annotate toolboxes/FullBNT-1.0.7/KPMstats/logist2Apply.m @ 0:cc4b1211e677 tip

initial commit to HG from Changeset: 646 (e263d8a21543) added further path and more save "camirversion.m"
author Daniel Wolff
date Fri, 19 Aug 2016 13:07:06 +0200
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Daniel@0 1 function p = logist2Apply(beta, x)
Daniel@0 2 % LOGIST2APPLY 2 class logistic regression: compute posterior prob of class 1
Daniel@0 3 % function p = logist2Apply(beta, x)
Daniel@0 4 %
Daniel@0 5 % x(:,i) - each COLUMN is a test case; we append 1s automatically, if appropriate
Daniel@0 6
Daniel@0 7 [D Ncases] = size(x);
Daniel@0 8 if length(beta)==D+1
Daniel@0 9 F = [x; ones(1,Ncases)];
Daniel@0 10 else
Daniel@0 11 F = x;
Daniel@0 12 end
Daniel@0 13 p = 1./(1+exp(-beta(:)'*F));