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. 2019 May 22;47(W1):W136–W141. doi: 10.1093/nar/gkz420

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.