Level 1 Papers

Level 2 Papers

Level 3 Papers

Level 4 Papers

Level 5 Papers

Summer School Papers

Industry Papers

Topics in Computer Networks

Machine Learning Algorithms

Interaction Design

Engineering Interactive Systems

Mixed Integer Programming

Advanced Graphics and Computer Games

Usability Engineering

Web Search: Technical and Social Issues

Developing Mobile Applications

Location-Based Systems as Context-Aware Systems

Model Checking

Extremely Parallel Programming

Computational Finance

2015 Papers
Level 4 Papers >> All Papers
COMP421A Machine Learning Algorithms

15 Points

This paper covers machine learning algorithms such as the ones implemented in the WEKA machine learning workbench at a more advanced level, including techniques that deliver state-of-the-art predictive performance.

Pre Requisite Papers
Three 300 level Computer Science papers, including
COMP321 Practical Data Mining or
COMP316 Artificial Intelligence Techniques and Applications

Corresponding Papers
COMP521 Machine Learning Algorithms

Lecturers and Tutors

A Semester


Official Timetable Information

10 hours per week, with two hours of lectures, and (on average) 8 hours spent working on the assignments and revising lecture notes.

Required Reading
Witten, I.H., Frank, E., and Hall, M. (2014) Data Mining: Practical Machine Learning Tools and Techniques, 3rd Edition, Morgan Kaufman.

Computing Resources
Labs 6 and 7 in R block

Assessment Ratio
Internal assessment/final examination ratio 1:0

Grading Schedule

Attendance Policy
Slides used in class will be made available on the course web page, and we will closely follow the text book. However, there will be additional explanations given in class that you may find useful.

Academic Integrity
Follow this link for Academic Integrity information and this link for detailed explanation of How to prevent plagiarism in Computer Science assessment items.

Performance Impairment
Follow this link for information on Performance Impairment.

Student Concerns and Complaints
Follow this link for Student Concerns and Complaints information.

Application for Extension
Follow this link for information on applying for an Extension.

Review of Grade
Follow this link for information on applying for a Review of Grade.

University Regulations
Your attention is drawn to the following regulations and policies, which are published in the University Calendar:

  2007 FCMS. The University of Waikato - Te Whare Wananga o Waikato