title: feature normalization- advantage of l2 normalization
body: <p>Features are usually normalized prior to classification.</p>
  
  <p>L1 and L2 normalization are usually used in the literature.</p>
  
  <p>Could anybody comment on the advantages of L2 norm (or L1 norm) compared to L1 norm (or L2 norm)?</p>