Table 1.
Experimental parameters considered in this study.
| Setting | Values | ||
| Context window | 3 | ||
| Subsequence length (days) | 3 | ||
| Window sizes for sliding window thresholding (days) | 7, 14, 21, 30, 60, and 90 | ||
| IQR threshold | 1.0 and 1.2 | ||
| Robust z threshold | 1.65, 1.8, 3, and 4 | ||
| Quantile threshold | 0.95, 0.96, 0.97, and 0.98 | ||
| Entropy-based methods | |||
|
|
N (data size) | 500 | |
|
|
r (SD tolerance) | 0.2 | |
|
|
m (subsequence length) | 7 | |
| Soft buffer for label validation (days around actual label) | −10 to +7 | ||