| Var Num |
Cross validation (inner/outer) |
Performance of Training dataset |
| CC |
RMSE |
MAE |
RAE |
RRSE |
| 5 |
inner1 |
0.4651 |
10.1162 |
7.2018 |
0.8693 |
0.8855 |
| inner2 |
0.4684 |
10.1391 |
7.1953 |
0.8672 |
0.8837 |
| inner3 |
0.4681 |
10.0993 |
7.1854 |
0.8687 |
0.8839 |
| inner4 |
0.4646 |
10.1212 |
7.1967 |
0.8700 |
0.8857 |
| inner5 |
0.4655 |
10.1357 |
7.2052 |
0.8702 |
0.8853 |
| outer |
0.4692 |
10.1052 |
7.1783 |
0.8668 |
0.8833 |
| 15 |
inner1 |
0.5559 |
9.6909 |
6.7923 |
0.8199 |
0.8482 |
| inner2 |
0.5546 |
9.7411 |
6.7971 |
0.8192 |
0.8490 |
| inner3 |
0.5580 |
9.6846 |
6.7783 |
0.8195 |
0.8475 |
| inner4 |
0.5528 |
9.7142 |
6.7863 |
0.8204 |
0.8501 |
| inner5 |
0.5574 |
9.7036 |
6.7913 |
0.8202 |
0.8475 |
| outer |
0.5653 |
9.6396 |
6.7350 |
0.8133 |
0.8426 |
| 30 |
inner1 |
0.5675 |
9.6735 |
6.7625 |
0.8163 |
0.8467 |
| inner2 |
0.5648 |
9.7334 |
6.7691 |
0.8158 |
0.8483 |
| inner3 |
0.5688 |
9.6707 |
6.7520 |
0.8163 |
0.8463 |
| inner4 |
0.5644 |
9.6995 |
6.7587 |
0.8171 |
0.8488 |
| inner5 |
0.5686 |
9.6900 |
6.7604 |
0.8165 |
0.8463 |
| outer |
0.5787 |
9.6069 |
6.6955 |
0.8085 |
0.8397 |
| 50 |
inner1 |
0.5546 |
9.7149 |
6.7959 |
0.8203 |
0.8503 |
| inner2 |
0.5513 |
9.7787 |
6.8099 |
0.8208 |
0.8523 |
| inner3 |
0.5551 |
9.7201 |
6.7899 |
0.8209 |
0.8507 |
| inner4 |
0.5525 |
9.7366 |
6.7939 |
0.8213 |
0.8520 |
| inner5 |
0.5556 |
9.7331 |
6.7987 |
0.8211 |
0.8501 |
| outer |
0.5682 |
9.6381 |
6.7287 |
0.8125 |
0.8424 |
| 100 |
inner1 |
0.5643 |
9.6711 |
6.7409 |
0.8137 |
0.8465 |
| inner2 |
0.5579 |
9.7510 |
6.7563 |
0.8143 |
0.8498 |
| inner3 |
0.5637 |
9.6803 |
6.7365 |
0.8144 |
0.8472 |
| inner4 |
0.5606 |
9.7010 |
6.7381 |
0.8146 |
0.8489 |
| inner5 |
0.5636 |
9.6955 |
6.7415 |
0.8142 |
0.8468 |
| outer |
0.5760 |
9.5959 |
6.6652 |
0.8049 |
0.8387 |
| 300 |
inner1 |
0.5551 |
9.6912 |
6.7585 |
0.8158 |
0.8483 |
| inner2 |
0.5483 |
9.7728 |
6.7785 |
0.8170 |
0.8517 |
| inner3 |
0.5538 |
9.7031 |
6.7618 |
0.8175 |
0.8492 |
| inner4 |
0.5496 |
9.7298 |
6.7611 |
0.8174 |
0.8515 |
| inner5 |
0.5523 |
9.7276 |
6.7643 |
0.8170 |
0.8496 |
| outer |
0.5662 |
9.6215 |
6.6852 |
0.8073 |
0.8410 |
| all |
inner1 |
0.5147 |
9.9085 |
6.9437 |
0.8381 |
0.8673 |
| inner2 |
0.5077 |
9.9881 |
6.9640 |
0.8393 |
0.8705 |
| inner3 |
0.5148 |
9.9088 |
6.9445 |
0.8396 |
0.8672 |
| inner4 |
0.5095 |
9.9408 |
6.9462 |
0.8397 |
0.8699 |
| inner5 |
0.5113 |
9.9471 |
6.9554 |
0.8400 |
0.8688 |
| outer |
0.5255 |
9.8525 |
6.8823 |
0.8311 |
0.8612 |
|
