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Table 7 Comparison among the most prominent classification schemes

From: A multiscale and multiparametric approach for modeling the progression of oral cancer

Source of gene set Classifier Acc (%) Se (%) Sp (%) Kappa statistic AUC # of genes
Literature RF 78.94(±8.93) 82.5(±11.20) 75.4(±16.56) 0.58(±0.18) 0.841(±0.07) 28
Current work RF 80(±8.96) 85(±14.59) 75(±23.90) 0.6(±0.18) 0.856(±0.10) 9
Union of literature and current work ANN 91.23(±7.23) 94.7(±11.25) 87.7(±13.72) 0.82(±0.14) 0.957(±0.04) 37