Class meeting for 10-605 2013 01 23
From Cohen Courses
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 1 - streaming Naive Bayes - pdf version
- Slides 2 - the stream-and-sort pattern, and large-vocabulary Naive Bayes
- Slides 2 - the stream-and-sort pattern, and large-vocabulary Naive Bayes - PDF version
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.
