From: Collective judgment predicts disease-associated single nucleotide variants
Method | Dataset | Q2 | PPV | TPR | NPV | TNR | MCC | AUC | %DB |
---|---|---|---|---|---|---|---|---|---|
PANTHER | NSV-2012 | 0.74 | 0.81 | 0.71 | 0.68 | 0.78 | 0.49 | 0.75 | 75 |
PhD-SNP | Â | 0.77 | 0.78 | 0.77 | 0.77 | 0.78 | 0.55 | 0.84 | 100 |
SIFT | Â | 0.68 | 0.79 | 0.53 | 0.62 | 0.85 | 0.39 | 0.73 | 93 |
SNAP | Â | 0.64 | 0.59 | 0.91 | 0.80 | 0.38 | 0.34 | 0.79 | 100 |
CONDEL | Â | 0.75 | 0.78 | 0.70 | 0.72 | 0.81 | 0.51 | 0.82 | 100 |
Meta-SNP | NSV-2012 | 0.79 | 0.79 | 0.80 | 0.80 | 0.79 | 0.59 | 0.86 | 100 |
 | Consensus | 0.87 | 0.88 | 0.89 | 0.87 | 0.85 | 0.74 | 0.91 | 42 |
 | Majority | 0.77 | 0.77 | 0.74 | 0.77 | 0.79 | 0.53 | 0.83 | 42 |
 | Tie | 0.68 | 0.61 | 0.67 | 073 | 0.69 | 0.35 | 0.72 | 16 |