Example dataset

Gene Expression Profiles in Hereditary Breast Cancer. Ingrid Hedenfalk, David Duggan, Yidong Chen, Michael Radmacher, Michael Bittner, Richard Simon, Paul Meltzer, Barry Gusterson, Manel Esteller, Mark Raffeld, Zohar Yakhini, Amir Ben-Dor, Edward Dougherty, Juha Kononen, Lukas Bubendorf, Wilfrid Fehrle, Stefania Pittaluga, Sofia Gruvberger, Niklas Loman, Oskar Johannsson, Håkan Olsson, Benjamin Wilfond, Guido Sauter, Olli-P. Kallioniemi, Åke Borg and Jeffrey Trent (PubMed: Hedenfalk, et al - 2001).

Here we have illustrated classification accuracy with polynomial, linear and radial basis function kernel among the BRCA1-BRCA2, BRCA1-sporadic and BRCA2-sporadic.

• Supplemental information on the web
• Description of Gene Expression Ratio Data File for BRCA Experiments (by Yidong Chen, May 16, 2001) (PDF )
• Dataset Download (TXT)
• Labeled Data File Format Download
  (BRCA1-BRCA2, BRCA1-Sporadic, BRCA2-Sporadic)

Figure 2 - Classification accuracy shown with polynomial, linear and radial basis function kernel among the BRCA1-BRCA2, BRCA1- sporadic and BRCA2-sporadic
(Hedenfalk, et al - 2001) 
 

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2007, The USM