Feature selection and nearest centroid classification for protein mass spectrometry.
Ilya LevnerPublished in: BMC Bioinform. (2005)
Keyphrases
- mass spectrometry
- feature selection
- mass spectrometry data
- mass spectra
- classification accuracy
- high throughput
- cancer classification
- ovarian cancer
- pattern classification
- feature set
- machine learning
- support vector machine
- feature extraction
- feature vectors
- high dimensionality
- spectral data
- proteomic data
- tandem mass spectrometry
- feature space
- decision trees
- feature ranking
- protein structure
- dimensionality reduction
- gene selection
- rule learning
- gene expression profiles
- biological data
- cancer diagnosis
- gene expression data
- interaction networks
- microarray
- similarity measure