SVM-Fold: a tool for discriminative multi-class protein fold and superfamily recognition.
Iain MelvinEugene IeRui KuangJason WestonWilliam Stafford NobleChristina S. LesliePublished in: BMC Bioinform. (2007)
Keyphrases
- multi class
- support vector machine
- multi class classification
- max margin
- protein fold recognition
- multi class svm
- feature selection
- binary classification
- multiple classes
- linear classifiers
- feature extraction
- multiclass classification
- binary classifiers
- cost sensitive
- support vector
- multiclass problems
- pairwise
- object recognition
- protein sequences
- multi class classifier
- multi class classifiers
- object detection
- binary and multi class
- single class
- feature vectors
- binary classification problems
- semi supervised
- machine learning
- error correcting output codes
- large margin classifiers
- amino acids
- multi task
- hyperplane
- kernel function