Research Article
Cognitive Inference Device for Activity Supervision in the Elderly
Table 7
Device error prediction results.
| Model | Structure | Eta | Epoch | Training error | Testing error |
| NN0 | 3-1 | 0.1 | 100 | — | — | 0.5 | 100 | — | — | NN1 | 3-5-1 | 0.1 | 100 | 0.33635 | 0.34335 | 0.5 | 100 | 0.29615 | 0.27612 | NN2 | 3-5-5-1 | 0.1 | 100 | 0.03345 | 0.03526 | 0.5 | 100 | 0.02215 | 0.02341 |
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