Bias-Variance Tradeoff ·
the U-curve of error
un
seel
.com · Error = Bias² + Variance + Noise
Complexity
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Total error
—
Model
—
Bias² (too simple)
Variance (too complex)
Irreducible noise σ²
True f(x) · sweet spot
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.com · Bias-Variance Tradeoff