方法 |
| n = 200 |
|
| n = 500 | ||||
模型 误差 | 正确 选择0 | 错误 选择0 | 选取 组数 |
| 模型 误差 | 正确 选择0 | 错误 选择0 | 选取 组数 | |
结构一: |
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GLasso | 1.213 | 243.28 | 0.00 | 5.72 |
| 0.726 | 248 | 0.00 | 7.25 |
GSCAD | 0.725 | 253.32 | 0.00 | 5.56 |
| 0.614 | 256.40 | 0.00 | 5.32 |
GBridge | 0.604 | 280.54 | 0.04 | 3.09 |
| 0.356 | 281.06 | 0.03 | 3.03 |
CMCP | 0.585 | 278.40 | 0.06 | 3.13 |
| 0.273 | 283.22 | 0.04 | 3.09 |
结构二: |
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GLasso | 2.751 | 75.68 | 0.00 | 7.48 |
| 1.102 | 98.22 | 0.00 | 7.25 |
GSCAD | 2.323 | 101.44 | 0.24 | 7.13 |
| 0.925 | 108.56 | 0.00 | 7.12 |
GBridge | 2.019 | 256.32 | 0.63 | 6.43 |
| 0.617 | 292.18 | 0.21 | 6.38 |
CMCP | 1.838 | 272.68 | 0.78 | 6.25 |
| 0.541 | 286.32 | 0.34 | 6.19 |