Linear seperator, Perceptron, SVM

A Linear seperator is an algorithm that seperates two dataset via a straight line.

• A Perceptron is a linear seperator that seperates at the first line it finds.
• An SVM (Support Vector Machine) seperates at the "best" line - e.g. with the largest distance to every point (the black line)

Source:

• Unit 5, 48
• Unit 5, 49