Mercurial > hg > camir-ismir2012
diff toolboxes/FullBNT-1.0.7/KPMstats/mixgauss_classifier_apply.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 |
| parents | |
| children |
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--- /dev/null Thu Jan 01 00:00:00 1970 +0000 +++ b/toolboxes/FullBNT-1.0.7/KPMstats/mixgauss_classifier_apply.m Fri Aug 19 13:07:06 2016 +0200 @@ -0,0 +1,11 @@ +function [classHatTest, probPos] = mixgauss_classifier_apply(mixgauss, testFeatures) + +Bpos = mixgauss_prob(testFeatures, mixgauss.pos.mu, mixgauss.pos.Sigma, mixgauss.pos.prior); +Bneg = mixgauss_prob(testFeatures, mixgauss.neg.mu, mixgauss.neg.Sigma, mixgauss.neg.prior); +prior_pos = mixgauss.priorC(1); +prior_neg = mixgauss.priorC(2); +post = normalize([Bpos * prior_pos; Bneg * prior_neg], 1); +probPos = post(1,:)'; +[junk, classHatTest] = max(post); +classHatTest(find(classHatTest==2))=0; +classHatTest = classHatTest(:);