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Prndcj1r dcj1rnwc w Pmnmc mwhereUisthesetofhyperparametersndcj1cjisthenumberoftimesnodecjisvisitedfromitsparentcj1fordocumentdnwcisthenumberoftimeswordwisassignedtonodec

Pr(n(d)cj1;r+ (d;cj1)r)!n(w)c+ w Pm(n(m)c+ m)whereUisthesetofhyperparameters;n(d)cj1;cjisthenum-beroftimesnodecjisvisitedfromitsparentcj1fordoc-umentd;n(w)cisthenumberoftimeswordwisassignedtonodec

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