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 |