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. 2022 Feb 2;22(3):1148. doi: 10.3390/s22031148

Table 13.

Best results for THRESHOLD 0.65: We counted the number of times the sensitivity threshold of 0.65 was exceeded. We considered variants v1 to v6. The best method was found to be svm_linear and com3 and variants v4 and v2. Slightly better were v4 and svm_linear. It is worth noting that com3 also includes svm_linear. In yellow, we highlighted the best methods and variants.

Method v1 v2 v3 v4 v5 v6 sum(v1:v4) sum(v1:v6)
1nn 0 1 0 1 1 0 2 3
nb 0 0 0 1 0 0 1 1
svm_linear 2 5 3 4 4 3 14 21
svm_radial 0 0 0 0 0 0 0 0
svm_polynomial 0 0 0 0 0 0 0 0
svm_sigmoid 0 0 0 1 0 0 1 1
lg 1 0 2 2 0 0 5 5
rf 1 1 0 1 1 0 3 4
com3 0 5 3 5 13
sum 4 12 8 15 6 3