|
PR
|
RR
|
F-measure
|
TP
|
FP
|
TN
|
FN
|
---|
HMEnPF | 0.705 | 0.633 | 0.665 | 19.0 | 8.0 | 52.0 | 11.0 |
UKF | 0.649 | 0.567 | 0.604 | 17.0 | 9.2 | 50.8 | 13.0 |
GeneNet | 0.453 | 0.543 | 0.492 | 11.4 | 14.0 | 10.0 | 9.6 |
- The comparison results of the proposed algorithm, the previous algorithm using UKF only [36], and GeneNet for the five time-courses generated from WNTA5A 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 GeneNet were used as the original networks for the former two algorithms.