模型 | 区间宽度 | 提高比率 | ||||||||
DES | ARIMA | MLP | SES | SVM | Elman | BP | Proposal 1 | Proposal 1 | ||
DES | 0.0426 | 0 |
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ARIMA | 0.0411 | 3.37% | 0 |
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MLP | 0.0386 | 9.41% | 6.25% | 0 |
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SES | 0.0378 | 11.33% | 8.23% | 2.11% | 0 |
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SVM | 0.0360 | 15.61% | 12.66% | 6.84% | 4.83% | 0 |
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Elman | 0.0350 | 17.92% | 15.06% | 9.39% | 7.44% | 2.74% | 0 |
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BP | 0.0322 | 24.37% | 21.73% | 16.51% | 14.71% | 10.38% | 7.86% | 0 |
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Proposal 1 | 0.0208 | 51.29% | 49.59% | 46.23% | 45.07% | 42.28% | 40.66% | 35.59% | 0 |
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Proposal 2 | 0.0083 | 80.52% | 79.84% | 78.49% | 78.03% | 76.91% | 76.26% | 74.24% | 60.00% | 0 |