Classifying G-Protein Coupled Receptors with Hydropathy Blocks and Support Vector Machines.
Xing-Ming ZhaoDe-Shuang HuangShiwu ZhangYiu-ming CheungPublished in: ICIC (3) (2006)
Keyphrases
- svm classifier
- support vector
- learning machines
- large margin classifiers
- support vector machine
- kernel function
- support vectors
- support vector machine svm
- image classification
- hyperplane
- protein sequences
- feature vectors
- kernel methods
- loss function
- binary classification
- training set
- logistic regression
- feature selection
- cross validation
- decision function
- radial basis function
- generalization ability
- training examples
- multi class
- object recognition
- classification accuracy
- maximum margin
- similarity measure
- variable size
- image processing
- feature extraction
- text classification
- active learning
- artificial neural networks