Table 4 Estimation of variability of scores from the two classifiers using linear mixed effect models. The percentage (%) is the ratio of estimated variability to the range between 5% and 95% quantiles in classification scores
Classifier | Between-run | Intra-run (Residual) | Inter-run (Total) |
|---|---|---|---|
Ensemble | 0.28 (4.0%) | 0.37 (5.3%) | 0.46 (6.5%) |
Penalized logistic regression | 0.10 (2.6%) | 0.19 (4.9%) | 0.22 (5.6%) |