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Predicting Blood Donor Retention Using the Random Forest Classification Algorithm: A Machine Learning Approach

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Background: Maintaining a stable and safe blood supply remains a persistent challenge for blood collection agencies, particularly in settings where donor participation is influenced by behavioral and psychological factors. Identi... ...