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Performance of NEAT in simulations S1 and S2
| Simulation | p KS | R 1 | R 5 | Sensitivity | Specificity | AUC |
|---|---|---|---|---|---|---|
| S1 | 0.510 | 1.56 | 1.17 | 73 % | 94 % | 0.894 |
| S2 | 0.125 | 1.20 | 1.12 | 78 % | 94 % | 0.927 |
p KS denotes the p-value of the Kolmogorov-Smirnov test for uniform distribution, AUC is an abbreviation for “area under the ROC curve”. In both simulations, the distribution of p-values under H 0 is uniform and the specificity is close to the expected 95 % value. Sensitivity and AUC are higher in simulation S2
