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What is the difference between a likelihood function and a loss function?

January 9, 2025

Likelihood function: Used to describe the likelihood of observing the data given the parameters of the model. In statistical inference, it is maximized to find the best parameters.
Loss function: Measures the difference between predicted and true values. It is minimized during model training to improve the model’s accuracy.

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