Table 1 Prediction accuracy summary (mean ± standard deviation).
Variation types | Prediction accuracy (single diagnosis mental disorder vs controls) | Prediction accuracy (mental disorder vs controls) | Prediction accuracy (hamming loss among 8 disorders) | Prediction accuracy (exactly matches among 8 disorders) |
|---|---|---|---|---|
Nonsynonymous SNVs | 71.7 ± 1.34% | 64.5 ± 1.2% | 0.28 ± 0.011 | 8.8 ± 1.1% |
Frameshift SNVs | 70.8 ± 1.61% | 64 ± 1.4% | 0.30 ± 0.007 | 8.4 ± 0.91% |
Stop codon SNV | 71.49 ± 1.69% | 65.1 ± 0.97% | 0.28 ± 0.004 | 7.2 ± 0.69% |
SNVs in UTR region | 72.4 ± 1.44% | 65.5 ± 1.1% | 0.31 ± 0.009 | 7.6 ± 1.2% |
SNVs in ncRNA | 72.6 ± 1.52% | 65.7 ± 1.3% | 0.29 ± 0.009 | 8.1 ± 1.4% |
SNVs in intronic regions | 72.8 ± 1.29% | 65.7 ± 1.1% | 0.28 ± 0.008 | 8.1 ± 0.98% |
SNVs in intergenic regions | 73.1 ± 1.23% | 64.6 ± 1.1% | 0.30 ± 0.006 | 9.3 ± 0.90% |
