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PDF-BayesianAveragingofClassi ersandtheOver ttingProblemPedroDomingospedro PDF document

rectmodelpriortoseeingthedataLetnbethetrainingsetsizextheexamplesinthetrainingsetcthecorrespondingclasslabelsandhamodelorhypothesisinthemodelspaceHThenbyBayestheoremandassumingtheexample

rect"model priortoseeingthedata.Letnbethetrainingsetsize ~xtheexamplesinthetrainingset ~cthecorrespondingclasslabels andhamodel(orhypothesis)inthemodelspaceH.Then byBayes'theorem andassumingtheexample

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