|
PR
|
RR
|
F-measure
|
TP
|
FP
|
TN
|
FN
|
---|
HMEnPF | 0.724 | 0.746 | 0.735 | 19.4 | 7.4 | 56.6 | 6.6 |
UKF | 0.690 | 0.731 | 0.709 | 19.0 | 8.6 | 55.4 | 7.0 |
GeneNet | 0.407 | 0.460 | 0.427 | 9.2 | 13.6 | 11.4 | 10.8 |
- 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 0.1. 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.