title: Non linear classifier against a linearly separable training set
body: <p>I was thinking about the risks hided under training a non linear classifier against a labelled (large enough) dataset which is linearly separable. </p>
  
  <p>What would be the main classification misleadings we can come up with? Some example?</p>