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Bias-Variance Tradeoff - What is the difference between bias and variance tradeoff in machine learning?
Answer
When an applied algorithm does not properly match the model, this is called bias in machine learning. Conversely, variance indicates how much different training data might impact the target function estimate. It boils down to the difference between the expected and actual numbers.