Applications of Bayesian Gene Selection and Classification with Mixtures of Generalized Singular g-Priors.
Wen-Kuei ChienChuhsing Kate HsiaoPublished in: Comput. Math. Methods Medicine (2013)
Keyphrases
- gene selection
- cancer classification
- cancer diagnosis
- microarray data
- gene expression profiles
- tumor classification
- colon cancer
- microarray
- dna microarray data
- support vector machine svm
- relevant genes
- microarray datasets
- microarray data analysis
- ovarian cancer
- feature selection
- support vector machine
- decision trees
- gene expression
- machine learning
- cancer detection
- gene expression data
- microarray classification
- survival prediction
- dna microarray
- feature extraction
- support vector
- classification accuracy
- feature vectors
- feature set
- microarray analysis
- machine learning methods
- feature ranking
- random forest
- maximum likelihood
- text classification
- supervised learning
- feature space
- pattern recognition
- neural network
- multi step
- data sets
- model selection
- training set