Suicide-risk prediction on CHIME suicide-risk study (aggregated across 27 facilities)
79.58AUROC (Median)Trans-GLMC
Evaluation results
| Method | Links | ||||||||||||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Trans-GLMCreplicates_per_facility=10, total_facilities=272026.06 | 79.58 | 76.99 | 56.81 | 86.41 | 6.73 | 5.27 | 1.21 | 11.88 | 52.62 | 48.72 | 30 | 66.02 | 1.79 | 1.18 | 0.23 | 5.17 | 38 | 34.88 | 20 | 53.54 | 2.69 | 1.82 | 0.34 | 6.59 | |
| Trans-GLM-Qreplicates_per_facility=10, total_facilities=272026.06 | 79.48 | 77.11 | 59.55 | 85.18 | 6.33 | 3.4 | 0.91 | 13.18 | 51.67 | 47.94 | 25 | 66.47 | 1.73 | 1.18 | 0.23 | 5.21 | 36.39 | 34.24 | 15 | 55.71 | 2.46 | 1.82 | 0.34 | 6.7 | |
| Trans-GLMreplicates_per_facility=10, total_facilities=272026.06 | 78.19 | 76.16 | 59.78 | 85.19 | 6.67 | 4.78 | 2.27 | 10.87 | 50.5 | 46.97 | 30 | 66.16 | 1.76 | 1.16 | 0.23 | 4.93 | 35 | 33.2 | 20 | 52.28 | 2.49 | 1.69 | 0.34 | 6.73 | |
| Trans-GLM-IDWreplicates_per_facility=10, total_facilities=272026.06 | 77.73 | 75.33 | 59.31 | 85.73 | 6.28 | 4.79 | 0.64 | 11.91 | 51.19 | 47.61 | 10 | 66.48 | 1.74 | 1.2 | 0.19 | 5.27 | 35.73 | 33.86 | 10 | 53.24 | 2.64 | 1.89 | 0.34 | 6.65 | |
| Trans-GLM-SPHreplicates_per_facility=10, total_facilities=272026.06 | 77.08 | 72.52 | 54.55 | 85.68 | 5.88 | 4.25 | 0.72 | 11.36 | 49.52 | 45.36 | 20 | 66.48 | 1.79 | 1.19 | 0.17 | 5.3 | 36 | 32.26 | 15 | 53.24 | 2.57 | 1.82 | 0.23 | 6.71 | |
| Target-onlyreplicates_per_facility=10, total_facilities=272026.06 | 75.25 | 70.1 | 44.21 | 85.05 | 4.03 | 2.46 | 0.07 | 9.09 | 45 | 38.17 | 0 | 65.55 | 1.42 | 1.05 | 0 | 4.87 | 32.38 | 25.86 | 0 | 51.38 | 2.09 | 1.56 | 0 | 6.73 |