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by angela shi • Published December 22, 2025 at 10:48 PM
Research

The Machine Learning Advent Calendar Day 21: Gradient Boosted Decision Tree Regressor in Excel

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The article discusses a novel approach to gradient descent in function space using decision trees, specifically focusing on gradient boosting techniques. This method enhances the training process of decision tree ensembles by applying gradient descent principles directly within the function space, leading to more efficient and accurate predictive models.

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