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Heart Disease Prediction: Stacked Ensembles and Causal Feature Selection
Project Type
Feature Selection & Machine Learning
Date
June 2025
Location
Deakin University, Victoria, Australia
Link
Implemented stacked ensemble models and introduced causal feature selection to improve heart disease prediction. Reproduced results from a published study and enhanced generalization through stability selection, interpretability, and robust evaluation metrics.
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