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Related Questions
- How does inductive bias influence the decision tree model's ability to generalize on unseen data?
- Can you provide examples of how inductive bias can lead to overfitting or underfitting in decision tree models?
- What are some common sources of inductive bias in decision tree models, and how can they be addressed?
- How does the choice of feature selection and subset selection impact the inductive bias of a decision tree model?
- Can you explain the relationship between inductive bias and the concept of Occam's Razor in decision tree models?
- How can regularization techniques, such as pruning or early stopping, help mitigate the effects of inductive bias in decision tree models?
- What are some best practices for avoiding inductive bias in decision tree models, and how can they be applied to real-world datasets?
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