Feature graphs for interpretable unsupervised tree ensembles: centrality, interaction, and application in disease subtyping
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Explainable and interpretable machine learning has emerged as essential in leveraging artificial intelligence within high-stakes domains such as healthcare to ensure transparency and trustworthiness. Feature importance analysis plays a crucial role in improvin... ...
