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. 2026 Jul 22;14(14):2223. doi: 10.3390/healthcare14142223
CHARLS China Health and Retirement Longitudinal Study
MRMR Minimum Redundancy Maximum Relevance
IFS Incremental Feature Selection
ROC-AUC Receiver Operating Characteristic—Area Under the Curve
TabPFN Tabular Prior-data Fitted Network
Ridge Ridge Regression
GBC Gradient Boosting Classifier
LightGBM Light Gradient Boosting Machine
LDA Linear Discriminant Analysis
LR Logistic Regression
RF Random Forest
AdaBoost Adaptive Boosting
ExtraTrees Extremely Randomized Trees
NB Naive Bayes
DT Decision Tree
SVM (linear) Support Vector Machine (linear kernel)
KNN K-Nearest Neighbors
QDA Quadratic Discriminant Analysis
Dummy Dummy Classifier
XGBoost eXtreme Gradient Boosting
Shapley Shapley Value
ADL Activities of Daily Living
Logistic Logistic Regression
CES-D Center for Epidemiologic Studies Depression Scale
WBC White Blood Cell
Hb Hemoglobin
Hct Hematocrit
MCV Mean Corpuscular Volume
PLT Platelet
TG Triglyceride
Cr Creatinine
HDL High-Density Lipoprotein
LDL Low-Density Lipoprotein
TC Total Cholesterol
GLU Glucose
UA Uric Acid
Cys_c Cystatin C
CRP C-reactive Protein
HbA1c Hemoglobin A1c