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Table 2 Errors on validation sets with initial state perturbations

From: Initial state perturbations as a validation method for data-driven fuzzy models of cellular networks

 

FCM model

MAFTS model

MAE (next state)

0.20∗103

0.15

MAE (whole series)

1.41∗103

0.24

RMSE (next state)

3.28∗103

0.22

RMSE (whole series)

8.67∗103

0.31

  1. MAE and RMSE measured on models generated with FCM and MAFTS with respect to the validation sets with initial state perturbations where either the next state or a whole time series is predicted
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BMC Bioinformatics

ISSN: 1471-2105

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