Evaluating an arrangement of the data in a low-dimensional space

• Give each data-point a location in the low- dimensional space. – Define low-dimensional probabilities symmetrically. – Evaluate the representation by seeing how well the low-D probabilities model the high-D affinities.

Low-D Space

j

k

i