|
PR
|
RR
|
F-measure
|
TP
|
FP
|
TN
|
FN
|
---|
HMEnPF | 0.721 | 0.731 | 0.725 | 19.0 | 7.4 | 56.6 | 7.0 |
UKF | 0.714 | 0.715 | 0.713 | 18.6 | 7.6 | 56.4 | 7.4 |
G1DBN | 0.611 | 0.585 | 0.591 | 15.2 | 10.2 | 53.8 | 10.8 |
- The comparison results of the proposed algorithm, the previous algorithm using UKF only [36], and G1DBN for the five time-courses generated from a yeast cell-cycle 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.