Table 5. Different Responses of Optimization Experiments.
| run | droplet size (Y1, nm) |
PDI (Y2) |
entrapment
efficiency (Y3, %) |
|||
|---|---|---|---|---|---|---|
| actual value | predicted value | actual value | predicted value | actual value | predicted value | |
| 1 | 50.59 | 54.27 | 0.100 | 0.132 | 67.89 | 67.05 |
| 2 | 102.93 | 110.55 | 0.166 | 0.185 | 34.37 | 34.38 |
| 3 | 45.10 | 40.27 | 0.112 | 0.097 | 74.48 | 74.22 |
| 4 | 48.26 | 52.59 | 0.131 | 0.119 | 72.12 | 70.96 |
| 5 | 99.70 | 86.95 | 0.389 | 0.337 | 50.23 | 50.90 |
| 6 | 112.30 | 122.71 | 0.160 | 0.196 | 31.82 | 30.55 |
| 7 | 152.80 | 143.49 | 0.210 | 0.197 | 20.09 | 20.98 |
| 8 | 62.10 | 54.27 | 0.141 | 0.132 | 66.12 | 67.05 |
| 9 | 50.78 | 57.51 | 0.220 | 0.222 | 69.98 | 69.46 |
| 10 | 55.29 | 54.27 | 0.142 | 0.132 | 66.94 | 67.05 |
| 11 | 57.50 | 54.27 | 0.144 | 0.132 | 66.64 | 67.05 |
| 12 | 77.77 | 69.50 | 0.140 | 0.146 | 62.96 | 64.47 |
| 13 | 97.79 | 93.84 | 0.143 | 0.145 | 54.47 | 54.74 |
| 14 | 47.76 | 46.70 | 0.314 | 0.349 | 73.15 | 73.60 |
| 15 | 99.30 | 103.15 | 0.334 | 0.303 | 51.86 | 51.16 |
| 16 | 31.55 | 36.93 | 0.154 | 0.162 | 73.90 | 73.36 |
| 17 | 39.94 | 32.32 | 0.108 | 0.076 | 77.10 | 78.12 |
| 18 | 46.02 | 54.27 | 0.111 | 0.132 | 67.13 | 67.05 |
| 19 | 53.42 | 54.27 | 0.156 | 0.132 | 67.65 | 67.05 |
| 20 | 49.60 | 58.41 | 0.151 | 0.198 | 72.33 | 72.02 |