Video Lecture UGent Random_Multinomial Logit Generalizing RF to other methods Anita Prinzie and Dirk Van den Poel

Video Lecture by Anita Prinzie and Dirk Van den Poel (UGent_CRM_1)

A 42-minute video lecture by Anita Prinzie & Dirk Van den Poel about “Generalizing Random Forests Principles to other methods: Random MultiNomial Logit, Random Naïve Bayes, …” (1.4 GB video stream in Apple’s Quicktime, so you may have to download the software using the link to obtain the advanced high-quality H.264 codec, download of the video may take several minutes before it starts (depending on your connection speed!)). Click here for the pdf of the slides used in the presentation.

This lecture refers to two papers:

PRINZIE, A., & VAN DEN POEL, D. (2007), Random Multiclass Classification: Generalizing RF to RMNL and RNB, Dexa 2007, Lecture Notes in Computer Science, 4653, 349-358.
PRINZIE, A., & VAN DEN POEL, D. (2008), Random Forests for multiclass classification: Random MultiNomial Logit, Expert Systems with Applications, 34(3), 2008, 1721-1732.

For this and other papers, please visit: www.crm.UGent.be

The Department of Marketing of Ghent University offers a Master of Marketing Analysis, which is a one-year full-time degree (from October – June) specializing in CRM and market(ing) research and marketing communications. See http://www.mma.UGent.be for more information.