We also conduct a more fine-grained analysis of the results
using the SCOP taxonomy. Intuitively the cost of a clustering
errors should take distances induced by the taxonomy into
account. If two proteins are placed in the same cluster, they
should contribute more (less) to the clustering cost if their
distance in the taxonomy is higher (lower). Consequently, we
define the SCOP similarity between two proteins as follows: