Table 1 Network parameters for the synthetic network
From: Reverse engineering gene regulatory networks from measurement with missing values
Edge | LCC and NCC | UKF with CM | UKF with MM | UKFMM with MM |
|---|---|---|---|---|
(1,1) | 0.5 (0.4) | — (0.5880) | — — | 0.7313 — |
(3,1) | 0.5 (0.4) | 0.3837 (0.4391) | 0.7357 (0.5043) | 0.4079 (0.4223) |
(3,2) | 0.5 (0.4) | 0.7380 (0.4390) | — — | 0.7380 (0.4192) |
(3,5) | 0.5 (0.4) | 0.6098 (0.4391) | 0.6623 (0.5043) | 0.8285 (0.4354) |
(4,3) | 0.5 (0.4) | 0.7257 (0.3059) | 0.3953 (0.2123) | 0.7256 (0.3235) |
(5,2) | 0.5 (0.4) | — (0.3837) | — — | — (0.3235) |
(5,4) | 0.5 (0.4) | 0.6677 (0.3839) | 0.5813 (0.3706) | 0.7850 (0.3464) |
(4,4) | — — | — — | — (0.8417) | — — |
(5,1) | — — | — — | — (0.5916) | — — |
(5,5) | — — | — — | — (0.3705) | — — |
(1,5) | — — | — — | — — | 0.5722 — |