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Table 24 Performance of length of hospital stay prediction by multiple classifiers

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