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Bias-Variance Tradeoff - How bias-variance tradeoff affect the practices of machine learning?


The Bias-Variance Tradeoff plays a crucial role in optimizing the error in our model to keep it as minimal as possible. An optimally tuned model will not only be sensitive to the patterns in our data but also be capable of generalizing to new data.