Table 4 The performance measures of MLP and MLR for functional properties of nano \(\hbox {TiO}_2\) coated cotton.
Multifunctional properties | Methods | RMSE | MAE | \(\hbox {R}^{2}\) | r |
|---|---|---|---|---|---|
Nano \(\hbox {TiO}_2\) Coated amount | MLP | 41.19 | 27.97 | 0.903 | 0.9503 |
MLR | 70.94 | 55.64 | 0.86 | 0.9274 | |
Self-cleaning efficiency | MLP | 5.35 | 4.59 | 0.95 | 0.9747 |
MLR | 6.10 | 5.25 | 0.52 | 0.7211 | |
Antimicrobial efficiency | MLP | 7.51 | 6.98 | 0.95 | 0.9747 |
MLR | 8.27 | 7.69 | 0.54 | 0.7348 | |
UPF | MLP | 6.82 | 5.81 | 0.93 | 0.9644 |
MLR | 3.45 | 7.46 | 0.85 | 0.9220 |
