sigmoid function

#concept

sigmoid function ? Compress real-valued scores $\mathbb{R}$ into binary likelihood scores, i.e. in range of [0,1].

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

S-shaped function that turns real values into the range of (0,1)

References §

1. CS224w lecture notes!, page 13

Notes §