From: An evaluation of time series summary statistics as features for clinical prediction tasks
Combination | Logistic regression | Random forest |
---|---|---|
mean | 87295.21 ±136.38 | 58583.26 ±395.47 |
first | 85075.99 ±141.76 | 61832.78 ±246.62 |
min, max | 83285.19 ±248.05 | 48969.03 ±508.88 |
min, max, mean | 81878.83 ±348.28 | 49890.57 ±383.63 |
min, max, mean, std | 80245.68 ±234.80 | 46459.67 ±181.91 |
min, max, range, std, CV, Q1, Q3, kurt, first | 75391.36 ±642.39 | 43827.77 ±227.26 |