Naive Bayes

Slides for UOIT lecture

Web Demo

• Live Demo of naive-bayes: http://softwareprocess.es/z/naive-bayes.html
  • Poorly commented code: http://softwareprocess.es/z/naive-bayes.js

Code

• C implementation of a rolling window character n-gram filter
  • http://softwareprocess.es/z/spam-filter.tar.gz
• Weka - a machine learning framework
  • http://www.cs.waikato.ac.nz/ml/weka/
• Apache Mahout library -- large scale machine learning
  • http://mahout.apache.org/

Links

• Feature Vectors
  • http://en.wikipedia.org/wiki/Feature_vector
• Naive Bayes
  • http://en.wikipedia.org/wiki/Naive_Bayes_classifier