|
PR
|
RR
|
F-measure
|
TP
|
FP
|
TN
|
FN
|
---|
HMEnPF | 0.827 | 0.738 | 0.778 | 19.2 | 4.2 | 59.8 | 6.8 |
UKF | 0.703 | 0.708 | 0.704 | 18.4 | 8.0 | 56.0 | 7.6 |
GeneNet | 0.413 | 0.520 | 0.460 | 10.4 | 14.8 | 10.2 | 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 a yeast cell-cycle 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 GeneNet were used as the original networks for the former two algorithms.