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.