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Average computing time with standard error in seconds for Ising model and TGLG based network marker selection. All the computations run on a desktop computer with 3.40 GHz i7 CPU and 16 GB memory.
| Linear regression | Logistic regression | ||||
|---|---|---|---|---|---|
| Ising | TGLG | Ising | TGLG | ||
| p = 33 | Type 1 | 140.1(0.5) | 21.5(0.2) | 230.1(7.6) | 26.7(0.3) |
| Type 2 | 140.1(0.5) | 21.0(0.3) | 229.9(7.6) | 26.4(0.2) | |
| p = 110 | Type 1 | 1191.4(7.1) | 31.7(0.2) | 1210.1(10.1) | 37.7(1.0) |
| Type 2 | 1153.4(8.5) | 30.6(0.1) | 1203.6(8.4) | 36.5(0.9) | |
