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functionsaresquaredlossLtyty2absolutelossLtyjtyjandzeroonelossLty0ifytLty1otherwiseThegoaloflearningcanbestatedasproducingamodelwiththesmallestpossiblelossieamodelt

functionsaresquaredloss(L(t;y)=(ty)2) absoluteloss(L(t;y)=jtyj) andzero-oneloss(L(t;y)=0ify=t L(t;y)=1otherwise).Thegoaloflearningcanbestatedasproducingamodelwiththesmallestpossibleloss;i.e. amodelt

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