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. 2021 Jun 9;22(6):bbab207. doi: 10.1093/bib/bbab207

Table 1.

Model performance using three different SNP sets.

Dataset of P-value Inline graphic Dataset of P-value Inline graphic Dataset of P-value Inline graphic
Metrics Random Forest SVM Our Model Random Forest SVM Our Model Random Forest SVM Our Model
AUC 0.5898 0.5792 0.5840 0.7152 0.7878 0.7808 0.8027 0.9374 0.9570
Accuracy 0.5491 0.5840 0.5390 0.6751 0.7204 0.7229 0.7103 0.8640 0.9018
Sensitivity 0.4826 0.3930 0.5918 0.6119 0.7164 0.7449 0.5970 0.8607 0.8980
Specificity 0.6173 0.6888 0.4876 0.7398 0.7245 0.7015 0.8265 0.8673 0.9055