Minimum Samples Leaf
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DATA SCIENCE
Machine Learning
Minimum Samples Leaf
The smallest leaf size can make or break a decision tree’s accuracy
5 days ago
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How does increasing the minimum samples leaf parameter affect a decision tree model?
It always improves model accuracy by allowing more detailed splits.
It reduces overfitting by forcing leaves to contain more samples, promoting generalization.
It has no impact on the model’s complexity or performance.
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