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Intersession reproducibility of mass spectrometry profiles and its effect on accuracy of multivariate classification models.
Richard Pelikan
William L. Bigbee
David Malehorn
James Lyons-Weiler
Milos Hauskrecht
Published in:
Bioinform. (2007)
Keyphrases
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classification models
mass spectrometry
models built
high throughput
mass spectrometry data
decision trees
feature selection
training data
high accuracy
proteomic data
feature set
pattern recognition
feature extraction
mass spectra
data analysis
fold cross validation
image processing
data mining
database