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1、MachineLearningforHackersDrewConwayandJohnMylesWhiteBeijing•Cambridge•Farnham•Köln•Sebastopol•TokyoMachineLearningforHackersbyDrewConwayandJohnMylesWhiteCopyright©2012DrewConwayandJohnMylesWhite.Allrightsreserved.PrintedintheUnitedStatesofAmerica.PublishedbyO’ReillyMedia,Inc.,1005GravensteinHighwayN
2、orth,Sebastopol,CA95472.O’Reillybooksmaybepurchasedforeducational,business,orsalespromotionaluse.Onlineeditionsarealsoavailableformosttitles(http://my.safaribooksonline.com).Formoreinformation,contactourcorporate/institutionalsalesdepartment:(800)998-9938orcorporate@oreilly.com.Editor:JulieSteeleInd
3、exer:AngelaHowardProductionEditor:MelanieYarbroughCoverDesigner:KarenMontgomeryCopyeditor:Genevieved’EntremontInteriorDesigner:DavidFutatoProofreader:TeresaHortonIllustrator:RobertRomanoFebruary2012:FirstEdition.RevisionHistoryfortheFirstEdition:2012-02-06FirstreleaseSeehttp://oreilly.com/catalog/er
4、rata.csp?isbn=9781449303716forreleasedetails.NutshellHandbook,theNutshellHandbooklogo,andtheO’ReillylogoareregisteredtrademarksofO’ReillyMedia,Inc.MachineLearningforHackers,thecoverimageofagriffonvulture,andrelatedtradedressaretrademarksofO’ReillyMedia,Inc.Manyofthedesignationsusedbymanufacturersand
5、sellerstodistinguishtheirproductsareclaimedastrademarks.Wherethosedesignationsappearinthisbook,andO’ReillyMedia,Inc.,wasawareofatrademarkclaim,thedesignationshavebeenprintedincapsorinitialcaps.Whileeveryprecautionhasbeentakeninthepreparationofthisbook,thepublisherandauthorsassumenoresponsibilityfore
6、rrorsoromissions,orfordamagesresultingfromtheuseoftheinformationcon-tainedherein.ISBN:978-1-449-30371-6[LSI]1328629742TableofContentsPreface.....................................................................vii1.UsingR................................................................1RforMachineLear
7、ning2DownloadingandInstallingR5IDEsandTextEditors8LoadingandInstallingRPackages9RBasicsforMachineLearning12FurtherReadingonR272.DataExploration.......................................................29
