Table 3 |
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|
Parameter inference result for auto-regulatory gene network model (Partially observed case) |
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|
Datasets |
k1 |
k2 |
k3 |
k4 |
k5 |
k6 |
k7 |
k8 |
Average % Err. |
|
*(0.1 |
0.7 |
0.35 |
0.3 |
0.1 |
0.9 |
0.2 |
0.1) |
||
|
|
|||||||||
|
|
0.102 |
0.47 |
0.44 |
0.214 |
0.040 |
0.326 |
0.400 |
0.156 |
46.1 |
|
|
0.090 |
0.70 |
0.440 |
0.348 |
0.052 |
0.483 |
0.263 |
0.119 |
24.6 |
|
|
0.125 |
0.91 |
0.402 |
0.316 |
0.077 |
0.78 |
0.230 |
0.097 |
16.2 |
|
|
0.188 |
0.64 |
0.413 |
0.250 |
0.072 |
0.64 |
0.43 |
0.196 |
49.9 |
|
|
0.078 |
0.76 |
0.350 |
0.300 |
0.103 |
0.88 |
0.188 |
0.097 |
5.6 |
|
|
|||||||||
|
|
0.108 |
0.41 |
0.303 |
0.247 |
0.131 |
0.955 |
0.214 |
0.107 |
16.5 |
|
|
0.079 |
0.56 |
0.383 |
0.332 |
0.073 |
0.82 |
0.228 |
0.099 |
14.0 |
|
|
0.123 |
0.41 |
0.55 |
0.386 |
0.079 |
0.87 |
0.213 |
0.085 |
24.5 |
|
|
0.103 |
0.81 |
0.419 |
0.421 |
0.102 |
1.04 |
0.142 |
0.097 |
16.0 |
|
|
0.075 |
0.75 |
0.37 |
0.30 |
0.13 |
0.96 |
0.25 |
0.11 |
13.7 |
|
|
|||||||||
|
* True values Datasets D1*-D10* correspond to D1-D10 in Table 3 but with speices mRNA, P and P2 only. Average % Err. ≡ ⟨|ki - ki, true|/ki, true⟩i |
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|
Wang et al. BMC Systems Biology 2010 4:99 doi:10.1186/1752-0509-4-99 |
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