|
|
R2 |
RMSE |
美 |
日军 |
纳什 |
WI |
|
| XGBoost-RF模型 |
| 我的模型 |
0.76081 |
788890.3191 |
604981.6715 |
0.99102 |
0.75994 |
0.93074 |
| 模型二世 |
0.70272 |
879643.0411 |
589663.4386 |
0.63845 |
0.70154 |
0.90834 |
| 模型3 |
0.91381 |
472714.8598 |
339706.5592 |
0.43244 |
0.91381 |
0.97704 |
| 模型四世 |
0.92352 |
446670.1333 |
328896.3663 |
0.44469 |
0.92304 |
0.97921 |
| V模型 |
0.96647 |
323123.8558 |
208083.017 |
0.36537 |
0.95973 |
0.98879 |
| 模型六世 |
0.93993 |
394961.8018 |
274148.5711 |
0.41215 |
0.95603 |
0.98446 |
| 模型七世 |
0.90717 |
495125.5653 |
337773.447 |
0.43415 |
0.90544 |
0.97555 |
|
| XGBoost-ANN模型 |
| 我的模型 |
0.69691 |
860530.7166 |
839959.9524 |
0.77566 |
0.61666 |
0.83414 |
| 模型二世 |
0.88621 |
582676.712 |
290912.5011 |
0.26372 |
0.86904 |
0.96865 |
| 模型3 |
0.95504 |
341388.8802 |
224162.0108 |
0.37779 |
0.95505 |
0.98838 |
| 模型四世 |
0.95569 |
338911.6945 |
214402.0251 |
0.40876 |
0.95569 |
0.98856 |
| V模型 |
0.97551 |
253464.6776 |
151999.7328 |
0.40876 |
0.97522 |
0.99376 |
| 模型六世 |
0.95603 |
337627.8199 |
226863.17 |
0.41546 |
0.71921 |
0.91102 |
| 模型七世 |
0.70773 |
1108463.447 |
872191.1237 |
0.95867 |
0.52607 |
0.75929 |
|
| XGBoost-SVM模型 |
| 我的模型 |
0.71722 |
838810.8081 |
666081.6149 |
0.63946 |
0.71436 |
0.91413 |
| 模型二世 |
0.89679 |
527105.4427 |
333897.5918 |
0.40414 |
0.89283 |
0.97276 |
| 模型3 |
0.80479 |
717164.8809 |
466107.817 |
0.64501 |
0.80161 |
0.93934 |
| 模型四世 |
0.80151 |
735499.0773 |
491505.0568 |
0.65881 |
0.79134 |
0.93388 |
| V模型 |
0.8031 |
715627.4657 |
451267.6691 |
0.53051 |
0.80246 |
0.94242 |
| 模型六世 |
0.72157 |
853201.115 |
542534.255 |
0.60776 |
0.79545 |
0.93821 |
| 模型七世 |
0.80124 |
727702.5318 |
450836.0521 |
0.54879 |
0.79574 |
0.93678 |
|
|
