AdvML_project - you modeled counterfactuals: the set of...

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Alter Ego Project Desiderata Advanced Machine Learning Fall 2011 November 20, 2011 1 Project deliverables The core of this project is to construct a model centered around individuals. The desiderata for the project follow from this premise with each person in the class expected to create, document and demo a self model. Below we list some of the requirements for the final project submission. Each team must turn in a joint report with individual sections for each person. This can be a pdf file. It is expected that data collection is the most difficult part of this project. This should be thoroughly documented. Explain how you went about creating a self model. Further, explain how
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Unformatted text preview: you modeled counterfactuals: the set of tweaks to you that could lead to a dierent person. How did the data collection aid in counterfactual modeling? What are the machine learning algorithms used in this project? Why were they selected and how did they perform. Each group is expected to demo their project (with individualized dier-ences) at the end of the semester. In the nal report, explain how you would move this project onto a mobile device and setup online data collection and learning. This aspect of the project can be somewhat speculative. 1...
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