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STAT 841Statistical Learning - Classification

Units
0.50
Level
Graduate
Faculty
Mathematics
Subject
Statistics
Cross-listed
CM 763

STAT 841 as listed in the Spring 2025 Graduate Calendar. The main page has the current version, when it runs, and seats.

Classification is the problem of predicting a discrete outcome from a set of explanatory variables. Main topics include logistic regression, neural networks, tree-based methods, support vector machines and nearest neighbour methods. Other topics include model assessment, training and tuning.

Prerequisites

None listed.

Antirequisites

  • Not completed nor concurrently enrolled in:

Leads to

No course lists it as a requisite.

Check it elsewhere for Spring 2025

Calendar versions

Graduate Calendar

Older Graduate Calendars

In 42 terms, Fall 2006 to Winter 2024