Table 4.
Sensitivity (true-positive rate, TPR), specificity (true-negative rate, TNR), and accuracy (ACC) for the faller classification using the SWAP 4 and SWAP 82 tasks.
| Neurons | Epochs | Regularisation | SWAP 4 | SWAP 82 | ||||
|---|---|---|---|---|---|---|---|---|
| TPR | TNR | ACC | TPR | TNR | ACC | |||
| 5 | 2 | false | 88% | 75% | 85% | 94% | 38% | 83% |
| 5 | 2 | true | 91% | 25% | 78% | 88% | 50% | 80% |
| 5 | 4 | false | 84% | 38% | 75% | 84% | 50% | 78% |
| 5 | 4 | true | 97% | 0% | 78% | 81% | 50% | 75% |
| 5 | 20 | false | 75% | 38% | 68% | 88% | 75% | 85% |
| 5 | 20 | true | 94% | 13% | 78% | 81% | 75% | 80% |
| 7 | 2 | false | 69% | 38% | 63% | 91% | 75% | 88% |
| 7 | 2 | true | 88% | 25% | 75% | 78% | 50% | 73% |
| 7 | 4 | false | 88% | 13% | 73% | 82% | 88% | 83% |
| 7 | 4 | true | 88% | 0% | 70% | 88% | 50% | 80% |
| 7 | 20 | false | 78% | 38% | 70% | 91% | 88% | 90% |
| 7 | 20 | true | 94% | 0% | 75% | 88% | 88% | 88% |
| 10 | 2 | false | 66% | 63% | 65% | 88% | 50% | 80% |
| 10 | 2 | true | 82% | 25% | 70% | 78% | 63% | 75% |
| 10 | 4 | false | 88% | 25% | 75% | 88% | 88% | 88% |
| 10 | 4 | true | 84% | 13% | 70% | 81% | 25% | 70% |
| 10 | 20 | false | 75% | 25% | 65% | 84% | 88% | 85% |
| 10 | 20 | true | 91% | 13% | 75% | 81% | 50% | 75% |