'Aic data mining' diaporamas de présentation

Model assessment and cross-validation - overview

Model assessment and cross-validation - overview. Bias-variance decomposition and tradeoff Analytical validation methods (AIC, BIC) Resampling methods (cross-validation, bootstrap methods). Bias, variance and model complexity. Bias, variance decomposition, and tradeoff.

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