TABLE 2
The averaged community detection errors of competing methods over 50 independent replications with their standard errors in Example 2.
 | SBIM | SCM | MLE | LSE | LMF | COR |
|---|---|---|---|---|---|---|
| 0.10 |  | 0.2431(0.0125) | 0.0248(0.0098) | 0.0417(0.0124) | 0.3553(0.0069) | 0.3210(0.0095) |
| 0.12 |  | 0.2570(0.0117) | 0.0095(0.0057) | 0.0142(0.0069) | 0.2971(0.0105) | 0.2824(0.0078) |
| 0.14 |  | 0.2308(0.0133) | 0.0072(0.0049) | 0.0084(0.0051) | 0.2869(0.0071) | 0.2635(0.0071) |
| 0.16 |  | 0.2374(0.0118) | 0.0002(0.0001) | 0.0007(0.0004) | 0.2513(0.0099) | 0.2367(0.0085) |
| SBIM | SCM | MLE | LSE | LMF | COR |
|---|---|---|---|---|---|---|
| 0.10 | | 0.2431(0.0125) | 0.0248(0.0098) | 0.0417(0.0124) | 0.3553(0.0069) | 0.3210(0.0095) |
| 0.12 | | 0.2570(0.0117) | 0.0095(0.0057) | 0.0142(0.0069) | 0.2971(0.0105) | 0.2824(0.0078) |
| 0.14 | | 0.2308(0.0133) | 0.0072(0.0049) | 0.0084(0.0051) | 0.2869(0.0071) | 0.2635(0.0071) |
| 0.16 | | 0.2374(0.0118) | 0.0002(0.0001) | 0.0007(0.0004) | 0.2513(0.0099) | 0.2367(0.0085) |
Note: The best performer in each case is bold-faced.
TABLE 2
The averaged community detection errors of competing methods over 50 independent replications with their standard errors in Example 2.
| SBIM | SCM | MLE | LSE | LMF | COR |
|---|---|---|---|---|---|---|
| 0.10 | | 0.2431(0.0125) | 0.0248(0.0098) | 0.0417(0.0124) | 0.3553(0.0069) | 0.3210(0.0095) |
| 0.12 | | 0.2570(0.0117) | 0.0095(0.0057) | 0.0142(0.0069) | 0.2971(0.0105) | 0.2824(0.0078) |
| 0.14 | | 0.2308(0.0133) | 0.0072(0.0049) | 0.0084(0.0051) | 0.2869(0.0071) | 0.2635(0.0071) |
| 0.16 | | 0.2374(0.0118) | 0.0002(0.0001) | 0.0007(0.0004) | 0.2513(0.0099) | 0.2367(0.0085) |
| SBIM | SCM | MLE | LSE | LMF | COR |
|---|---|---|---|---|---|---|
| 0.10 | | 0.2431(0.0125) | 0.0248(0.0098) | 0.0417(0.0124) | 0.3553(0.0069) | 0.3210(0.0095) |
| 0.12 | | 0.2570(0.0117) | 0.0095(0.0057) | 0.0142(0.0069) | 0.2971(0.0105) | 0.2824(0.0078) |
| 0.14 | | 0.2308(0.0133) | 0.0072(0.0049) | 0.0084(0.0051) | 0.2869(0.0071) | 0.2635(0.0071) |
| 0.16 | | 0.2374(0.0118) | 0.0002(0.0001) | 0.0007(0.0004) | 0.2513(0.0099) | 0.2367(0.0085) |
Note: The best performer in each case is bold-faced.
