From: Incorporating time-delays in S-System model for reverse engineering genetic networks
 | Conf-2 (Delayed network) | |||||||||||||||
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
 | 0% Noise | 5% Noise | 10% Noise | 25% Noise | ||||||||||||
 | S n | S p | P r | F | S n | S p | P r | F | S n | S p | P r | F | S n | S p | P r | F |
TDSS (Best) | 1.00 | 1.00 | 1.00 | 1.00 | 1.00 | 1.00 | 1.00 | 1.00 | 1.00 | 0.92 | 0.81 | 0.90 | 1.00 | 0.84 | 0.68 | 0.82 |
TDSS | 1.00 ± | 1.00 ± | 1.00 ± | 1.00 ± | 1.00 ± | 0.98 ± | 0.96 ± | 0.98 ± | 0.98 ± | 0.90 ± | 0.77 ± | 0.87 ± | 0.97 ± | 0.83 ± | 0.67 ± | 0.80 ± |
(Average ±Std) | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.02 | 0.06 | 0.03 | 0.03 | 0.02 | 0.04 | 0.03 | 0.04 | 0.02 | 0.03 | 0.03 |
ALG [34] | 0.92 | 0.78 | 0.60 | 0.72 | 0.92 | 0.78 | 0.60 | 0.73 | 0.77 | 0.78 | 0.56 | 0.65 | 0.77 | 0.78 | 0.56 | 0.65 |
REGARD [19] | 0.92 | 0.95 | 0.86 | 0.89 | 0.92 | 0.95 | 0.86 | 0.89 | 0.85 | 0.87 | 0.69 | 0.76 | 0.77 | 084 | 0.63 | 0.70 |
BANJO [43] | 0.42 | 0.77 | 0.63 | 0.50 | 0.42 | 0.70 | 0.56 | 0.48 | 0.42 | 0.70 | 0.56 | 0.48 | 0.33 | 0.70 | 0.50 | 0.40 |
 | Conf-3 (Delayed network) | |||||||||||||||
 | 0% Noise | 5% Noise | 10% Noise | 25% Noise | ||||||||||||
 | S n | S p | P r | F | S n | S p | P r | F | S n | S p | P r | F | S n | S p | P r | F |
TDSS (Best) | 1.00 | 1.00 | 1.00 | 1.00 | 1.00 | 1.00 | 1.00 | 1.00 | 1.00 | 0.95 | 0.87 | 0.93 | 0.92 | 0.84 | 0.67 | 0.78 |
TDSS | 1.00 ± | 1.00 ± | 1.00 ± | 1.00 ± | 0.99 ± | 0.98 ± | 0.94 ± | 0.96 ± | 0.99 ± | 0.92 ± | 0.83 ± | 0.89 ± | 0.88 ± | 0.80 ± | 0.60 ± | 0.71 ± |
(Average ±Std) | 0.00 | 0.00 | 0.00 | 0.00 | 0.03 | 0.02 | 0.06 | 0.03 | 0.03 | 0.06 | 0.11 | 0.08 | 0.04 | 0.02 | 0.02 | 0.02 |
ALG [34] | 0.85 | 0.87 | 0.69 | 0.76 | 0.77 | 0.79 | 0.56 | 0.65 | 0.77 | 0.78 | 0.50 | 0.60 | 0.70 | 0.73 | 0.48 | 0.56 |
REGARD [19] | 0.85 | 0.95 | 0.85 | 0.85 | 0.77 | 0.92 | 0.77 | 0.77 | 0.77 | 0.81 | 0.67 | 0.71 | 0.77 | 0.73 | 0.50 | 0.60 |
BANJO [43] | 0.42 | 0.70 | 0.56 | 0.48 | 0.42 | 0.62 | 0.50 | 0.46 | 0.30 | 0.62 | 0.44 | 0.39 | 0.25 | 0.54 | 0.33 | 0.29 |