Skip to main content

Table 7 The ranks of the importance of risk factors derived from multiple linear regression, random forest and extreme gradient boost

From: Comparison of multiple linear regression and machine learning methods in predicting cognitive function in older Chinese type 2 diabetes patients

  1. The Fried Frailty Phenotype: Participants were scored on five items, for which scores of 1–2 (inclusive) indicate pre-frailty, and over 3 (inclusive) is frailty