Table 3 Initial conditions of training data sets from No.1 to No.10 and test data sets from No.11 to No.20. Examples of time-courses using initial conditions No.3 and No.5 are shown in Figure 3. Concentrations are non-unit.
From: Parameter estimation for stiff equations of biosystems using radial basis function networks
Training | X 1 | X 2 | X 3 | X 4 | X 5 | X 6 |
|---|---|---|---|---|---|---|
1 | 4.5 | 0.4 | 0.3 | 3.4 | 0 | 4.2 |
2 | 1.7 | 0.5 | 0.8 | 1.0 | 0 | 4.3 |
3 | 4.2 | 0.4 | 0.7 | 3.3 | 0 | 1.2 |
4 | 4.1 | 0.3 | 0.2 | 4.1 | 0 | 2.1 |
5 | 1.3 | 1.5 | 1.8 | 1.6 | 0 | 0.2 |
6 | 4.2 | 3.9 | 0.1 | 0.2 | 0 | 0.1 |
7 | 4.2 | 0.1 | 4.6 | 0.2 | 0 | 4.1 |
8 | 0.3 | 0.7 | 0.3 | 3.5 | 0 | 2.0 |
9 | 4.5 | 0.5 | 0.6 | 4.1 | 0 | 0.3 |
10 | 4.1 | 0.2 | 0.1 | 2.5 | 0 | 4.2 |
Test | X 1 | X 2 | X 3 | X 4 | X 5 | X 6 |
11 | 0.5 | 0.5 | 0.3 | 1.0 | 0 | 0.1 |
12 | 2.3 | 2.7 | 1.3 | 1.0 | 0 | 1.1 |
13 | 1.7 | 1.5 | 3.2 | 1.4 | 0 | 1.6 |
14 | 1.2 | 1.8 | 2.6 | 1.9 | 0 | 3.1 |
15 | 1.3 | 1.7 | 1.5 | 2.0 | 0 | 2.6 |
16 | 2.2 | 2.4 | 2.7 | 3.2 | 0 | 2.1 |
17 | 2.3 | 2.3 | 2.0 | 1.0 | 0 | 0.1 |
18 | 3.1 | 3.1 | 3.2 | 3.7 | 0 | 2.6 |
19 | 3.6 | 2.7 | 3.0 | 2.6 | 0 | 3.9 |
20 | 1.9 | 2.3 | 2.5 | 1.7 | 0 | 4.6 |