Table 4.
Empirical computational complexity, in s.
Method | 132 Taxa, balanced (s) | 132 Taxa, unbalanced (s) | 304 Taxa, biological (s) |
---|---|---|---|
ClaPTE | 0.001 | 0.002 | 0.004 |
BayesTraits | 10 | 7 | 28 |
FIC | 0.009 | 0.009 | 0.01 |
EMMAX | 0.03 | 0.03 | 0.19 |
Each cell gives the number of seconds (approximately two billion CPU cycles on modern hardware) each method requires to test for an association between two characters, for each of three trees–the balanced 132 taxa tree (see Fig. 2E), the unbalanced 132 taxa tree (see Fig. 2G), and the tree derived from HIV GP120 (see Fig. 1A).