Table 5.
Comparison of computational complexity of CASCADE to competing clustering methods.
Method | Complexity |
CASCADE | O(V 3log(V)) |
STM | O(V 2log(V)) |
Maximal clique | NP |
Quasi clique | NP |
Samanta | O(V 2log(V)) |
Minimum cut | O(V 2log(V) + V E) |
Betweenness cut | O(V 2 + V E) |
MCL | O(V 2log(V)) |
Chen | O(V 2 + V E) |
Rives | O(V 2log(V)) |
SPC | O(V 2) |