Skip to main content

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