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Bias-variance tradeoff
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67.
Bias-Variance Tradeoff with Complexity
easy
How does the bias-variance tradeoff manifest as model complexity increases?
A
Bias and variance both decrease initially, then both increase as the model becomes too complex
B
Bias increases and variance decreases, since complex models make stronger distributional assumptions
C
Bias and variance are independent of model complexity and depend only on the training data size
D
Bias decreases and variance increases, with total error forming a U-shaped curve
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