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What is Impact of Feature Order in Decision Trees about?

The order of features in a dataset does not affect decision trees, but the sequence in which features are selected for splits is critical for accuracy. The algorithm chooses the feature that best separates the target variable at each node, and a poor initial split can lead to a complex and less accurate tree. Proper feature ordering enhances the tree

Author

j4720.lincon

Language

EN