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Figure 9 | BMC Systems Biology

Figure 9

From: Multi-way metamodelling facilitates insight into the complex input-output maps of nonlinear dynamic models

Figure 9

Prediction results from hierarchical inverse metamodelling within each regional regression model in the N-way HC-PLSR. The R2-values from test set prediction of the parameters from the state variables are shown for regional model 1–6, corresponding to the clusters used in the N-way HC-PLSR. The regional models use 18, 19, 19, 18, 19 and 17 NPLSR factors, respectively. The clustering was done on the global T XA;NWay factors, using 19 factors.

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