|
PR
|
RR
|
F-measure
|
TP
|
FP
|
TN
|
FN
|
---|
HMEnPF | 0.689 | 0.573 | 0.625 | 17.2 | 7.8 | 52.2 | 12.8 |
UKF | 0.632 | 0.533 | 0.577 | 16.0 | 9.4 | 50.6 | 14.0 |
G1DBN | 0.487 | 0.453 | 0.466 | 13.6 | 15.0 | 45.0 | 16.4 |
- 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 0.01. 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.