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Hanyang Yin

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MultiPruneEnsemble: Integrating Multi-Base Decision Tree Prunings via Gradient-Based Weighting

A new framework, MultiPruneEnsemble, is proposed, which integrates the diversity of pruning with the flexibility of gradient-based optimization, and indicates that integrating multiple decision tree pruning by gradient-based weighting is a feasible way to improve the accuracy and robustness of learning.

Hanyang Yin · 0 citations