In regression,the value of the sigmoid function is bounded between
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Its outputs range from 0 to 1, and are often interpreted as probabilities (in, say, logistic regression). The tanh function, a.k.a. hyperbolic tangent function, is a rescaling of the logistic sigmoid, such that its outputs range from -1 to 1. (There's horizontal stretching as well.) tanh(x)=2g(2x)−1.
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