R Deep Learning Cookbook

How to do it...

Logistic regression serves as a building block for complex neural network models using sigmoid as an activation function. The logistic function (or sigmoid) can be represented as follows:

The preceding sigmoid function forms a continuous curve with a value bound between [0, 1], as illustrated in the following screenshot:

Sigmoid functional form

The formulation of a logistic regression model can be written as follows:

Here,