Table 4.
Average AUC values for Datasets 3–26 and 27–38
| Datasets 3–26 | Datasets 27–38 | ||||||
| Method | MAS | RMA | DFW | MAS | RMA | DFW | Average |
| WAD | 96.740(1) | 91.373(6) | 91.407(5) | 92.416(1) | 96.732(2) | 94.090(4) | 93.793 |
| AD | 93.755(6) | 93.098(2) | 92.239(2) | 87.411(7) | 96.766(1) | 94.222(2) | 92.915 |
| FC | 93.625(7) | 93.117(1) | 92.239(2) | 88.230(6) | 96.726(3) | 94.221(3) | 93.026 |
| RP | 91.511(8) | 92.540(3) | 92.534(1) | 84.552(8) | 96.526(4) | 94.665(1) | 92.055 |
| modT | 95.673(5) | 91.381(5) | 90.109(7) | 90.895(4) | 95.277(7) | 92.355(7) | 92.615 |
| samT | 95.947(3) | 91.231(8) | 89.959(8) | 90.305(5) | 95.702(5) | 92.052(8) | 92.533 |
| shrinkT | 95.733(4) | 91.316(7) | 91.451(4) | 90.968(3) | 94.851(8) | 93.684(5) | 93.001 |
| ibmT | 96.344(2) | 91.771(4) | 90.252(6) | 91.921(2) | 95.491(6) | 92.427(6) | 93.034 |
| Average | 94.916 | 91.978 | 91.274 | 89.587 | 96.009 | 93.465 | |
Analyses of Datasets 3–26 and Datasets 27–38 were performed using MAS- and RMA-preprocessed data, respectively, following the choice of preprocessing algorithm in the original papers.