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. 2018 Apr 16;2017:1828–1837.

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