Variance reduction in estimating classification error using sparse datasets

Chemometrics and Intelligent Laboratory Systems

Volumn 79, Issue 1-2, 2005, Pages 91-100

  Beleites, Claudia ^b   Baumgartner, Richard ^a   Bowman, Christopher ^a   Somorjai, Ray ^a   Steiner, Gerald ^b   Salzer, Reiner ^b   Sowa, Michael G ^a  

^a NATIONAL RESEARCH COUNCIL CANADA   (Canada)

^b DRESDEN UNIVERSITY OF TECHNOLOGY   (Germany)

Author keywords

Bootstrap resampling; Crossvalidation; Error rate estimation; Small sample size

Indexed keywords

ANALYSIS OF VARIANCE; ANALYTICAL ERROR; ARTICLE; CLASSIFICATION; DATA BASE; LINEAR SYSTEM; NONLINEAR SYSTEM; PRIORITY JOURNAL; QUALITATIVE ANALYSIS; VALIDATION PROCESS;

EID: 24044448496     PISSN: 01697439     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.chemolab.2005.04.008     Document Type: Article

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