Class meeting for 10-605 in Fall 2016 Streaming Naive Bayes

This is one of the class meetings on the schedule for the course Machine Learning with Large Datasets 10-605 in Spring_2014.

Slides

• Slides 1 - streaming Naive Bayes
• Slides 2 - 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.