Table 1 Simulation scenarios for the evaluation of the importance scores and the prediction accuracy
Scenario | N | plateau | censoring | Noise covariables |
|---|---|---|---|---|
1 (a) | 10 | |||
1 (b) | 250 | 25 % | 10 % | 100 |
1 (c) | 500 | |||
2 (a) | 10 | |||
2 (b) | 250 | 25 % | 25 % | 100 |
2 (c) | 500 | |||
3 (a) | 10 | |||
3 (b) | 250 | 50 % | 10 % | 100 |
3 (c) | 500 | |||
4 (a) | 10 | |||
4 (b) | 250 | 50 % | 25 % | 100 |
4 (c) | 500 | |||
5 (a) | 10 | |||
5 (b) | 500 | 25 % | 10 % | 100 |
5 (c) | 500 | |||
6 (a) | 10 | |||
6 (b) | 500 | 25 % | 25 % | 100 |
6 (c) | 500 | |||
7 (a) | 10 | |||
7 (b) | 500 | 50 % | 10 % | 100 |
7 (c) | 500 | |||
8 (a) | 10 | |||
8 (b) | 500 | 50 % | 25 % | 100 |
8 (c) | 500 |