Browsing by Subject "small sample"

Now showing items 1-2 of 2

    • Relationship between classifier performance and distributional complexity for small samples 
      Attoor, Sanju Nair (Texas A&M University, 2004-11-15)
      Given a limited number of samples for classification, several issues arise with respect to design, performance and analysis of classifiers. This is especially so in the case of microarray-based classification. In this ...
    • Small sample feature selection 
      Sima, Chao (Texas A&M University, 2007-09-17)
      High-throughput technologies for rapid measurement of vast numbers of biolog- ical variables offer the potential for highly discriminatory diagnosis and prognosis; however, high dimensionality together with small samples ...