gmmwine02.txt

这是台湾张智星的模式识别的课件的源码

1/24: No. of Gaussian = 1 (dsNum=89, tsNum=89) ===> inside RR = 69.6629%, outside RR = 76.4045%
2/24: No. of Gaussian = 2 (dsNum=89, tsNum=89) ===> inside RR = 65.1685%, outside RR = 70.7865%
3/24: No. of Gaussian = 3 (dsNum=89, tsNum=89) ===> inside RR = 69.6629%, outside RR = 66.2921%
4/24: No. of Gaussian = 4 (dsNum=89, tsNum=89) ===> inside RR = 71.9101%, outside RR = 62.9213%
5/24: No. of Gaussian = 5 (dsNum=89, tsNum=89) ===> inside RR = 73.0337%, outside RR = 65.1685%
6/24: No. of Gaussian = 6 (dsNum=89, tsNum=89) ===> inside RR = 84.2697%, outside RR = 60.6742%
7/24: No. of Gaussian = 7 (dsNum=89, tsNum=89) ===> inside RR = 83.1461%, outside RR = 68.5393%
8/24: No. of Gaussian = 8 (dsNum=89, tsNum=89) ===> inside RR = 85.3933%, outside RR = 61.7978%
9/24: No. of Gaussian = 9 (dsNum=89, tsNum=89) ===> inside RR = 88.764%, outside RR = 56.1798%
10/24: No. of Gaussian = 10 (dsNum=89, tsNum=89) ===> inside RR = 89.8876%, outside RR = 58.427%
11/24: No. of Gaussian = 11 (dsNum=89, tsNum=89) ===> inside RR = 93.2584%, outside RR = 60.6742%
12/24: No. of Gaussian = 12 (dsNum=89, tsNum=89) ===> inside RR = 93.2584%, outside RR = 55.0562%
13/24: No. of Gaussian = 13 (dsNum=89, tsNum=89) ===> Found 1 empty group(s)!
Try center splitting...
Warning: Divide by zero.
> In <a href="error:d:\users\jang\matlab\toolbox\dcpr\vqKmeans.m,92,1">vqKmeans>vqUpdateCenter at 92</a>
  In <a href="error:d:\users\jang\matlab\toolbox\dcpr\vqKmeans.m,42,1">vqKmeans at 42</a>
  In <a href="error:d:\users\jang\matlab\toolbox\dcpr\gmmInitParamSet.m,32,1">gmmInitParamSet at 32</a>
  In <a href="error:d:\users\jang\matlab\toolbox\dcpr\gmmTrain.m,48,1">gmmTrain at 48</a>
  In <a href="error:d:\users\jang\matlab\toolbox\dcpr\gmmTrainEvalWrtGaussianNum.m,47,1">gmmTrainEvalWrtGaussianNum at 47</a>
  In <a href="error:d:\users\jang\books\dcpr\example\gmm\gmmWine02.m,6,1">gmmWine02 at 6</a>
  In <a href="error:d:\users\jang\matlab\toolbox\utility\goWriteOutputFile.m,32,1">goWriteOutputFile at 32</a>
Found 1 empty group(s)!
Try center splitting...
Warning: Divide by zero.
> In <a href="error:d:\users\jang\matlab\toolbox\dcpr\vqKmeans.m,92,1">vqKmeans>vqUpdateCenter at 92</a>
  In <a href="error:d:\users\jang\matlab\toolbox\dcpr\vqKmeans.m,42,1">vqKmeans at 42</a>
  In <a href="error:d:\users\jang\matlab\toolbox\dcpr\gmmInitParamSet.m,32,1">gmmInitParamSet at 32</a>
  In <a href="error:d:\users\jang\matlab\toolbox\dcpr\gmmTrain.m,48,1">gmmTrain at 48</a>
  In <a href="error:d:\users\jang\matlab\toolbox\dcpr\gmmTrainEvalWrtGaussianNum.m,47,1">gmmTrainEvalWrtGaussianNum at 47</a>
  In <a href="error:d:\users\jang\books\dcpr\example\gmm\gmmWine02.m,6,1">gmmWine02 at 6</a>
  In <a href="error:d:\users\jang\matlab\toolbox\utility\goWriteOutputFile.m,32,1">goWriteOutputFile at 32</a>
Found 1 empty group(s)!
Try center splitting...
No. of centers = 2, loop count = 4, distortion = 112706
Found 2 empty group(s)!
Try center splitting...
Warning: Divide by zero.
> In <a href="error:d:\users\jang\matlab\toolbox\dcpr\vqKmeans.m,92,1">vqKmeans>vqUpdateCenter at 92</a>
  In <a href="error:d:\users\jang\matlab\toolbox\dcpr\vqKmeans.m,42,1">vqKmeans at 42</a>
  In <a href="error:d:\users\jang\matlab\toolbox\dcpr\vqLBG.m,34,1">vqLBG at 34</a>
  In <a href="error:d:\users\jang\matlab\toolbox\dcpr\gmmInitParamSet.m,34,1">gmmInitParamSet at 34</a>
  In <a href="error:d:\users\jang\matlab\toolbox\dcpr\gmmTrain.m,48,1">gmmTrain at 48</a>
  In <a href="error:d:\users\jang\matlab\toolbox\dcpr\gmmTrainEvalWrtGaussianNum.m,47,1">gmmTrainEvalWrtGaussianNum at 47</a>
  In <a href="error:d:\users\jang\books\dcpr\example\gmm\gmmWine02.m,6,1">gmmWine02 at 6</a>
  In <a href="error:d:\users\jang\matlab\toolbox\utility\goWriteOutputFile.m,32,1">goWriteOutputFile at 32</a>
Found 2 empty group(s)!
Try center splitting...
Warning: Divide by zero.
> In <a href="error:d:\users\jang\matlab\toolbox\dcpr\vqKmeans.m,92,1">vqKmeans>vqUpdateCenter at 92</a>
  In <a href="error:d:\users\jang\matlab\toolbox\dcpr\vqKmeans.m,42,1">vqKmeans at 42</a>
  In <a href="error:d:\users\jang\matlab\toolbox\dcpr\vqLBG.m,34,1">vqLBG at 34</a>
  In <a href="error:d:\users\jang\matlab\toolbox\dcpr\gmmInitParamSet.m,34,1">gmmInitParamSet at 34</a>
  In <a href="error:d:\users\jang\matlab\toolbox\dcpr\gmmTrain.m,48,1">gmmTrain at 48</a>
  In <a href="error:d:\users\jang\matlab\toolbox\dcpr\gmmTrainEvalWrtGaussianNum.m,47,1">gmmTrainEvalWrtGaussianNum at 47</a>
  In <a href="error:d:\users\jang\books\dcpr\example\gmm\gmmWine02.m,6,1">gmmWine02 at 6</a>
  In <a href="error:d:\users\jang\matlab\toolbox\utility\goWriteOutputFile.m,32,1">goWriteOutputFile at 32</a>
No. of centers = 4, loop count = 2, distortion = 112706
Found 6 empty group(s)!
Try random selection...
No. of centers = 8, loop count = 7, distortion = 16860.1
Found 8 empty group(s)!
Try center splitting...
Warning: Divide by zero.
> In <a href="error:d:\users\jang\matlab\toolbox\dcpr\vqKmeans.m,92,1">vqKmeans>vqUpdateCenter at 92</a>
  In <a href="error:d:\users\jang\matlab\toolbox\dcpr\vqKmeans.m,42,1">vqKmeans at 42</a>
  In <a href="error:d:\users\jang\matlab\toolbox\dcpr\vqLBG.m,34,1">vqLBG at 34</a>
  In <a href="error:d:\users\jang\matlab\toolbox\dcpr\gmmInitParamSet.m,34,1">gmmInitParamSet at 34</a>
  In <a href="error:d:\users\jang\matlab\toolbox\dcpr\gmmTrain.m,48,1">gmmTrain at 48</a>
  In <a href="error:d:\users\jang\matlab\toolbox\dcpr\gmmTrainEvalWrtGaussianNum.m,47,1">gmmTrainEvalWrtGaussianNum at 47</a>
  In <a href="error:d:\users\jang\books\dcpr\example\gmm\gmmWine02.m,6,1">gmmWine02 at 6</a>
  In <a href="error:d:\users\jang\matlab\toolbox\utility\goWriteOutputFile.m,32,1">goWriteOutputFile at 32</a>
Found 8 empty group(s)!
Try center splitting...
Warning: Divide by zero.
> In <a href="error:d:\users\jang\matlab\toolbox\dcpr\vqKmeans.m,92,1">vqKmeans>vqUpdateCenter at 92</a>
  In <a href="error:d:\users\jang\matlab\toolbox\dcpr\vqKmeans.m,42,1">vqKmeans at 42</a>
  In <a href="error:d:\users\jang\matlab\toolbox\dcpr\vqLBG.m,34,1">vqLBG at 34</a>
  In <a href="error:d:\users\jang\matlab\toolbox\dcpr\gmmInitParamSet.m,34,1">gmmInitParamSet at 34</a>
  In <a href="error:d:\users\jang\matlab\toolbox\dcpr\gmmTrain.m,48,1">gmmTrain at 48</a>
  In <a href="error:d:\users\jang\matlab\toolbox\dcpr\gmmTrainEvalWrtGaussianNum.m,47,1">gmmTrainEvalWrtGaussianNum at 47</a>
  In <a href="error:d:\users\jang\books\dcpr\example\gmm\gmmWine02.m,6,1">gmmWine02 at 6</a>
  In <a href="error:d:\users\jang\matlab\toolbox\utility\goWriteOutputFile.m,32,1">goWriteOutputFile at 32</a>
No. of centers = 16, loop count = 2, distortion = 16860.1
inside RR = 89.8876%, outside RR = 55.0562%
14/24: No. of Gaussian = 14 (dsNum=89, tsNum=89) ===> Found 1 empty group(s)!
Try center splitting...
Warning: Divide by zero.
> In <a href="error:d:\users\jang\matlab\toolbox\dcpr\vqKmeans.m,92,1">vqKmeans>vqUpdateCenter at 92</a>
  In <a href="error:d:\users\jang\matlab\toolbox\dcpr\vqKmeans.m,42,1">vqKmeans at 42</a>
  In <a href="error:d:\users\jang\matlab\toolbox\dcpr\gmmInitParamSet.m,32,1">gmmInitParamSet at 32</a>
  In <a href="error:d:\users\jang\matlab\toolbox\dcpr\gmmTrain.m,48,1">gmmTrain at 48</a>
  In <a href="error:d:\users\jang\matlab\toolbox\dcpr\gmmTrainEvalWrtGaussianNum.m,47,1">gmmTrainEvalWrtGaussianNum at 47</a>
  In <a href="error:d:\users\jang\books\dcpr\example\gmm\gmmWine02.m,6,1">gmmWine02 at 6</a>
  In <a href="error:d:\users\jang\matlab\toolbox\utility\goWriteOutputFile.m,32,1">goWriteOutputFile at 32</a>
Found 1 empty group(s)!
Try center splitting...
inside RR = 94.382%, outside RR = 56.1798%
15/24: No. of Gaussian = 15 (dsNum=89, tsNum=89) ===> inside RR = 96.6292%, outside RR = 59.5506%
16/24: No. of Gaussian = 16 (dsNum=89, tsNum=89) ===> inside RR = 95.5056%, outside RR = 57.3034%
17/24: No. of Gaussian = 17 (dsNum=89, tsNum=89) ===> inside RR = 97.7528%, outside RR = 59.5506%
18/24: No. of Gaussian = 18 (dsNum=89, tsNum=89) ===> inside RR = 98.8764%, outside RR = 57.3034%
19/24: No. of Gaussian = 19 (dsNum=89, tsNum=89) ===> inside RR = 98.8764%, outside RR = 55.0562%
20/24: No. of Gaussian = 20 (dsNum=89, tsNum=89) ===> inside RR = 97.7528%, outside RR = 53.9326%
21/24: No. of Gaussian = 21 (dsNum=89, tsNum=89) ===> inside RR = 97.7528%, outside RR = 51.6854%
22/24: No. of Gaussian = 22 (dsNum=89, tsNum=89) ===> inside RR = 98.8764%, outside RR = 56.1798%
23/24: No. of Gaussian = 23 (dsNum=89, tsNum=89) ===> inside RR = 97.7528%, outside RR = 51.6854%
24/24: No. of Gaussian = 24 (dsNum=89, tsNum=89) ===> Error out on errorMixNumIndex=24 and errorClassIndex=3