模型 | 率定期(1951.1~1998.12) | 检验期(1999.1~2009.12) | ||||||
NS | WB | REmax | REmin | NS | WB | REmax | REmin | |
SAR | 0.48 | 1.00 | 0.29 | 0.43 | 0.36 | 1.18 | 0.42 | 0.34 |
SSA-SAR | 0.56 | 1.00 | 0.21 | 0.34 | 0.36 | 1.18 | 0.40 | 0.29 |
SVM | 0.45 | 0.85 | 0.33 | 0.34 | 0.43 | 1.00 | 0.29 | 0.39 |
SSA-SVM | 0.83 | 0.99 | 0.13 | 0.36 | 0.82 | 1.03 | 0.12 | 0.42 |
LSSVM | 0.43 | 1.00 | 0.32 | 0.82 | 0.38 | 1.16 | 0.31 | 0.64 |
SSA-LSSVM | 0.89 | 1.00 | 0.11 | 0.47 | 0.84 | 1.04 | 0.09 | 0.59 |