Mercurial > hg > camir-ismir2012
comparison toolboxes/FullBNT-1.0.7/KPMstats/mixgauss_classifier_apply.m @ 0:cc4b1211e677 tip
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Changeset:
646 (e263d8a21543) added further path and more save "camirversion.m"
author | Daniel Wolff |
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date | Fri, 19 Aug 2016 13:07:06 +0200 |
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-1:000000000000 | 0:cc4b1211e677 |
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1 function [classHatTest, probPos] = mixgauss_classifier_apply(mixgauss, testFeatures) | |
2 | |
3 Bpos = mixgauss_prob(testFeatures, mixgauss.pos.mu, mixgauss.pos.Sigma, mixgauss.pos.prior); | |
4 Bneg = mixgauss_prob(testFeatures, mixgauss.neg.mu, mixgauss.neg.Sigma, mixgauss.neg.prior); | |
5 prior_pos = mixgauss.priorC(1); | |
6 prior_neg = mixgauss.priorC(2); | |
7 post = normalize([Bpos * prior_pos; Bneg * prior_neg], 1); | |
8 probPos = post(1,:)'; | |
9 [junk, classHatTest] = max(post); | |
10 classHatTest(find(classHatTest==2))=0; | |
11 classHatTest = classHatTest(:); |