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Loss Functions Catalog
Loss Functions Catalog
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Foundation
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Question 1 of 5
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foundation (1/10)
conceptual
What is the role of a loss function in machine learning?
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A.
It controls how quickly the model trains by setting the speed of parameter updates at each step
B.
It maps a prediction and a true label to a non-negative number measuring the prediction error
C.
It quantifies how much memory the model consumes during training and inference on the given hardware
D.
It performs feature selection by identifying which input variables are most relevant to the task
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