Skip to main content
. 2021 Mar 22;12:652315. doi: 10.3389/fgene.2021.652315

Table 2.

Model performance.

Model Se Sp AUC ACC Youden F-measure MCC G-means
GA-KPLS 0.925 0.984 0.955 0.968 0.909 0.939 0.921 0.953
RF 0.319 0.974 0.646 0.793 0.293 0.445 0.427 0.535
LASSO 0.605 0.943 0.774 0.850 0.548 0.678 0.608 0.745
RR 0.469 1.000 0.734 0.853 0.469 0.618 0.620 0.669
Logit 0.549 0.574 0.591 0.567 0.122 0.410 0.112 0.548
SVM 0.870 0.989 0.929 0.956 0.859 0.913 0.891 0.926