Module 2: Distances
  Lecture 6: Distance Functions
 

                                            

 

 

Mahalanobis distance
Replace in quadratic form by inverse of covariance matrix
 
  • Defines an ellipsoid stretched according to strength of each dimension
 
  • If is a diagonal matrix, then normalized Euclidean
  • Metric?