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This article is part of the supplement: The 2009 International Conference on Bioinformatics & Computational Biology (BioComp 2009)

Open Access Research

Classification of genomic islands using decision trees and their ensemble algorithms

Dongsheng Che1*, Cory Hockenbury1, Robert Marmelstein1 and Khaled Rasheed2

Author Affiliations

1 Department of Computer Science, East Stroudsburg University, East Stroudsburg, PA 18301, USA

2 Department of Computer Science, University of Georgia, Athens, GA 30602, USA

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BMC Genomics 2010, 11(Suppl 2):S1  doi:10.1186/1471-2164-11-S2-S1

Published: 2 November 2010

Additional files

Additional file 1:

Feature quality analysis. This file contains feature analysis on three datasets, Staphylococcus, Salmonella, and all-three mixed.

Format: PDF Size: 34KB Download file

This file can be viewed with: Adobe Acrobat Reader

Open Data

Additional file 2:

ROC curves for the “leave-one-feature-out” models using adaBoost.

Format: PDF Size: 21KB Download file

This file can be viewed with: Adobe Acrobat Reader

Open Data