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BayesClassierlogP(Y=1jX1;:::;Xp) BayesClassierlogP(Y=1jX1;:::;Xp)

BayesClassi erlogP(Y=1jX1;:::;Xp) - PDF document

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Uploaded On 2017-02-24

BayesClassi erlogP(Y=1jX1;:::;Xp) - PPT Presentation

PY0jX1XplogPY1 PY0pXj1logfxjjY1 fxjjY0wherefxjjYistheconditionaldensityofXjTheconditionaldensitiescanbeestimatedseparatelyusingnonparametricunivariatedensityestimationJoin ID: 519014

P(Y=0jX1;:::;Xp)=logP(Y=1) P(Y=0)+pXj=1logf(xjjY=1) f(xjjY=0);wheref(xjjY)istheconditionaldensityofXj.Theconditionaldensitiescanbeestimatedseparatelyusingnon-parametricunivariatedensityestimation.Join

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