σ
_{
noise
}

MRN (%)

ODE
_{
S
}

ODE
_{
T
}


0.001

<1

100

0

0.01

2.2

100

0

0.025

5.4

100

4

0.03

6.5

100

8

0.05

10.8

75

14

 The numbers show in how many of the 100 different noise realizations an invalidation decision was made for the models being questioned by using cross validation. ODE
_{
S
}and ODE
_{
T
}denote the simplified model and the true model, respectively. Mean Relative Noise at each noise level is given as the mean of the MRN values in 100 different realizations of the data, calculated based on Equation 7.