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20202025
most citedImproving the Hosmer-Lemeshow Goodness-of-Fit Test in Large Models with Replicated Trials

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stat.ML2024

Alpha-Trimming: Locally Adaptive Tree Pruning for Random Forests

Nikola Surjanovic, Andrew Henrey, Thomas M. Loughin

We demonstrate that adaptively controlling the size of individual regression trees in a random forest can improve predictive performance, contrary to the conventional wisdom that t…