Table 5 Performance of the TS mixer by gender for classification task with 95% CI.
Gender | Prediction horizons | AUROC (%) | Sensitivity (%) | Specificity (%) | PPV (%) | NPV (%) |
|---|---|---|---|---|---|---|
Male | 15 min | 0.86 (0.81–0.91) | 65.07 (51.53–78.6) | 83.71 (77.06–90.36) | 37.02 (26.35–47.69) | 94.57 (91.02–98.13) |
30 min | 0.71 (0.66–0.77) | 48.02 (34.68–61.35) | 78.11 (70.19–86.03) | 19.98 (12.58–27.37) | 91.26 (87.04–95.47) | |
45 min | 0.70 (0.65–0.75) | 53.04 (40.24–65.84) | 70.67 (61.39–79.96) | 21.22 (13.58–28.86) | 92.27 (89.18–95.36) | |
60 min | 0.65 (0.61–0.7) | 47.48 (35.85–59.12) | 71.50 (63.42–79.59) | 19.98 (12.13–27.83) | 91.18 (88.01–94.35) | |
Female | 15 min | 0.88 (0.82–0.93) | 81.74 (75.34–88.13) | 76.69 (65.63–87.75) | 32.82 (22.98–42.67) | 92.40 (81.55–103.24) |
30 min | 0.80 (0.74–0.86) | 57.59 (42.76–72.41) | 84.52 (77.64–91.41) | 25.89 (17.28–34.5) | 96.25 (94.95–97.55) | |
45 min | 0.74 (0.68–0.8) | 51.02 (35.92–66.13) | 78.59 (66.79–90.39) | 23.61 (15.21–32.01) | 89.81 (79.14–100.48) | |
60 min | 0.70 (0.64–0.76) | 44.10 (29.71–58.49) | 80.58 (72.66–88.51) | 19.28 (13.03–25.53) | 94.74 (92.79–96.69) |
