模型(股票) | 运行时间(秒) | R平方 | MAE | MSE | RMSE | MAPE |
DT (0005) | 433 | 0.9896 | 1.0979 | 2.2564 | 1.5021 | 0.0207 |
SVM (0005) | 431 | 0.9881 | 1.1665 | 2.5715 | 1.6036 | 0.0221 |
DT (2888) | 444 | 0.9755 | 1.6462 | 5.0155 | 2.2395 | 0.0284 |
SVM (2888) | 442 | 0.9753 | 1.6673 | 5.0640 | 2.2503 | 0.0288 |
DT (0023) | 488 | 0.9906 | 0.5052 | 0.5482 | 0.7404 | 0.0234 |
SVM (0023) | 490 | 0.9900 | 0.5228 | 0.5874 | 0.7664 | 0.0244 |
DT (3988) | 439 | 0.9715 | 0.0631 | 0.0080 | 0.0894 | 0.0187 |
SVM (3988) | 436 | 0.9546 | 0.0867 | 0.0127 | 0.1127 | 0.0261 |
DT (0939) | 441 | 0.9328 | 0.1416 | 0.0368 | 0.1918 | 0.0218 |
SVM (0939) | 438 | 0.9169 | 0.1638 | 0.0455 | 0.2134 | 0.0256 |
DT (1398) | 459 | 0.9445 | 0.1235 | 0.0275 | 0.1658 | 0.0228 |
SVM (1398) | 455 | 0.9236 | 0.1449 | 0.0378 | 0.1944 | 0.0269 |
平均值 | 450 | 0.9628 | 0.6108 | 1.3509 | 0.8392 | 0.0241 |