Difference between revisions of "Class meeting for 10-605 in Fall 2016 Streaming Naive Bayes"
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− | This is one of the class meetings on the [[Syllabus for Machine Learning with Large Datasets 10-605 in Spring | + | This is one of the class meetings on the [[Syllabus for Machine Learning with Large Datasets 10-605 in Spring 2015|schedule]] for the course [[Machine Learning with Large Datasets 10-605 in Spring_2015]]. |
=== Slides === | === Slides === |
Revision as of 16:23, 19 January 2015
This is one of the class meetings on the schedule for the course Machine Learning with Large Datasets 10-605 in Spring_2015.
Slides
- Slides in Powerpoint, in PDF - the stream-and-sort pattern, and large-vocabulary Naive Bayes
Readings for the Class
- Required: my notes on streaming and Naive Bayes
- Optional: If you're interested in reading more about smoothing for naive Bayes, I recommend this paper: Peng, Fuchun, Dale Schuurmans, and Shaojun Wang. "Augmenting naive Bayes classifiers with statistical language models." Information Retrieval 7.3 (2004): 317-345.