| 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 |