Table 10.

The optimal ten combinations of statistics obtained by the genetic algorithm and their prediction performance for 1-year mortality prediction

Combination	AUROC	AUPRC
max, mean, std, Q1, kurt	0.7876 ±0.0014	0.7408 ±0.0026
min, max, mean, std	0.7872 ±0.0020	0.7391 ±0.0030
range, mean, std, mode	0.7852 ±0.0020	0.7290 ±0.0021
std, CV, Q1, Q3, skew, kurt	0.7846 ±0.0031	0.7299 ±0.0047
min, max, range, Q1, skew, kurt	0.7846 ±0.0024	0.7347 ±0.0024
range, CV, Q1, Q3, mode, skew, kurt	0.7834 ±0.0012	0.7293 ±0.0031
mean, std, Q1, Q3, skew, first	0.7831 ±0.0010	0.7276 ±0.0013
range, median, Q3, mode, first	0.7823 ±0.0015	0.7263 ±0.0023
range, mean, CV, Q3, skew	0.7821 ±0.0012	0.7275 ±0.0019
max, range, mean, std, CV, median	0.7819 ±0.0013	0.7258 ±0.0016