The sigmoid function is a mathematical function that maps any real-valued number to a value between 0 and 1, creating an S-shaped curve. This property makes it particularly useful in models where probabilities need to be predicted, such as in binary classification problems and neural networks, as it helps to interpret outputs as probabilities that can be used for decision-making.
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