What are common failure modes of Bias-Variance Trade-off and Overfitting?

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Parent context — Bias-Variance Trade-off and Overfitting

Use Bias-Variance Trade-off and Overfitting as the core idea. Example shape: Deep tree memorizes train set; prune or use random forest / early stopping..

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