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    The bias-variance decomposition for 0-1 loss (via misclas... — Carmelics
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    Challenges→Under 0-1 loss, bias and variance terms can simultaneously increase together, violating the foundational tradeoff structure the decomposition was meant to illuminate.

    The bias-variance decomposition for 0-1 loss (via misclassification rate) remains valid; simultaneous increases suggest model misspecification, not framework failure.

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