Table 3.
Error calculation in classifying the level of cognitive and emotional stress from both methods
| Fold | CDA | cvxEDA | ||||||
|---|---|---|---|---|---|---|---|---|
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| Hidden Neuron=30 | Hidden Neuron=50 | Hidden Neuron=25 | Hidden Neuron=50 | |||||
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| Error Training | Error Testing | Error Training | Error Testing | Error Training | Error Testing | Error Training | Error Testing | |
| 1 | 0.04 | 0.22 | 0.00 | 0.00 | 0.00 | 0.55 | 0.00 | 0.00 |
| 2 | 0.04 | 0.33 | 0.00 | 0.00 | 0.00 | 0.44 | 0.00 | 0.00 |
| 3 | 0.04 | 0.22 | 0.00 | 0.00 | 0.00 | 0.44 | 0.00 | 0.11 |
| 4 | 0.04 | 0.22 | 0.00 | 0.00 | 0.04 | 0.55 | 0.00 | 0.11 |
| 5 | 0.04 | 0.22 | 0.00 | 0.00 | 0.04 | 0.55 | 0.00 | 0.11 |
| 6 | 0.04 | 0.33 | 0.00 | 0.22 | 0.00 | 0.44 | 0.00 | 0.00 |
| Average Error | 0.04 | 0.26 | 0.00 | 0.04 | 0.01 | 0.50 | 0.00 | 0.05 |
| Accuracy | 73.36% | 95.56% | 50.00% | 94.45% | ||||