title: Naive Bayes Classifier Biased Output?
body: <p>I'm using <a href="http://www.emgu.com/wiki/index.php/Normal_Bayes_Classifier_in_CSharp" rel="nofollow">Emgu CV to implement a machine learning technique in c#</a> to classify pixels of my image into 3 different categories.</p>
  
  <p>Everything works perfect so far, but the problem is that it is fully automatic. I want to make it semi-automatic which mean the user can "give weight" to each of those 3 outcomes. This is to give the user ability to well-tune the outcome.</p>
  
  <p>Any idea how?</p>
  
  <p>The first thing I can think of is to actually modify the input in a way that it would have bias to one of the outputs (for example make it more red by modifying red channel). But I though maybe there is a generic way of doing this that I'm not aware of.</p>
  
  <p>Thanks.</p>