A few more interesting things:
1) A really nice article. "Predictive Analytics in the Public Sector: Using Data Mining to Assist Better Target Selection for Audit", by Duncan Cleary from the Revenue about bulding predictive models in SAS. Very practical stuff.
http://www.ejeg.com/issue/download.html?idArticle=232
2) Stanford University lecturers Dan Jurafsky and Chris Manning have a free online natural language processing course running at the moment. The Week 3 lectures on Text Classification do a really nice job covering the Naive Bayes classifiers, bag of words type representations and the use of precision, recall and f-measure to evaluate performance. Available at (you may need to log in):
https://class.coursera.org/nlp/lecture/index
No comments:
Post a Comment