Assignment 1

The assignment

DATASETS

• Regression data
• Classification data

You can load the data with the commands load a1_regression and load a1_classification in MATLAB.

UPDATES

1. You are NOT required to implement the Perceptron algorithm.
2. For logistic regression, you may use the simpler two-class form introduced in class: p(y=1|x) = 1/(1+e^-w'x-b))
3. See the bulletin board for additional tips regarding the assignment.