title: confidence level with crfsuite predictions
body: <p>I am using the CRFSuite package here 
  <a href="http://www.chokkan.org/software/crfsuite/tutorial.html" rel="nofollow">http://www.chokkan.org/software/crfsuite/tutorial.html</a></p>
  
  <p>and I have successfully used it to build a classifier and tag text. However, I'm wondering if I can get a confidence value for each prediction it makes? </p>
  
  <p>It doesn't seem so. What I would really like is to get the probability of a word being each type of tag ('PER', 'LOC', 'MISC', etc), rather than just the prediction itself.</p>