Table 2 Classification performance of gene exemplars per preprocessing method
From: mAPKL: R/ Bioconductor package for detecting gene exemplars and revealing their characteristics
Method | Exemplars | AUC | MCC | ACC | TNR | TPR |
|---|---|---|---|---|---|---|
clL2 | 15 | 0.94 | 0.84 | 92.0 | 0.88 | 1.00 |
mcL2 | 40 | 0.88 | 0.82 | 92.0 | 1.00 | 0.75 |
qL2 | 40 | 0.88 | 0.82 | 92.0 | 1.00 | 0.75 |
z | 17 | 0.81 | 0.62 | 83.0 | 0.88 | 0.75 |
mc | 28 | 0.81 | 0.62 | 83.0 | 0.88 | 0.75 |
cl | 17 | 0.75 | 0.63 | 83.0 | 1.00 | 0.50 |
q | 14 | 0.69 | 0.41 | 75.0 | 0.88 | 0.50 |
zL2 | 39 | 0.62 | 0.43 | 75.0 | 1.00 | 0.25 |