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Projects can include: | Projects can include: | ||
- | * Exploring variants of an algorithm studied in class. Such a project would compare the performance of the variants across a number of datasets (e.g. taken from the UCI ML repository). | + | * Exploring variants of an algorithm studied in class or an algorithm not studied in class. Such a project would compare the performance of the algorithms across a number of datasets to some baseline methods (datasets taken e.g. from the UCI ML repository). |
* Duplicating a result reported in a publication. | * Duplicating a result reported in a publication. | ||
* Applying ML techniques to a dataset that you have personal interest in. | * Applying ML techniques to a dataset that you have personal interest in. | ||
- | * Exploring algorithms not studied in class. | ||
A few more details: | A few more details: |