Bayesian model averaging: development of an improved multi-class, gene selection and classification tool for microarray data.
Ka Yee YeungRoger Eugene BumgarnerAdrian E. RafteryPublished in: Bioinform. (2005)
Keyphrases
- multi class
- microarray data
- gene selection
- feature selection
- cancer classification
- support vector machine
- microarray data analysis
- microarray
- gene expression profiles
- dna microarray data
- informative genes
- ovarian cancer
- microarray datasets
- dna microarray
- cancer diagnosis
- binary classifiers
- class probabilities
- support vector machine svm
- gene expression
- classification accuracy
- text classification
- gene expression data
- small number of samples
- feature space
- model selection
- high dimensionality
- data sets
- feature vectors
- feature ranking
- pattern recognition
- microarray analysis
- machine learning
- feature set
- pairwise
- decision trees
- high dimensional
- svm classifier
- support vector
- feature extraction
- cluster analysis
- k nearest neighbor
- gene sets
- probabilistic model