Table 4.
p-values for the effect of age, site, and sex on prediction error for the seven models on fold 1.
BLUP-mean | BLUP-quantiles | SVM | 6-layer CNN | Age spe. 6-layer CNN | ResNet | Inception V1 | |
---|---|---|---|---|---|---|---|
Age | 2.9E−10* | 5.8E−13* | 5.8E−46* | 7.3E−10* | 2.2E−13* | 9.1E−05* | 7.7E−20* |
Site | 3.7E−01 | 4.4E−02 | 4.5E−03 | 2.8E−02 | 4.3E−02 | 2.3E−02 | 5.0E−02 |
Sex | 7.1E−02 | 1.4E−01 | 3.6E−02 | 1.0E+00 | 8.5E−01 | 1.0E+00 | 5.4E−01 |
Significant after correction for multiple comparisons (i.e., p < 0.05/21 or p < 2.3E−3).