PLS/OPLS models in metabolomics: the impact of permutation of dataset rows on the K-fold cross-validation quality parameters

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PLS/OPLS models in metabolomics: the impact of permutation of dataset rows on the K-fold cross-validation quality parameters is …
instance of (P31):
review articleQ7318358
scholarly articleQ13442814

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P356DOI10.1039/C4MB00414K
P698PubMed publication ID25382277

P50authorPierre NahonQ43280991
P2093author name stringCorentine Goossens
Laurence Le Moyec
Nadia Bouchemal
Philippe Savarin
Roland Amathieu
Douglas N Rutledge
Mohamed N Triba
P2860cites workAssessing the statistical validity of proteomics based biomarkers.Q51914258
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Trials and tribulations of 'omics data analysis: assessing quality of SIMCA-based multivariate models using examples from pulmonary medicineQ30664694
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Application of ¹H NMR metabonomics in predicting renal function recoverability after the relief of obstructive uropathy in adult patientsQ39237295
On the optimization of classes for the assignment of unidentified reading frames in functional genomics programmes: the need for machine learning.Q45967378
Metabolomic analysis of biochemical changes in the plasma and urine of first-episode neuroleptic-naïve schizophrenia patients after treatment with risperidone.Q48439130
P433issue1
P921main subjectmetabolomicsQ12149006
P304page(s)13-19
P577publication date2014-11-10
P1433published inMolecular BioSystemsQ3319467
P1476titlePLS/OPLS models in metabolomics: the impact of permutation of dataset rows on the K-fold cross-validation quality parameters
P478volume11

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