Logistic regression employs a logistic function with a sigmoid (S-shaped) curve to map linear combinations of predictions and their probabilities. Sigmoid functions map any real value into ...

The slope parameter for each logistic curve (upper plot) is indicated by a correspondingly colored point in the lower plot, shown with its associated negative log likelihood.