|
PR
|
RR
|
F-measure
|
TP
|
FP
|
TN
|
FN
|
---|
HMEnPF | 0.661 | 0.600 | 0.628 | 15.6 | 8.0 | 56.0 | 10.4 |
UKF | 0.573 | 0.538 | 0.553 | 14.0 | 10.4 | 53.6 | 12.0 |
G1DBN | 0.482 | 0.515 | 0.495 | 13.4 | 15.0 | 49.0 | 12.6 |
- 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 0.05. 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.