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Bias-Variance Tradeoff - What is the bias and variance tradeoff?


In the realms of statistics and machine learning, the bias-variance tradeoff illustrates the correlation between the complexity of a model, the precision of its forecasts, and its capability to make predictions on unseen data that wasn't used during the model's training.