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PDF-JournalofMachineLearningResearch8(2007)1519-1555Submitted7/06;Revised1

PDF-JournalofMachineLearningResearch8(2007)1519-1555Submitted7/06;Revised1

KOHKIMANDBOYDtheconditionalprobabilityofoutcomeb1is111e073andtheconditionalprobabilityofb1is11e027OnthehyperplanewTxv1theseconditionalprobabilitiesarereversedAswTxvincreasesab

KOH KIMANDBOYDtheconditionalprobabilityofoutcomeb=1is1=(1+1=e)0:73 andtheconditionalprobabilityofb=1is1=(1+e)0:27.OnthehyperplanewTx+v=1 theseconditionalprobabilitiesarereversed.AswTx+vincreasesab

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JournalofMachineLearningResearch8(2007)1519-1555Submitted7/06;Revised1: Transcript

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