Table 3 Feature selection results of four feature selection methods, represented by the number of selected features.

From: Survival analysis for sepsis patients: A machine learning approach to feature selection and predictive modeling

Penalty

No. of Features

AEN

47

SCAD

32

MCP

26

IG

53