Ontology highlight
ABSTRACT:
SUBMITTER: Parry RM
PROVIDER: S-EPMC2920072 | biostudies-literature | 2010 Aug
REPOSITORIES: biostudies-literature
The pharmacogenomics journal 20100801 4
In the clinical application of genomic data analysis and modeling, a number of factors contribute to the performance of disease classification and clinical outcome prediction. This study focuses on the k-nearest neighbor (KNN) modeling strategy and its clinical use. Although KNN is simple and clinically appealing, large performance variations were found among experienced data analysis teams in the MicroArray Quality Control Phase II (MAQC-II) project. For clinical end points and controls from br ...[more]