Lecture 10 · Perceptron

Perceptron: learn from mistakes

If y(wᵀx+b)≤0, the perceptron adds yx to w and y to b. Correct examples make no update.

Predict first: On a positive mistake, which direction does w move? What happens on a correctly classified point?

Online learning

Mistakes so far0
Epoch0
w—
b—
Press “Next example” to start.