User Tools

Site Tools


projects

Differences

This shows you the differences between two versions of the page.

Link to this comparison view

Both sides previous revision Previous revision
Next revision
Previous revision
projects [2016/12/01 14:14]
asa [Video Presentations]
projects [2018/09/28 12:41] (current)
asa
Line 5: Line 5:
 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.  We can provide ideas from bioinformatics and EEG data analysis (Chuck Anderson who works on brain-computer interfaces would be happy to talk to you about that). ​ See e.g. data from [[http://​www.bbci.de/​competition/​ | BCI competitions]]. +  * Applying ML techniques to a dataset that you have personal interest in.
-  * Exploring algorithms not studied in class. +
-  * Exploring issues such as over fitting, to obtain a better understanding of when it occurs for high dimensional data, and which algorithms are more susceptible. +
-  * Participate in a machine learning competition among the ones available at the [[https://​www.kaggle.com/​competitions | kaggle]] website.+
  
 A few more details: A few more details:
projects.1480626899.txt.gz · Last modified: 2016/12/01 14:14 by asa