Multicategory Classification using Extended SVM-RFE and Markov Blanket on SELDITOF Mass Spectrometry Data.
Jung Hun OhJean GaoAnimesh NandiPrem GurnaniLynne KnowlesJohn SchorgeKevin P. RosenblattPublished in: CIBCB (2005)
Keyphrases
- markov blanket
- mass spectrometry data
- pattern classification
- decision boundary
- structure learning
- bayesian networks
- pattern recognition
- feature extraction
- decision trees
- classification accuracy
- support vector
- feature selection
- support vector machine svm
- machine learning
- supervised learning
- support vector machine
- feature vectors
- cancer classification
- training samples
- svm classifier
- high throughput
- training set
- gene expression profiles
- image classification
- variable selection
- benchmark data sets
- unsupervised learning
- nearest neighbor
- feature space
- learning algorithm