BabelNet

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Noun Concept

Categories: Model selection, Dilemmas, Machine learning, Statistical classification

bias–variance tradeoff bias–variance dilemma Bias--variance tradeoff Bias-variance decomposition bias-variance dilemma

In statistics and machine learning, the bias–variance tradeoff describes the relationship between a model's complexity, the accuracy of its predictions, and how well it can make predictions on previously unseen data that were not used to train the model. Wikipedia

Definitions

Relations

Sources

IS A

dilemma

tradeoff

FACET OF

machine learning

Wikipedia

bias–variance tradeoff

Wikidata

bias–variance dilemma

Wikipedia Redirections

Bias--variance tradeoff, Bias-variance decomposition, bias-variance dilemma, bias-variance tradeoff, Bias and variance tradeoff, bias–variance decomposition, bias–variance dilemma

Wikidata Alias

bias-variance dilemma, bias-variance problem, bias-variance tradeoff, bias–variance problem, bias–variance tradeoff