Project details for TBEEF, Triple Bagged Ensemble Ensemble Framework

Logo TBEEF, Triple Bagged Ensemble Ensemble Framework 3.1

by ChrisRackauckas - August 14, 2013, 12:02:52 CET [ Project Homepage BibTeX BibTeX for corresponding Paper Download ]

view (2 today), download ( 2 today ), 1 subscription

Description:

In the spring of 2013, Baidu, Inc. hosted a competition for teams to develop new algorithms for movie recommendation systems. The purpose of the competition was to develop better models for rating prediction and suggest methods for incorporating social media data into the prediction models. The goal of our project was to use the information disseminated by the top competitors of the contest to develop new algorithms for recommendation systems. Noting the prevalence of ensemble methods employed on factorization models, our team developed a doubly ensemble framework named TBEEF, a software framework with a plugin interface through which factorization and ensemble models could be easily developed and ran.

Changes to previous version:

Updated the included documentation.

BibTeX Entry: Download
Corresponding Paper BibTeX Entry: Download
URL: Project Homepage
Supported Operating Systems: Linux, Mac
Data Formats: Txt
Tags: Prediction, Ensemble Model, Social Information
Archive: download here

Other available revisons

Version Changelog Date
3.1

Updated the included documentation.

August 14, 2013, 12:02:52
3.0

Added technical report.

August 12, 2013, 14:10:28

Comments

No one has posted any comments yet. Perhaps you'd like to be the first?

Leave a comment

You must be logged in to post comments.