Table 17.
Quantitative analysis results of each statistic for mortality prediction
| Statistic | Frequency | Mean_AUROC | Mean_AUPRC | Frequency | Mean_AUROC | Mean_AUPRC |
|---|---|---|---|---|---|---|
| 72-hour | In-hosp | |||||
| min | 22 | 0.8598 | 0.2447 | 14 | 0.8262 | 0.5221 |
| max | 22 | 0.8597 | 0.2446 | 12 | 0.8264 | 0.5222 |
| range | 7 | 0.8592 | 0.2429 | 8 | 0.8258 | 0.5215 |
| mean | 17 | 0.8598 | 0.2453 | 12 | 0.8253 | 0.5197 |
| std | 10 | 0.8594 | 0.2459 | 14 | 0.8245 | 0.5195 |
| CV | 9 | 0.8596 | 0.2433 | 8 | 0.8242 | 0.5187 |
| median | 5 | 0.8605 | 0.2461 | 13 | 0.8249 | 0.5205 |
| Q1 | 20 | 0.8599 | 0.2440 | 11 | 0.8255 | 0.5208 |
| Q3 | 20 | 0.8597 | 0.2438 | 13 | 0.8249 | 0.5201 |
| IQR | 12 | 0.8599 | 0.2443 | 9 | 0.8245 | 0.5191 |
| mode | 3 | 0.8592 | 0.2463 | 7 | 0.8235 | 0.5179 |
| skew | 5 | 0.8596 | 0.2429 | 13 | 0.8241 | 0.5192 |
| kurt | 14 | 0.8598 | 0.2443 | 12 | 0.8244 | 0.5180 |
| first | 3 | 0.8584 | 0.2429 | 11 | 0.8248 | 0.5192 |
| 30-day | 1-year | |||||
| min | 17 | 0.7726 | 0.5323 | 5 | 0.7830 | 0.7311 |
| max | 14 | 0.7721 | 0.5305 | 13 | 0.7819 | 0.7280 |
| range | 12 | 0.7710 | 0.5306 | 12 | 0.7817 | 0.7269 |
| mean | 14 | 0.7718 | 0.5312 | 16 | 0.7819 | 0.7274 |
| std | 12 | 0.7722 | 0.5314 | 17 | 0.7820 | 0.7272 |
| CV | 12 | 0.7719 | 0.5305 | 12 | 0.7813 | 0.7258 |
| median | 10 | 0.7704 | 0.5289 | 7 | 0.7810 | 0.7259 |
| Q1 | 14 | 0.7712 | 0.5302 | 15 | 0.7819 | 0.7275 |
| Q3 | 12 | 0.7715 | 0.5305 | 10 | 0.7816 | 0.7262 |
| IQR | 11 | 0.7708 | 0.5298 | 8 | 0.7802 | 0.7242 |
| mode | 12 | 0.7699 | 0.5285 | 10 | 0.7814 | 0.7262 |
| skew | 17 | 0.7717 | 0.5308 | 13 | 0.7815 | 0.7264 |
| kurt | 10 | 0.7718 | 0.5301 | 9 | 0.7827 | 0.7291 |
| first | 9 | 0.7718 | 0.5309 | 10 | 0.7809 | 0.7253 |