LinearProgrammingBoostingforUnevenDatasetsJurijLeskovecJurij.Leskovec@ - PDF document

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Uploaded On 2016-08-18

LinearProgrammingBoostingforUnevenDatasetsJurijLeskovecJurij.Leskovec@ - PPT Presentation

GivenandatrainingsetSx1y1xmymwherexi2Xyi2f11gInitialiseD1iwifyi1welsewherewwandPm1D1i1Fort1TPassdistributionDttoweaklearnerGetweakhypothesishtXRChooset2RUp ID: 451278

Givenandatrainingset:S=(x1;y1);:::;(xm;ym)wherexi2X;yi2f1;+1gInitialise:D1(i)=w+ifyi=+1welsewherew+w=andPm=1D1(i)=1Fort=1;:::;T:PassdistributionDttoweaklearnerGetweakhypothesisht:X!RChooset2RUp

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