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searching for Bias–variance tradeoff 3 found (299 total)

Early stopping (1,836 words) [view diff] exact match in snippet view article find links to article

{E}}(f_{t})-{\mathcal {E}}(f_{\rho })\right]} This equation presents a bias-variance tradeoff, which is then solved to give an optimal stopping rule that may

Polynomial and rational function modeling (1,677 words) [view diff] exact match in snippet view article find links to article

asymptotic phenomena very well. While no procedure is immune to the bias-variance tradeoff, polynomial models exhibit a particularly poor tradeoff between

Estimator (3,709 words) [view diff] exact match in snippet view article find links to article

standard error of θ ^ {\displaystyle {\widehat {\theta }}} . The bias-variance tradeoff will be used in model complexity, over-fitting and under-fitting