|
PR
|
RR
|
F-measure
|
TP
|
FP
|
TN
|
FN
|
---|
HMEnPF | 0.604 | 0.577 | 0.589 | 15.0 | 9.8 | 54.2 | 11.0 |
UKF | 0.578 | 0.562 | 0.568 | 14.6 | 11.0 | 53.0 | 11.4 |
GeneNet | 0.387 | 0.360 | 0.366 | 7.2 | 11.2 | 13.8 | 12.8 |
- 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 0.05. 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.