binary classifier · linear separator · online learning

Perceptron, in 2D

17 points, each labeled ±1 by which side of a hidden random line they fall on. The algorithm sees only the points and their labels — it starts from w = [0, 0, 0] and nudges the weight vector every time a point is misclassified, until one full pass produces no updates.