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. 2010 Sep;186(1):411–426. doi: 10.1534/genetics.110.118448

TABLE 2.

Maximum log-likelihood comparison of different evolutionary models

Bacillaceae
Clostridium
Escherichia
Pseudomonas
B1
B2
B3
C1
C2
C3
E1
E2
E3
P1
P2
P3
Model Parameter (5,453)c (5,614) (6,813) (3,546) (6,526) (7,645) (4,681) (5,063) (5,307) (6,505) (8,761) (9,140)
M0 μ 2.705 0.515 0.404 8.315 1.041 0.478 20.143 12.774 2.683 1.847 1.162 0.947
β 0.577 1.281 1.700 0.326 2.430 1.851 0.372 0.285 0.439 0.587 1.117 1.466
γ 1.311 2.096 2.725 0.590 3.498 3.050 0.686 0.495 0.817 0.831 1.703 2.209
ln L −16,551 −18,432 −24,799 −7,424 −22,783 −27,618 −13,019 −12,016 −15,071 −17,175 −29,926 −32,327
M0 + π μ 2.102 0.214 0.197 8.385 0.482 0.149 19.805 11.699 1.837 1.332 0.695 0.619
β 0.440 0.845 1.314 0.315 1.578 1.191 0.335 0.259 0.353 0.535 0.892 1.364
γ 1.900 3.862 4.489 0.728 4.397 4.742 0.860 0.704 1.109 1.210 2.638 3.254
πa 0.487 0.788 0.797 0.255 0.774 0.883 0.274 0.377 0.511 0.574 0.691 0.662
πf 0.041 0.036 0.035 0.029 0.036 0.037 0.074 0.040 0.044 0.041 0.047 0.055
ln L −16,243 −17,799 −24,069 −7,385 −22,112 −26,491 −12,924 −11,876 −14,822 −16,787 −29,169 −31,715
Δ AICa −612 −1,262 −1,456 −74 −1,338 −2,250 −186 −276 −494 −772 −1,510 −1,220
M0 + Γ + π μ 3.811 0.264 0.285 8.446 1.623 0.193 22.112 14.150 8.257 4.123 0.948 0.809
αΓb 0.330 0.736 0.811 1.839 0.334 1.263 0.850 0.487 0.150 0.139 0.575 0.751
ln L −15,861 −17,553 −23,738 −7,370 −21,312 −26,253 −12,830 −11,728 −13,951 −16,334 −28,674 −31,325
Δ AICa −762 −490 −660 −28 −1598 −474 −190 −294 −1740 −904 −988 −778
a

Akaike's information criteria (Δ AICs) are shown as (M0 + π) vs. M0 and (M0 + Γ + π) vs. (M0 + π). By definition, AIC = 2(−ln L + K), where K is the number of parameters that are estimated from the data; thereafter, Δ AIC = 2(−Δ ln L + ΔK). The model that best approximates the data is the one with smallest AIC.

b

This is the shape parameter in a Γ-distribution, which is traditionally described as α. The use of αΓ is to distinguish it from the symbol α used in the instantaneous rate matrix.

c

The number of gene families for each clade is shown in parentheses underneath the clade name.