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. 2020 Feb 6;2(1):lqaa004. doi: 10.1093/nargab/lqaa004

Table 1.

Variant calling metrics for all datasets

AUROC AUPRC ICI
Scenario Mutation profile μ (estimated) MuTect BATCAVE MuTect BATCAVE MuTect BATCAVE
100× whole genome Concentrated 3.6e-7 0.987 0.993 0.972 0.975 0.117 0.287
100× whole genome Intermediate 3.2e-7 0.987 0.989 0.972 0.973 0.118 0.214
100× whole genome Diffuse 3.2e-7 0.988 0.989 0.971 0.973 0.120 0.219
500× whole exome Concentrated 3.6e-7 0.848 0.929 0.674 0.758 0.138 0.109
500× whole exome Intermediate 3.6e-7 0.847 0.881 0.677 0.706 0.108 0.112
500× whole exome Diffuse 3.6e-7 0.850 0.873 0.676 0.698 0.105 0.116
real AML (52) Actual 3.6e-8 0.996 0.988
real breast (4) Actual 6.6e-7 0.972 0.968

μ = per-base mutation rate, AUROC/AUPRC = Area Under Receiver Operating Characteristic/Precision-Recall Curve, ICI = Integrated Calibration Index. Smaller values of ICI are superior.