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. 2021 Jan 19;17(1):e1007814. doi: 10.1371/journal.pcbi.1007814

Table 3. Performance of SVM and NB classifiers using the features selected by FCBF and SS strategies.

System Algorithm NB SVM #features Stability
MEF FCBF 94.60 ± 0.35 96.11 ± 0.28 46.80 ± 3.90 0.113
SS 93.88 ± 0.31 95.51 ± 0.33 3.00 ± 0.00 1
Liver FCBF 92.62 ± 0.51 92.84 ± 1.91 22.20 ± 4.38 0.132
SS 92.90 ± 0.44 92.10 ± 1.97 3.00 ± 0.00 1