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. 2021 Sep 2;9(9):e24402. doi: 10.2196/24402

Table 4.

Search time for each iteration.

Feature selection method Search time (seconds)

kNNa NBb RFc




Wrapper 23 159 876
FESCOMd 13 71 541

akNN: k-nearest neighbor.

bNB: Naïve Bayes.

cRF: random forest.

dFESCOM: hybrid feature selection method by combining filter and wrapper methods.