorhereafterdevelopedisforbidden.Theuseinthispublicationoftradenames,trademarks,servicemarks,andsimilarterms,eveniftheyarenotidentifiedassuch,isnottobetakenasane
6、xpressionofopinionastowhetherornottheyaresubjecttoproprietaryrights.Printedonacid-freepaperSpringerispartofSpringerScience+BusinessMedia(www.springer.com)ToCatharinaPrefaceKnowledgeleadstowisdomandbetterunderstanding.Dataminingbuildsknowledgefrominformation,addingvaluetotheever-increa
7、singstoresofelectronicdatathataboundtoday.Emergingfromthedatabasecommunityinthelate1980s'datamininggrewquicklytoencompassresearchersandtechnologiesfrommachinelearning,high-performancecomputing,visualisation,andstatistics,recognisingthegrowingoppor-tunitytoaddvaluetodata.Today,thismult
8、idisc
