Table 1 Regression coefficients of influencing factors after feature selection.

From: A machine learning-based approach to predict depression in Chinese older adults with subjective cognitive decline: a longitudinal study

Variable

Regression coefficient

Variable

Regression coefficient

Life satisfaction

-0.057

Education

-0.025

Self-Rated Health

-0.050

Digestive Health

0.017

Physical Dysfunction

0.035

Retirement

-0.015

Sleep Duration

-0.033

Place of Residence

0.013

ADL

0.029

Arthritis

0.010

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