Machine Learning Algorithms
Decision Tree:
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What is entropy ?
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How does decision tree work ? (For classification)
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How to avoid overfitting (low bias and high variance) ?
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Why is post-pruning better than max depth for avoiding over-fitting ? Post Prunning: http://www.saedsayad.com/decision_tree_overfitting.htm