Table 1 Comparative Experimental Results (Testing Set)
Methods | MSE↓ | MAE↓ | \({R}^{2}\)↑ |
|---|---|---|---|
Ave.±Std. | Ave.±Std. | Ave.±Std. | |
RFCP | 3.06 ± 0.68 | 1.41 ± 0.17 | 0.35 ± 0.13 |
RFCPP | 2.47 ± 0.23 | 1.24 ± 0.07 | 0.48 ± 0.04 |
RFCPSP | 2.40 ± 0.27 | 1.21 ± 0.07 | 0.49 ± 0.03 |
MLPCP | 4.86 ± 0.49 | 1.87 ± 0.14 | -0.02 ± 0.13 |
MLPCPP | 3.39 ± 0.85 | 1.41 ± 0.22 | 0.28 ± 0.19 |
MLPCPSP | 2.91 ± 0.54 | 1.32 ± 0.16 | 0.39 ± 0.10 |
Mat-NRKGCPP | 2.18 ± 0.20 | 1.16 ± 0.06 | 0.54 ± 0.04 |
Mat-NRKG | 1.80 ± 0.23 | 1.02 ± 0.05 | 0.62 ± 0.02 |