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HeFS: helper-enhanced feature selection via Pareto-optimized genetic search

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Introduction: Feature selection plays a crucial role in improving predictive performance and interpretability in high-dimensional machine learning tasks. However, it is an NP-hard combinatorial optimization problem. Conventional ... ...