Table 8:
Performance comparison of LR and MTL in antihypertensive drug prescription prediction.
Single drug: AUC | Combined prescription | |||||||||
---|---|---|---|---|---|---|---|---|---|---|
ACEIs | Alpha blockers | ARBs | Beta blockers | CCBs | Diuretics | Hydrochloro-thiazide | Mean Jaccard similarity | Accuracy | ||
LR | Mean | 0.847 | 0.938 | 0.856 | 0.820 | 0.844 | 0.892 | 0.855 | 0.714 | 0.596 |
SD | 0.003 | 0.007 | 0.002 | 0.003 | 0.001 | 0.005 | 0.004 | |||
Max | 0.852 | 0.950 | 0.860 | 0.827 | 0.847 | 0.904 | 0.865 | |||
MTL | Mean | 0.872 | 0.955 | 0.877 | 0.846 | 0.859 | 0.915 | 0.880 | 0.719 | 0.594 |
SD | 0.003 | 0.005 | 0.002 | 0.002 | 0.002 | 0.004 | 0.004 | |||
Max | 0.878 | 0.967 | 0.883 | 0.852 | 0.864 | 0.924 | 0.892 |