Regularized Least Squares Cancer Classifiers from DNA microarray data.
Nicola AnconaRosalia MagliettaAnnarita D'AddabboSabino LiuniGraziano PesolePublished in: BMC Bioinform. (2005)
Keyphrases
- regularized least squares
- dna microarray data
- gene selection
- cancer diagnosis
- dna microarray
- sparse representation
- feature ranking
- microarray data
- relevant genes
- microarray
- gene expression data
- feature selection
- gene expression
- training data
- lung cancer
- gene expression profiles
- support vector
- reproducing kernel hilbert space
- decision trees
- training set
- cancer classification
- svm classifier
- regularization term
- gene sets
- training samples
- machine learning methods
- machine learning algorithms
- support vector machine
- feature set
- computer vision