Ontology highlight
ABSTRACT:
SUBMITTER: Xu P
PROVIDER: S-EPMC4912060 | biostudies-literature | 2015
REPOSITORIES: biostudies-literature
Xu Peirong P Zhu J I JI Zhu Lixing L Li Y I YI
Biometrika 20141203 1
Linear discriminant analysis has been widely used to characterize or separate multiple classes via linear combinations of features. However, the high dimensionality of features from modern biological experiments defies traditional discriminant analysis techniques. Possible interfeature correlations present additional challenges and are often underused in modelling. In this paper, by incorporating possible interfeature correlations, we propose a covariance-enhanced discriminant analysis method th ...[more]