Table 15 Performances of commonly used combinations of statistics for disease prediction
From: An evaluation of time series summary statistics as features for clinical prediction tasks
Combination | AUROC | AUPRC |
|---|---|---|
mean | 0.6602 ±0.0080 | 0.4470 ±0.0124 |
first | 0.6486 ±0.0158 | 0.4393 ±0.0082 |
min, max | 0.6558 ±0.0179 | 0.4488 ±0.0079 |
min, max, mean | 0.6477 ±0.0126 | 0.4462 ±0.0169 |
min, max, mean, std | 0.6578 ±0.0169 | 0.4483 ±0.0096 |