Identification of Novel Noninvasive Diagnostics Biomarkers in the Parkinson’s Diseases and Improving the Disease Classification Using Support Vector Machine

Table 1

results of fitting support vector machine using ELANE, GNB5, and GNG11 genes.

Method	Sensitivity	Specificity	PPV	NPV	ACC
SVM	0.9	0.875	0.9	0.875	0.889

Sensitivity in this table means that 90% of genes were correctly predicted as a causative agent of the disease and specificity means that 87% of genes outside this group do not play a role in causing the disease.