SVD Based Feature Selection and Sample Classification of Proteomic Data.
Annarita D'AddabboMassimo PapaleSalvatore Di PaoloSimona MagaldiRoberto ColellaValentina d'OnofrioAnnamaria Di PalmaElena RanieriLoreto GesualdoNicola AnconaPublished in: KES (3) (2008)
Keyphrases
- feature selection
- classification accuracy
- proteomic data
- support vector
- feature extraction
- feature set
- text classification
- machine learning
- feature selection algorithms
- feature space
- text categorization
- model selection
- decision trees
- high dimensionality
- pattern recognition
- support vector machine
- dimensionality reduction
- unsupervised learning
- knn
- support vector machine svm
- cross validation
- dimension reduction
- feature subset
- data sets
- high throughput
- singular value decomposition
- feature vectors