0 Best Tree-Based Machine Learning Algorithms by Score

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Tree-based algorithms use decision tree structures to make predictions through hierarchical decision rules. Tree-based machine learning algorithms create decision structures that split data based on feature values, forming interpretable models that can handle both categorical and numerical data while providing clear decision paths and feature importance rankings.

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