Table 11 Evaluation of the ensemble model. DEns-NN: NN + Ensemble layer (the optimization method)
From: Automatic DNN architecture design using CPSOTJUTT for power system inspection
| Â | DEns-VGG19 (Local solver) | DEns-VGG19 (CPSOTJUTT) | CPSOTJUTT-EM |
|---|---|---|---|
CIFAR-10 | 5.09 | 3.25 | 0.91 |
CIFAR-100 | 18.04 | 11.4 | 5.98 |
PSIID | 12.37 | 8.69 | 2.43 |
PSSID | 17.50 | 12.68 | 3.56 |
PLOID | 15.78 | 10.22 | 3.18 |