Cross-entropy, geometric interpretation, and implementation

CSI4106 Introduction to Artificial Intelligence

Important

Deadline: Assignment 1 must be submitted no later than September 29, 2025, at 11 PM. Please refer to the assignment description available on Brightspace.

Participate

• slides (PDF)

Practice

• LogisticRegression - Here is an implementation of logistic regression, complemented by discussions on Receiver Operating Characteristic (ROC) curves and the Area Under the Curve (AUC). It also includes illustrative examples to demonstrate these concepts.