| |
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.
