Table 1. Average Pearson’s correlation (APC), mean arctan absolute percentage error (MAAPE) and their standard deviation (SD) for each trait (grain yield, GY, Plant height, PH, anthesis silking interval, ASI, days to heading, DTHD, plant height, PTHT, days to maturity, DTMT) and each maize and wheat dataset under study for three models, BMTME, BMORS and UT.
| Dataset | Model | Trait | APC | SD | MAAPE | SD |
|---|---|---|---|---|---|---|
| Maize dataset 1 | BMORS | ASI | 0.4263 | 0.0569 | 0.4024 | 0.0261 |
| Maize dataset 1 | BMORS | GY | 0.3449 | 0.0391 | 0.1142 | 0.0055 |
| Maize dataset 1 | BMORS | PH | 0.4683 | 0.0279 | 0.0395 | 0.0013 |
| Maize dataset 1 | BMTME | ASI | 0.4338 | 0.0509 | 0.3944 | 0.0228 |
| Maize dataset 1 | BMTME | GY | 0.3504 | 0.043 | 0.1112 | 0.0051 |
| Maize dataset 1 | BMTME | PH | 0.4502 | 0.0366 | 0.0392 | 0.0013 |
| Maize dataset 1 | UT | ASI | 0.4281 | 0.0525 | 0.3918 | 0.0226 |
| Maize dataset 1 | UT | GY | 0.3522 | 0.0368 | 0.1095 | 0.0054 |
| Maize dataset 1 | UT | PH | 0.4787 | 0.0281 | 0.0385 | 0.0013 |
| Wheat dataset 2 | BMORS | DTHD | 0.8533 | 0.0378 | 0.5625 | 0.0253 |
| Wheat dataset 2 | BMORS | PTHT | 0.4657 | 0.0434 | 0.6023 | 0.0234 |
| Wheat dataset 2 | BMTME | DTHD | 0.8716 | 0.0287 | 0.4633 | 0.0234 |
| Wheat dataset 2 | BMTME | PTHT | 0.4782 | 0.0419 | 0.6013 | 0.0203 |
| Wheat dataset 2 | UT | DTHD | 0.8557 | 0.0368 | 0.5405 | 0.0252 |
| Wheat dataset 2 | UT | PTHT | 0.4617 | 0.044 | 0.5935 | 0.0228 |
| Wheat Iranian dataset 3 | BMORS | DTHD | 0.5862 | 0.0166 | 0.0392 | 4.00E-04 |
| Wheat Iranian dataset 3 | BMORS | DTMT | 0.4288 | 0.0224 | 0.0605 | 8.00E-04 |
| Wheat Iranian dataset 3 | BMTME | DTHD | 0.5918 | 0.0155 | 0.0389 | 5.00E-04 |
| Wheat Iranian dataset 3 | BMTME | DTMT | 0.5182 | 0.0217 | 0.056 | 8.00E-04 |
| Wheat Iranian dataset 3 | UT | DTHD | 0.5863 | 0.0173 | 0.0393 | 4.00E-04 |
| Wheat Iranian dataset 3 | UT | DTMT | 0.4854 | 0.0208 | 0.0569 | 8.00E-04 |
| EYT dataset 4 | BMORS | DTHD | 0.8149 | 0.0105 | 0.0356 | 0.001 |
| EYT dataset 4 | BMORS | DTMT | 0.7768 | 0.0131 | 0.023 | 6.00E-04 |
| EYT dataset 4 | BMORS | GY | 0.4444 | 0.0224 | 0.0736 | 0.0021 |
| EYT dataset 4 | BMORS | Height | 0.5455 | 0.0207 | 0.0381 | 7.00E-04 |
| EYT dataset 4 | BMTME | DTHD | 0.8363 | 0.0075 | 0.0303 | 6.00E-04 |
| EYT dataset 4 | BMTME | DTMT | 0.7973 | 0.012 | 0.0212 | 5.00E-04 |
| EYT dataset 4 | BMTME | GY | 0.4311 | 0.0234 | 0.0734 | 0.0021 |
| EYT dataset 4 | BMTME | Height | 0.5728 | 0.0156 | 0.0374 | 8.00E-04 |
| EYT dataset 4 | UT | DTHD | 0.8161 | 0.0101 | 0.0341 | 8.00E-04 |
| EYT dataset 4 | UT | DTMT | 0.7726 | 0.013 | 0.0228 | 5.00E-04 |
| EYT dataset 4 | UT | GY | 0.4551 | 0.0231 | 0.0713 | 0.0018 |
| EYT dataset 4 | UT | Height | 0.5483 | 0.0182 | 0.0378 | 7.00E-04 |
| EYT dataset 5 | BMORS | DTHD | 0.8519 | 0.0154 | 0.0241 | 8.00E-04 |
| EYT dataset 5 | BMORS | DTMT | 0.7928 | 0.0165 | 0.016 | 6.00E-04 |
| EYT dataset 5 | BMORS | GY | 0.5589 | 0.0269 | 0.0694 | 0.0019 |
| EYT dataset 5 | BMORS | Height | 0.5563 | 0.0232 | 0.0349 | 0.001 |
| EYT dataset 5 | BMTME | DTHD | 0.8596 | 0.0132 | 0.0217 | 6.00E-04 |
| EYT dataset 5 | BMTME | DTMT | 0.8112 | 0.0153 | 0.0149 | 6.00E-04 |
| EYT dataset 5 | BMTME | GY | 0.5486 | 0.0257 | 0.0698 | 0.0019 |
| EYT dataset 5 | BMTME | Height | 0.563 | 0.0244 | 0.0348 | 0.0011 |
| EYT dataset 5 | UT | DTHD | 0.8519 | 0.0152 | 0.0237 | 7.00E-04 |
| EYT dataset 5 | UT | DTMT | 0.7902 | 0.0159 | 0.016 | 6.00E-04 |
| EYT dataset 5 | UT | GY | 0.5621 | 0.0271 | 0.0684 | 0.002 |
| EYT dataset 5 | UT | Height | 0.5591 | 0.0244 | 0.0346 | 0.001 |
| EYT dataset 6 | BMORS | DTHD | 0.8416 | 0.0104 | 0.0203 | 6.00E-04 |
| EYT dataset 6 | BMORS | DTMT | 0.7292 | 0.0128 | 0.0161 | 3.00E-04 |
| EYT dataset 6 | BMORS | GY | 0.4855 | 0.0206 | 0.0779 | 0.0025 |
| EYT dataset 6 | BMORS | Height | 0.5093 | 0.0198 | 0.0434 | 9.00E-04 |
| EYT dataset 6 | BMTME | DTHD | 0.8278 | 0.0095 | 0.0204 | 7.00E-04 |
| EYT dataset 6 | BMTME | DTMT | 0.7525 | 0.0116 | 0.0151 | 3.00E-04 |
| EYT dataset 6 | BMTME | GY | 0.5043 | 0.0195 | 0.0755 | 0.0022 |
| EYT dataset 6 | BMTME | Height | 0.5077 | 0.0232 | 0.0425 | 8.00E-04 |
| EYT dataset 6 | UT | DTHD | 0.8425 | 0.0101 | 0.0201 | 6.00E-04 |
| EYT dataset 6 | UT | DTMT | 0.731 | 0.0127 | 0.016 | 3.00E-04 |
| EYT dataset 6 | UT | GY | 0.489 | 0.0183 | 0.0774 | 0.0023 |
| EYT dataset 6 | UT | Height | 0.514 | 0.0187 | 0.0424 | 9.00E-04 |
| EYT dataset 7 | BMORS | DTHD | 0.8406 | 0.0098 | 0.0314 | 6.00E-04 |
| EYT dataset 7 | BMORS | DTMT | 0.8576 | 0.0082 | 0.0174 | 4.00E-04 |
| EYT dataset 7 | BMORS | GY | 0.512 | 0.0226 | 0.0686 | 0.0016 |
| EYT dataset 7 | BMORS | Height | 0.3994 | 0.0258 | 0.048 | 0.0013 |
| EYT dataset 7 | BMTME | DTHD | 0.8549 | 0.0092 | 0.0291 | 8.00E-04 |
| EYT dataset 7 | BMTME | DTMT | 0.8674 | 0.0083 | 0.0163 | 5.00E-04 |
| EYT dataset 7 | BMTME | GY | 0.468 | 0.0274 | 0.0714 | 0.0014 |
| EYT dataset 7 | BMTME | Height | 0.4306 | 0.0276 | 0.0468 | 0.0014 |
| EYT dataset 7 | UT | DTHD | 0.8403 | 0.0097 | 0.0307 | 7.00E-04 |
| EYT dataset 7 | UT | DTMT | 0.8582 | 0.0079 | 0.0172 | 5.00E-04 |
| EYT dataset 7 | UT | GY | 0.5132 | 0.024 | 0.0684 | 0.0016 |
| EYT dataset 7 | UT | Height | 0.4006 | 0.0263 | 0.0468 | 0.0014 |