Research Article
Variance Sensitivity Analysis of Parameters for Pruning of a Multilayer Perceptron: Application to a Sawmill Supply Chain Simulation Model
Table 2
Results obtained on system 2.
| | | Nb_I | Nb_H | NB_θ | Duration | | | val | % | val | % | val | % | val | % |
| Engel | Min | 8 | 14% | 7 | 38% | 71 | 42% | | 66% | Mean | 9.84 | < > | 9.44 | < > | 112.9 | < > | | < > | Max | 10 | 89% | 10 | 62% | 121 | 58% | | 34% |
| Engel_mod | Min | 10 | | 2 | 70% | 22 | 48% | 0.22 | 62% | Mean | 10 | < > | 3.14 | < > | 36.8 | < > | 0.7 | < > | Max | 10 | | 6 | 30% | 64 | 52% | 1.03 | 38% |
| N2PFA | Min | 4 | 70% | 2 | 52% | 13 | 60% | 3.49 | 48% | Mean | 5.52 | < > | 3.92 | < > | 32.7 | < > | 5.74 | < > | Max | 10 | 30% | 10 | 48% | 97 | 40% | 8.11 | 52% |
| OBS_L_MSSE | Min | 4 | 48% | 2 | 46% | 8 | 52% | 142.1 | 52% | Mean | 5.72 | < > | 4.7 | < > | 17 | < > | 160.4 | < > | Max | 9 | 52% | 9 | 54% | 32 | 46% | 180 | 48% |
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