Table 2.
Summary statistics on novel-HC genes.
| Paper | AUROC | P20R (%) | P43R (%) |
|---|---|---|---|
| Princeton | 0.67 (0.60, 0.74) | 0.88 (0.56, 1.00) | 0.85 (0.47, 1.16) |
| FRN | 0.73 (0.67, 0.79) | 1.28 (0.69, 4.61) | 0.87 (0.55, 1.33) |
| DAMAGES | 0.80 (0.75, 0.85) | 1.25 (0.87, 1.79) | 1.40 (0.76, 1.90) |
| RF_Lin | 0.77 (0.71, 0.83) | 2.12 (0.96, 3.94) | 1.49 (0.84, 1.87) |
| PANDA | 0.72 (0.66, 0.79) | 1.08 (0.44, 3.69) | 0.68 (0.43, 0.96) |
| forecASD | 0.89 (0.84, 0.94) | 7.13 (4.63, 11.21) | 5.56 (3.24, 9.38) |
| DAWN | 0.58 (0.53, 0.63) | 0.69 (0.37, 1.37) | 0.53 (0.35, 0.72)a |
| ExAC_pLI | 0.77 (0.72, 0.83) | 1.14 (0.69, 1.92) | 1.11 (0.78, 1.46) |
| gnomAD_pLI | 0.75 (0.7, 0.81) | 1.05 (0.70, 2.08) | 1.15 (0.72, 1.39) |
| oe_LoF | 0.79 (0.74, 0.84) | 0.96 (0.64, 1.45) | 1.10 (0.81, 1.37) |
| DeRubeis | 0.72 (0.65, 0.79) | 4.73 (2.08, 5.60) | 2.37 (1.44, 3.77) |
| Sanders | 0.76 (0.69, 0.84) | 6.20 (3.49, 10.54) | 2.80 (1.68, 6.33) |
| iHart | 0.78 (0.71, 0.85) | 42.35 (5.00, 58.33) | 4.07 (1.69, 7.61) |
| Satterstrom | 0.85 (0.79, 0.91) | 50.00 (37.57, 75.79) | 54.13 (24.41, 69.91) |
| Iossifov | 0.76 (0.70, 0.82) | 1.82 (1.24, 3.65) | 1.83 (1.10, 2.68) |
AUROC area under the receiver operator characteristic curve, P20R precision at 20% recall, P43R precision at 43% recall. Values in parentheses are the upper and lower 95% confidence interval bounds. aFor P43R indicates a tie at recall of 20/43% of gene set.