10_Python Machine Learning

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1、www.it-ebooks.infoPythonMachineLearningUnlockdeeperinsightsintomachinelearningwiththisvitalguidetocutting-edgepredictiveanalyticsSebastianRaschkaBIRMINGHAM-MUMBAIwww.it-ebooks.infoPythonMachineLearningCopyright©2015PacktPublishingAllrightsreserved.Nopartofthisbookmaybereproduced,storedinar

2、etrievalsystem,ortransmittedinanyformorbyanymeans,withoutthepriorwrittenpermissionofthepublisher,exceptinthecaseofbriefquotationsembeddedincriticalarticlesorreviews.Everyefforthasbeenmadeinthepreparationofthisbooktoensuretheaccuracyoftheinformationpresented.However,theinformationcontainedi

3、nthisbookissoldwithoutwarranty,eitherexpressorimplied.Neithertheauthor,norPacktPublishing,anditsdealersanddistributorswillbeheldliableforanydamagescausedorallegedtobecauseddirectlyorindirectlybythisbook.PacktPublishinghasendeavoredtoprovidetrademarkinformationaboutallofthecompaniesandprodu

4、ctsmentionedinthisbookbytheappropriateuseofcapitals.However,PacktPublishingcannotguaranteetheaccuracyofthisinformation.Firstpublished:September2015Productionreference:1160915PublishedbyPacktPublishingLtd.LiveryPlace35LiveryStreetBirminghamB32PB,UK.ISBN978-1-78355-513-0www.packtpub.comwww.i

5、t-ebooks.infoCreditsAuthorCopyEditorsSebastianRaschkaRoshniBanerjeeStephanCopestakeReviewersRichardDuttonProjectCoordinatorDaveJulianKinjalBariVahidMirjaliliHamidrezaSattariProofreaderSafisEditingDmytroTaranovskyIndexerCommissioningEditorHemanginiBariAkkramHussainGraphicsAcquisitionEditors

6、SheetalAuteRebeccaYoueAbhinashSahuMeetaRajaniProductionCoordinatorContentDevelopmentEditorShantanuN.ZagadeRiddhiTuljapurkarCoverWorkTechnicalEditorsShantanuN.ZagadeMadhunikitaSunilChindarkarTaabishKhanwww.it-ebooks.infowww.it-ebooks.infoForewordWeliveinthemidstofadatadeluge.Accordingtorece

7、ntestimates,2.5quintillion(1018)bytesofdataaregeneratedonadailybasis.Thisissomuchdatathatover90percentoftheinformationthatwestorenowadayswasgeneratedinthepastdecadealone.Unfortunately,mostofthisinformationcannotbeusedbyhumans.Eitherthedataisbeyondthemeansofsta