Data mining and decision support systems are increasingly integral to modern healthcare, enabling the extraction of clinically relevant insights from vast and diverse datasets.

Evolutionary algorithms have emerged as a robust alternative to traditional greedy approaches for decision tree induction. By mimicking the natural selection process, these algorithms iterate over ...