From: Addressing the Challenge of Defining Valid Proteomic Biomarkers and Classifiers
 | All data | 30% data hold out | ||||||
---|---|---|---|---|---|---|---|---|
# resamples | N = 0 | N = 2 | N = 10 | N = 20 | N = 30 | N = 40 | N = 50 | N = 100 |
f(100%) | 141 | 44 | 16 | 12 | 7 | 8 | 7 | 6 |
f(80%) | 141 | 44 | 32 | 27 | 22 | 16 | 20 | 21 |
f(50%) | 141 | 125 | 53 | 57 | 49 | 45 | 46 | 47 |
Concordance in test set | ||||||||
 | 58 (41%) | 19 (43%) | 11 (68%) | 10 (83%) | 7 (100%) | 7 (87%) | 6 (85%) | 6 (100%) |
 | 58 (41%) | 19 (43%) | 21 (65%) | 18 (66%) | 16 (72%) | 13 (81%) | 15 (75%) | 16 (76%) |
 | 58 (41%) | 43 (34%) | 26 (49%) | 30 (52%) | 26 (53%) | 26 (57%) | 25 (54%) | 25 (53%) |