This note illustrates the use of perceptron learning algorithm to identify the discriminant function with weight to partition the linearly separable data step-by-step. The material mainly outlined in Kröse et al. [1] work, and the example is from the Janecek’s [2] slides.
In machine learning, the perceptron is an supervised learning algorithm used as a binary classifier, which is used to identify whether a input data belongs to a specific group (class) or not. ...