Table 1.
Average performance of Fido-SNP on the hd-pathogenic and dog-omia data sets. All data contains pathogenic variants and an equal number of potentially benign variants randomly selected from dbSNP. Optimized performance of Fido-SNP obtained maximizing the MCC on the hd-pathogenic set. Performance on the validation set (dog-omia) considering a classification threshold of 0.1
Data set | Threshold | Q2 | TNR | NPV | TPR | PPV | MCC | AUC |
---|---|---|---|---|---|---|---|---|
hd-pathogenic | 0.09±0.02 | 0.87±0.04 | 0.91±0.04 | 0.86±0.01 | 0.85±0.01 | 0.91±0.04 | 0.77±0.04 | 0.91±0.01 |
dog-omia | 0.10±0.01 | 0.88±0.02 | 0.92±0.03 | 0.85±0.01 | 0.84±0.01 | 0.92±0.03 | 0.77±0.04 | 0.91±0.01 |
dog-omia* | 0.11±0.03 | 0.87±0.04 | 0.92±0.05 | 0.84±0.05 | 0.82±0.07 | 0.92±0.05 | 0.75±0.08 | 0.91±0.04 |
*Performance of Fido-SNP on the dog-omia data set using a 3-fold cross-validation procedure. The performance measures are defined in Supplementary Materials. The values are computed using the canfam3 assembly.