Table 14 Performances of single statistics for disease prediction
From: An evaluation of time series summary statistics as features for clinical prediction tasks
statistic | AUROC | AUPRC |
|---|---|---|
min | 0.6460 ±0.0097 | 0.4416 ±0.0131 |
max | 0.6494 ±0.0108 | 0.4431 ±0.0086 |
range | 0.6371 ±0.0097 | 0.4208 ±0.0134 |
mean | 0.6602 ±0.0080 | 0.4470 ±0.0124 |
std | 0.6271 ±0.0162 | 0.4230 ±0.0153 |
CV | 0.6173 ±0.0127 | 0.4094 ±0.0152 |
median | 0.6506 ±0.0073 | 0.4454 ±0.0110 |
Q1 | 0.6503 ±0.0124 | 0.4396 ±0.0121 |
Q3 | 0.6561 ±0.0070 | 0.4457 ±0.0070 |
IQR | 0.6174 ±0.0142 | 0.4211 ±0.0106 |
mode | 0.6369 ±0.0128 | 0.4364 ±0.0138 |
skew | 0.5893 ±0.0159 | 0.3945 ±0.0110 |
kurt | 0.5915 ±0.0082 | 0.3923 ±0.0111 |
first | 0.6486 ±0.0158 | 0.4393 ±0.0082 |