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COSC 4P76 Machine Learning
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Project proposal:
Topic
You may propose any topic related to machine learning (or choose one of my proposed topics, see
class hand-out). I will give details regarding choice of topic in class.
NOTE: You may work in pairs (and in special cases depending on scope
of project I may allow group of three). Of course you can also work alone.
Project Proposal (Due date: Monday, March 26th, 2012)
The project proposal is worth 2% of your final grade. The purpose of the project proposal is:
- to get you started on your project;
- to identify a topic for your project;
- to define the extent and the scope of your project; and
- to receive instructors approval and feedback on the above items.
The project proposal must be at most 1 page long and include the following items:
- One paragraph that describes the project and the learning task in plain English
- A Precise description of the learning task identifying the task, performance measure, and training experience.
- Suggested choices for designing the learning system in terms of type and representation of training examples, and the learning algorithm.
- Suggested experimental setup and analysis of results
- References to related material (publications, tools, web sites)
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