In this section, a comparative test between the switching NSSM and some other standard models is presented. The goodness of the models is measured with the model evidence, i.e. the likelihood for given data set and model . The theory behind this comparison is presented in Section 3.2.1. The values of the evidence are evaluated using the variational approximation given by ensemble learning.