From: An evaluation of time series summary statistics as features for clinical prediction tasks
Combination | AUROC | AUPRC |
---|---|---|
min, max, mean, median, Q1, IQR, kurt | 0.8627 ±0.0023 | 0.2493 ±0.0114 |
min, max, CV, Q1, Q3, IQR, kurt | 0.8620 ±0.0027 | 0.2398 ±0.0028 |
min, max, range, mean, Q1, Q3, IQR, skew | 0.8609 ±0.0041 | 0.2427 ±0.0072 |
min, max, mean, std, Q3 | 0.8609 ±0.0022 | 0.2471 ±0.0031 |
min, std, median, Q1, Q3, skew | 0.8607 ±0.0041 | 0.2444 ±0.0074 |
min, max, mean | 0.8607 ±0.0021 | 0.2494 ±0.0031 |
max, mean, Q1, Q3, IQR, kurt | 0.8606 ±0.0056 | 0.2455 ±0.0102 |
min, mean, std, median, Q1, Q3 | 0.8605 ±0.0025 | 0.2485 ±0.0060 |
min, max, range, mean, CV, Q1, Q3, kurt | 0.8604 ±0.0023 | 0.2454 ±0.0050 |
min, max, mean, CV, median, Q1, Q3, IQR, kurt | 0.8603 ±0.0033 | 0.2433 ±0.0102 |