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Decision Boundary Limitations
You are classifying two classes that are perfectly separable with a
single diagonal line: if x2 > x1, class A; otherwise class B.
- Can a decision tree perfectly classify this dataset with zero error?
- What would the tree's decision boundary look like?
- What does this reveal about when decision trees are the wrong model?
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