Mortality Prediction Model of Septic Shock Patients Based on Routinely Recorded Data

Table 3

Coefficients of the elastic net regression, dataset I (MSE is 0.0302).

Parameters	Coefficients	VIF
Maximum CO (L/min)		2.09
Maximum pH (units)		2.5
Delta DBP (mmHg)		1.78
Skewness lactate		2.39
Median MAP (mmHg)		2.14
Kurtosis RR	0.0012	2.12
Mean RR (breath/min)	0.0348	2.38
Std. (°C)	0.0666	3.09
Maximum WBC (cells/cmm)	0.0749	1.63
Skewness creatinine	0.0811	2.39
Kurtosis lactate	0.0815	2.63

Significant features also in the univariate analysis.