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Informative transcription factor selection using support vector machine-based generalized approximate cross validation criteria.
Insuk Sohn
Jooyong Shim
Changha Hwang
Sujong Kim
Jae Won Lee
Published in:
Comput. Stat. Data Anal. (2009)
Keyphrases
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cross validation
model selection
transcription factors
support vector
hyperparameters
cross validated
binding sites
selection criterion
genome wide
training set
data sets
gene expression
dna binding
error estimates
high throughput
sample size
upper bound
training data
feature selection
machine learning