Official websites use .gov
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Main statistical methods and associated software packages used in this study
| Analysis/Model | Software/Language | Package |
|---|---|---|
| Statistical Analyses | SPSS (version 22.0) | IBM Corp., Armonk, NY, USA |
| LASSO regression | R (version 4.2.3) | glmnet (version 4.1.8) |
| SHAP Model | Python (version 3.7) | shap (version 0.43.0) |
| Random Forest (RF) | Python (version 3.7) | scikit-learn (version 0.20.1) |
| SMOTE-ENN Balancing | Python (version 3.7) | imbalanced-learn |
