Sigmoid

analysis machine-learning

Definition

Sigmoid Function

The sigmoid function (specifically the logistic function) is an S-shaped function that maps any real-valued input to the interval $(0,1)$. Formally:

$$\sigma (z)=\frac{1}{1+e^{-z}}=\frac{e^z}{1+e^z}$$