Table 3 Summary of results. For each algorithm, agreement with all experts (agree_all), with any expert (agree_any), and with the majority vote of all experts (agree_majority) is shown for the top-1, top-2, and top-3 ranked treatment recommendations
From: A drug recommender system for the treatment of hypertension
RE-glob | top-1 | 0.00 (0.00) | 0.00 | 0.00 |
top-2 | 0.11 (0.08) | 0.09 | 0.04 | |
top-3 | 0.19 (0.18) | 0.39 | 0.09 | |
RE-loc | top-1 | 0.18 (0.10) | 0.30 | 0.09 |
top-2 | 0.60 (0.06) | 0.70 | 0.52 | |
top-3 | 0.80 (0.07) | 0.91 | 0.83 | |
RE-glob-eb | top-1 | 0.01 (0.02) | 0.04 | 0.00 |
top-2 | 0.16 (0.14) | 0.26 | 0.04 | |
top-3 | 0.45 (0.14) | 0.52 | 0.39 | |
RE-loc-eb | top-1 | 0.18 (0.14) | 0.39 | 0.04 |
top-2 | 0.80 (0.05) | 0.87 | 0.74 | |
top-3 | 0.96 (0.03) | 1.00 | 1.00 | |
agree_all | agree_any | agree_majority | ||