Table 7.
AUC of the benchmark model relative to the network segmented models under the four methods.
| Statistic | P-value | Significance | Statistic | P-value | Significance | ||
| Lasso | Adaptive lasso | ||||||
| CSM | NS-CSM(γ = 0.05) | -0.7639 | 0.2225 | -0.8598 | 0.1950 | ||
| NS-CSM(γ = 0.1) | -1.4972 | 0.0672 | * | -1.3129 | 0.0946 | * | |
| Elastic-net | Adaptive elastic-net | ||||||
| CSM | NS-CSM(γ = 0.05) | -0.8241 | 0.2050 | -0.8728 | 0.1914 | ||
| NS-CSM(γ = 0.1) | -1.5770 | 0.0574 | * | -1.5327 | 0.0627 | * | |