Difference between revisions of "Class meeting for 10-605 2013 01 23"
From Cohen Courses
Jump to navigationJump to search (Created page with 'This is one of the class meetings on the schedule for the course [[Machine Learning with Large Dataset…') |
|||
| (5 intermediate revisions by the same user not shown) | |||
| Line 3: | Line 3: | ||
=== Slides === | === Slides === | ||
| − | * [http://www.cs.cmu.edu/~wcohen/10-605/2013-01- | + | * [http://www.cs.cmu.edu/~wcohen/10-605/2013/2013-01-23a-stream-nb.pptx Slides 1 - streaming Naive Bayes] |
| + | * [http://www.cs.cmu.edu/~wcohen/10-605/2013/2013-01-23b-stream-and-sort.pptx Slides 2 - the stream-and-sort pattern, and large-vocabulary Naive Bayes] | ||
| + | |||
=== Readings for the Class === | === Readings for the Class === | ||
| − | * None | + | * None required. 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. |
Latest revision as of 17:08, 8 January 2014
This is one of the class meetings on the schedule for the course Machine Learning with Large Datasets 10-605 in Spring_2013.
Slides
- Slides 1 - streaming Naive Bayes
- Slides 2 - the stream-and-sort pattern, and large-vocabulary Naive Bayes
Readings for the Class
- None required. 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.
