title: Are NN Classification Outputs Probabilities?
body: <p>I have just begun to work with Neural Networks using tensor flow and I am really new to this.  I trained my first model to make 2 category classifications and I'm a little curious about the output.  Let's say we are making a prediction based on whether or not a house price will go up and we get an output like</p>
  
  <pre><code>House A: .99
  House B: .75
  House C: .55
  House D: .40
  </code></pre>
  
  <p>Can I assume that these outputs are probabilities?  So it's more likely that house B will go up, rather than House C.  Or Is it just classifying it as C and B will go up and House D will not.  Thanks!</p>