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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

From: Identification of usual interstitial pneumonia pattern using RNA-Seq and machine learning: challenges and solutions

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%)