Ontology highlight
ABSTRACT:
SUBMITTER: Pang H
PROVIDER: S-EPMC3856189 | biostudies-literature | 2013 Jun
REPOSITORIES: biostudies-literature
Pang Herbert H Tong Tiejun T Ng Michael M
Statistical applications in genetics and molecular biology 20130601 3
High-throughput expression profiling allows simultaneous measure of tens of thousands of genes at once. These data have motivated the development of reliable biomarkers for disease subtypes identification and diagnosis. Many methods have been developed in the literature for analyzing these data, such as diagonal discriminant analysis, support vector machines, and k-nearest neighbor methods. The diagonal discriminant methods have been shown to perform well for high-dimensional data with small sam ...[more]