Model prediction performance
| Regression (Predicted ΔPSE Against Real ΔPSE) | PSE Error [N/m] | JND [N/m] | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| Intercept [N/m] | Slope [au] | p- value | Force (Real = 0.16) | Stretch (Real = 20.64) | Force (Real = 12.13) | Stretch (Real = 14.95) | ||||
| Model | Accuracy | Predicted | Error | Predicted | Error | |||||
| Maximum penetration | 69.51 | −2.67 | −0.15 | 0.13 | −1.84 | 24.35 | 16.97 | −4.84 | 18.93 | −3.97 |
| Maximum velocity | 54.15 | 11.5 | −0.06 | 0.96 | −0.51 | 9.67 | 73.20 | −61.07 | 55.26 | −40.32 |
| Average velocity | 50.19 | −16.95 | −3.46 | 0.58 | −79.10 | 29.16 | 2447.30 | −2435.13 | −133.31 | 148.25 |
| Maximum grip force | 59.18 | −5.75 | −0.18 | 0.86 | 11.41 | 41.33 | 136.58 | −124.45 | 94.65 | −79.70 |
| Logistic regression | 64.54 ± 0.03 | 6.85 | −0.30 | 0.77 | −70.57 | −50.81 | 48.78 | −36.66 | 61.23 | −46.28 |