| |
PR
|
RR
|
F-measure
|
TP
|
FP
|
TN
|
FN
|
|---|
|
HMEnPF
|
0.671
|
0.607
|
0.635
|
18.2
|
9.0
|
51.0
|
11.8
|
|
UKF
|
0.644
|
0.593
|
0.615
|
17.8
|
10.2
|
49.8
|
12.2
|
|
GeneNet
|
0.503
|
0.590
|
0.542
|
12.4
|
12.2
|
11.8
|
8.6
|
- 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 0.1. 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.
