A Machine Learning Approach to Mass Spectra Classification with Unsupervised Feature Selection.
Michele CeccarelliAntonio d'AciernoAngelo M. FacchianoPublished in: CIBB (2008)
Keyphrases
- unsupervised feature selection
- feature selection
- ovarian cancer
- mass spectra
- classification accuracy
- decision trees
- pattern recognition
- machine learning
- data clustering
- support vector machine svm
- text classification
- feature extraction
- class labels
- feature vectors
- feature set
- supervised learning
- unsupervised learning
- support vector machine
- negative matrix factorization
- mass spectrometry
- feature space
- data sets