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Table 7 Error in the model predictions for the reaction rates using the "initial" parameters, the estimated parameters after the first iteration, and the estimated parameters after second iteration for the "test" experiment of the caspase system.

From: Iterative approach to model identification of biological networks

(r i )

Initial parameters

First iterationa

Second iterationb

Second iterationc

 

Max.

Avg.

Max.

Avg.

Max.

Avg.

Max.

Avg.

1

76.90

08.74

39.88

04.68

39.23

04.08

15.83

03.08

2

90.69

07.75

80.38

05.66

74.15

05.66

48.14

02.59

3

98.85

59.01

48.39

10.98

39.17

03.33

07.83

02.33

4

92.70

39.32

72.30

11.25

63.99

08.22

20.95

05.45

5

77.79

46.55

14.52

04.71

14.38

07.99

12.95

08.80

6

87.73

60.74

43.40

10.46

43.64

09.30

26.27

07.14

7

32.22

20.58

3.92

01.57

12.40

05.10

05.13

03.52

8

74.11

23.75

28.21

13.53

23.36

09.19

11.27

04.83

9

65.88

37.41

33.29

20.39

14.47

09.46

24.21

12.18

10

100.0

53.42

100.00

16.39

100.0

04.53

06.00

04.87

11

36.65

16.09

80.79

53.88

79.09

55.00

13.76

08.04

  1. asuboptimal experiment with suboptimal measurement set
  2. bsuboptimal experiment with optimal measurement set
  3. coptimal experiment with suboptimal measurement set