模型 批次 | 455 | 460 | 465 | 470 | 475 | 480 | ||||||
实际 | 预测 | 实际 | 预测 | 实际 | 预测 | 实际 | 预测 | 实际 | 预测 | 实际 | 预测 | |
RNN | 13.157 | 14.184 | 14.230 | 15.032 | 14.484 | 15.069 | 14.338 | 14.970 | 15.653 | 15.792 | 14.155 | 15.133 |
ACO优化LightGBM回归 | 14.156 | 14.253 | 14.975 | 15.012 | 14.718 | 14.827 | 14.567 | 14.521 | 15.813 | 15.754 | 14.392 | 14.413 |
Catboost | 13.484 | 13.763 | 14.463 | 14.573 | 14.816 | 14.826 | 14.567 | 14.521 | 15.812 | 15.754 | 14.392 | 14.413 |
随机森林 | 13.484 | 13.561 | 14.463 | 14.550 | 14.718 | 14.852 | 14.641 | 15.010 | 15.813 | 15.770 | 14.392 | 14.477 |