|
PR
|
RR
|
F-measure
|
TP
|
FP
|
TN
|
FN
|
---|
HMEnPF | 0.689 | 0.633 | 0.659 | 19.0 | 8.8 | 51.2 | 11.0 |
UKF | 0.637 | 0.600 | 0.616 | 18.0 | 10.6 | 49.4 | 12.0 |
G1DBN | 0.590 | 0.513 | 0.548 | 15.4 | 11.0 | 49.0 | 14.6 |
- The comparison results of the proposed algorithm, the previous algorithm using UKF only [36], and G1DBN for the five time-courses generated from WNTA5A network with Gaussian system noise of mean 0 and variance 0.1. The results of ‘PR’, ‘RR’, ‘F-measure’, ‘TP’, ‘FP’, ‘TN’ and ‘FN’ for the five time-courses were averaged. The networks inferred by G1DBN were used as the original networks for the former two algorithms.