Skip to main content

Table 3 Parameter ranges and mean values for the observations in the six N-way HC-PLSR clusters

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

Cluster v mB (nMh-1) v mC (nMh-1) v mP (nMh-1) v dPCN (nMh-1) v dIN (nMh-1) k 1 (h-1) k 3 (nM-1 h-1) k 5 (h-1) k 7 (nM-1 h-1)
1 0.02-0.23 (0.11) 0.95-1.12 (0.99) 1.14-2.09 (1.65) 0.99-1.14 (1.06) 0.08-1.52 (0.81) 0.08-1.52 (0.78) 0.08-1.52 (0.82) 0.27-0.41 (0.34) 0.05-0.95 (0.49)
2 0.02-0.28 (0.11) 0.95-1.54 (1.26) 0.98-1.14 (1.02) 0.99-1.14 (1.06) 0.08-1.52 (0.77) 0.08-1.52 (0.78) 0.08-1.52 (0.83) 0.27-0.41 (0.34) 0.05-0.95 (0.49)
3 0.02-0.07 (0.04) 1.03-1.54 (1.32) 1.14-2.09 (1.65) 0.99-1.14 (1.07) 0.08-1.52 (0.80) 0.08-1.52 (0.81) 0.08-1.52 (0.77) 0.27-0.41 (0.32) 0.05-0.95 (0.51)
4 0.07-0.33 (0.18) 0.95-1.54 (1.25) 1.14-2.09 (1.70) 0.99-1.14 (1.07) 0.08-1.52 (0.80) 0.08-1.52 (0.79) 0.08-1.52 (0.81) 0.27-0.41 (0.34) 0.05-0.95 (0.50)
5 0.12-0.38 (0.27) 0.95-1.54 (1.29) 0.98-1.30 (1.09) 0.99-1.14 (1.06) 0.08-1.52 (0.80) 0.08-1.52 (0.82) 0.08-1.52 (0.79) 0.27-0.41 (0.34) 0.05-0.95 (0.50)
6 0.23-0.38 (0.33) 0.95-1.54 (1.29) 1.14-2.09 (1.69) 0.99-1.14 (1.07) 0.08-1.52 (0.80) 0.08-1.52 (0.80) 0.08-1.52 (0.79) 0.27-0.41 (0.35) 0.05-0.95 (0.51)
  1. The mean values are given in parenthesis, while the ranges give the minimum and maximum parameter values observed in each cluster.
\