Mercurial > ift6266
changeset 439:5ca2936f2062
Bug fix in per-class a priori error : should be lower than before for both upper and lower
| author | Guillaume Sicard <guitch21@gmail.com> |
|---|---|
| date | Mon, 03 May 2010 09:42:36 -0400 |
| parents | a6d339033d03 |
| children | 89258bb41e4c |
| files | deep/stacked_dae/v_sylvain/nist_apriori_error.py |
| diffstat | 1 files changed, 14 insertions(+), 5 deletions(-) [+] |
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--- a/deep/stacked_dae/v_sylvain/nist_apriori_error.py Mon May 03 07:46:18 2010 -0400 +++ b/deep/stacked_dae/v_sylvain/nist_apriori_error.py Mon May 03 09:42:36 2010 -0400 @@ -1,3 +1,4 @@ +# -*- coding: utf-8 -*- __docformat__ = 'restructedtext en' import pdb @@ -65,6 +66,8 @@ total_error_count=0 total_exemple_count=0 + total_error_count_wap=0 + if part == 0: iter = dataset.train(1) if part == 1: @@ -111,8 +114,8 @@ #get grouped based error #with a priori - if(y>9 and y<35): - predicted_class=numpy.argmax(out[0,10:35])+10 + if(y>9 and y<36): + predicted_class=numpy.argmax(out[0,10:36])+10 if(predicted_class!=y): total_error_count+=1 @@ -120,14 +123,20 @@ predicted_class=numpy.argmax(out[0,0:10]) if(predicted_class!=y): total_error_count+=1 - if(y>34): - predicted_class=numpy.argmax(out[0,35:])+35 + if(y>35): + predicted_class=numpy.argmax(out[0,36:])+36 if(predicted_class!=y): total_error_count+=1 - + #without a priori + predicted_class=numpy.argmax(out) + if(predicted_class!=y): + total_error_count_wap+=1 + print '\t total exemples count: '+str(total_exemple_count) print '\t total error count: '+str(total_error_count) print '\t percentage of error: '+str(total_error_count*100.0/total_exemple_count*1.0)+' %' + print '\t total error count without a priori: '+str(total_error_count_wap) + print '\t percentage of error without a priori: '+str(total_error_count_wap*100.0/total_exemple_count*1.0)+' %' def sigmoid(value):