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Bias-Variance Tradeoff - What is the bias-variance tradeoff and how does it impact model selection?
Answer
Every supervised machine learning model has the bias-variance tradeoff. It calls for a middle ground between the model's adaptability and its generalization performance, which measures how well it does on data that has never been seen before.