CS 584 Machine Learning Midterm Examination SOLUTIONS - Illinois Institute of Technology

Question 1: Basic Questions

(a) [2 pts] For a binary classification task implemented via a neural network, we usually use a sigmoid

activation function in the output unit. What is the activation function used in the output unit for a

multi-class classification task? Write the formula.

Softmax ac...