Table 3.
Approach | Test set 1 |
Test set 2 |
Test set 3 |
Test set 4 |
Test set 5 |
|||||
---|---|---|---|---|---|---|---|---|---|---|
Sens | PPV | Sens | PPV | Sens | PPV | Sens | PPV | Sens | PPV | |
GATK | 0.92 | 0.82 | 0.90 | 0.73 | 0.95 | 0.31 | 0.86 | 0.73 | 0.92 | 0.94 |
Platypus | 0.93 | 0.81 | 0.93 | 0.83 | 0.97 | 0.13 | 0.91 | 0.30 | 0.90 | 0.94 |
VarScan | 0.84 | 0.84 | 0.82 | 0.73 | 0.91 | 0.51 | 0.73 | 0.55 | 0.71 | 0.94 |
LoFreq | 0.98 | 0.29 | 0.98 | 0.71 | 0.94 | 0.31 | 0.73 | 0.01 | 0.79 | 0.88 |
FreeBayes | 0.99 | 0.02 | 1.00 | 0.01 | 0.99 | 0.07 | 0.95 | 0.01 | 0.96 | 0.25 |
SNVer | 0.91 | 0.91 | 0.94 | 0.81 | 0.97 | 0.10 | 0.64 | 0.04 | 0.73 | 0.98 |
SAMtools | 0.82 | 0.83 | 0.81 | 0.75 | 0.93 | 0.68 | 0.70 | 0.53 | 0.86 | 0.99 |
VarDict | 0.96 | 0.78 | 0.99 | 0.30 | 0.99 | 0.25 | 0.91 | 0.09 | 0.97 | 0.83 |
8 tools | 1.00 | 0.02 | 1.00 | 0.01 | 0.99 | 0.05 | 0.99 | 0.01 | 1.00 | 0.25 |
single-appreci8 | 0.99 | 0.88 | 1.00 | 0.76 | 0.99 | 0.36 | 0.93 | 0.19 | 0.96 | 0.97 |
appreci8 | 0.98 | 0.99 | 1.00 | 0.99 | 0.99 | 0.76 | 0.93 | 0.65 | 1.00 | 1.00 |