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. 2021 Jan 28;11:605012. doi: 10.3389/fgene.2020.605012

TABLE 1.

Performance of incremental feature selection (IFS) with support vector machine (SVM), random forest (RF), and repeated incremental pruning to produce error reduction (RIPPER) for classifying different tumor cells.

Classifier Number of features SN SP ACC MCC
SVM 169 1.000 0.987 0.990 0.967
RF 159 0.986 0.978 0.979 0.934
RIPPER 38 0.986 0.981 0.982 0.942