Mercurial > hg > camir-aes2014
diff toolboxes/FullBNT-1.0.7/KPMstats/mixgauss_classifier_apply.m @ 0:e9a9cd732c1e tip
first hg version after svn
| author | wolffd |
|---|---|
| date | Tue, 10 Feb 2015 15:05:51 +0000 |
| 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 Tue Feb 10 15:05:51 2015 +0000 @@ -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(:);