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A Bayesian approach for inducing sparsity in generalized linear models with multi-category response.
Behrouz Madahian
Sujoy Roy
Dale Bowman
Lih-Yuan Deng
Ramin Homayouni
Published in:
BMC Bioinform. (2015)
Keyphrases
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generalized linear models
multi category
high dimensional
sparse data
regression model
logistic regression
linear regression
extreme learning machine
support vector machine
least squares
sparse representation
regression methods
risk minimization
support vector regression