Table 1.
Performance of the AO-MPKELM models under different highest mixing orders.
D | RMSE | MAE | Time (s) | ||
---|---|---|---|---|---|
Training | Testing | Training | Testing | ||
2 | 4.78 × 10−3 | 4.08 × 10−3 | 3.62 × 10−3 | 3.16 × 10−3 | 0.68 |
3 | 4.87 × 10−4 | 4.63 × 10−4 | 3.98 × 10−4 | 3.48 × 10−4 | 0.78 |
4 | 8.76 × 10−5 | 1.66 × 10−4 | 6.26 × 10−5 | 1.23 × 10−4 | 0.97 |
5 | 6.54 × 10−5 | 1.80 × 10−4 | 4.81 × 10−5 | 1.34 × 10−4 | 1.16 |