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. 2022 Jun 11;10(6):1087. doi: 10.3390/healthcare10061087

Table 8.

The selected six important variables for 12 h and 24 h datasets by using GB.

Dataset Order of Variable Importance In-Hospital Mortality Short-Term Mortality Long-Term Mortality
48 h 72 h 30 Days 1 Year
12 h 1 x1 x1 x1 x1 x1
2 x12 x5 x12 x12 x9
3 x5 x12 x5 x5 TOPICA3
4 x2 TOPICA3 x6 x9 x12
5 x6 x9 TOPICA3 x2 x2
6 x4 x3 x4 x4 x4
24 h 1 x1 x7 x7 x7 x7
2 x5 x10 TOPICB1 x12 TOPICB1
3 x12 TOPICB1 x12 x6 x10
4 x9 x12 x10 TOPICB1 x12
5 TOPICB1 x8 x3 x10 x3
6 x2 x1 x5 x3 x1