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What is the difference between a loss function and an error function? - Cross Validated

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Stack Exchange network consists of 183 Q&A communities including Stack Overflow, the largest, most trusted online community for developers to learn, share their knowledge, and build their careers. Now available on Stack Overflow for Teams! AI features where you work: search, IDE, and chat. Ask questions, find answers and collaborate at work with Stack Overflow for Teams. Explore Teams Teams Q&A for work Connect and share knowledge within a single location that is structured and easy to search. Is the term "loss" synonymous with "error"? Is there a difference in definition? Also, what is the origin of the term "loss"? NB: The error function mentioned here is not to be confused with normal error. In the context of a predictive or inferential model, the term "error" generally refers to the deviation from an actual value by a prediction or expectation of that value. It is determined entirely by the prediction mechanism and the actual behaviour of the quantities und

What is the difference between a loss function and an error function? - Cross Validated Stack Internal Knowledge at work Bring the best of human thought and AI automation together at your work. Explore Stack Internal What is the difference between a loss function and an error function? Ask Question Asked 7 years, 11 months ago Modified 5 years, 5 months ago Viewed 23k times 53 $\begingroup$ Is the term "loss" synonymous with "error"? Is there a difference in definition? Also, what is the origin of the term "loss"? NB: The error function mentioned here is not to be confused with normal error. l

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