A decision tree does a better job of dealing with.
Post pruning decision trees with cost complexity pruning¶. The DecisionTreeClassifier provides parameters such as min_samples_leaf and max_depth to prevent a tree from overfiting. Cost complexity pruning provides another option to control the size of a tree. In DecisionTreeClassifier, this pruning technique is parameterized by the cost complexity parameter, ccp_treenotch.clubg: Glen Burnie.
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Understanding the decision tree structure.
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