|
PR
|
RR
|
F-measure
|
TP
|
FP
|
TN
|
FN
|
---|
HMEnPF
|
0.689
|
0.573
|
0.625
|
17.2
|
7.8
|
52.2
|
12.8
|
UKF
|
0.632
|
0.533
|
0.577
|
16.0
|
9.4
|
50.6
|
14.0
|
G1DBN
|
0.487
|
0.453
|
0.466
|
13.6
|
15.0
|
45.0
|
16.4
|
- The comparison results of the proposed algorithm, the previous algorithm using UKF only [36], and G1DBN for the five time-courses generated from WNTA5A 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 G1DBN were used as the original networks for the former two algorithms.