Table 7. Maximum and average AUCs for different encodings grouped by data set.
AUC | BD | CAD | CD | HT | RA | T1D | T2D | |
---|---|---|---|---|---|---|---|---|
Max | Add | 0.5834 | 0.5843 | 0.6178 | 0.5617 | 0.7276 | 0.8682 | 0.5861 |
Rec | 0.5752 | 0.5753 | 0.6158 | 0.5517 | 0.7191 | 0.8558 | 0.5837 | |
Gen | 0.5752 | 0.5771 | 0.6080 | 0.5559 | 0.7167 | 0.8521 | 0.5773 | |
Avg | Add | 0.5383 | 0.5571 | 0.5793 | 0.5226 | 0.6736 | 0.8031 | 0.5579 |
Rec | 0.5360 | 0.5551 | 0.5748 | 0.5210 | 0.6670 | 0.7931 | 0.5565 | |
Gen | 0.5365 | 0.5549 | 0.5731 | 0.5214 | 0.6655 | 0.7887 | 0.5559 |
For each encoding and data set, the maximum (max) and average (avg) AUC was calculated over all algorithms and p-value thresholds.