Regularized logistic regression without a penalty term: An application to cancer classification with microarray data.
Concha BielzaVíctor RoblesPedro LarrañagaPublished in: Expert Syst. Appl. (2011)
Keyphrases
- logistic regression
- cancer classification
- microarray data
- gene selection
- microarray
- gene expression data
- gene expression
- feature selection
- decision trees
- support vector
- gene expression profiles
- data sets
- chi square
- high dimensional
- naive bayes
- loss function
- random forest
- microarray datasets
- cluster analysis
- multi task
- fold cross validation
- breast cancer
- machine learning methods
- training data
- clustering algorithm
- gene ontology
- knn