Identification of Intrinsically Unstructured Proteins using hierarchical classifier.
Jack Y. YangMary Qu YangPublished in: Int. J. Data Min. Bioinform. (2008)
Keyphrases
- hierarchical classification
- mass spectrometry
- training data
- feature space
- classification scheme
- semi structured
- hierarchical structure
- classifier training
- classifier systems
- classification process
- linear classifiers
- svm classifier
- feature selection
- classification method
- protein structure
- structured data
- support vector machine
- classification algorithm
- protein sequences
- amino acids
- protein function
- class labels
- classification rate
- training samples
- support vector
- decision trees
- neural network