Table 5 Comparison of marginal score variance of different models under 9 sets of data in RAF pathway
Model/data | Data1 | Data2 | Data3 | Data4 | Data5 | Data6 | Data7 | Data8 | Data9 |
|---|---|---|---|---|---|---|---|---|---|
HMM-DBN | \(4.3 \times 10^{ - 2}\) | \(6.4 \times 10^{ - 2}\) | \(3.8 \times 10^{ - 2}\) | \(4.6 \times 10^{ - 2}\) | \(4.8 \times 10^{ - 2}\) | \(3.6 \times 10^{ - 2}\) | \(6.3 \times 10^{ - 2}\) | \(3.3 \times 10^{ - 2}\) | \(2.9 \times 10^{ - 2}\) |
FC-DBN | \(3.6 \times 10^{ - 2}\) | \(5.5 \times 10^{ - 2}\) | \(2.3 \times 10^{ - 2}\) | \(3.3 \times 10^{ - 2}\) | \(3.9 \times 10^{ - 2}\) | \(3.5 \times 10^{ - 2}\) | \(5.9 \times 10^{ - 2}\) | \(1.9 \times 10^{ - 2}\) | \(1.5 \times 10^{ - 2}\) |