A combined SVM-RDA classifier for protein fold recognition.
Wieslaw ChmielnickiKatarzyna StaporPublished in: Bio Algorithms Med Syst. (2011)
Keyphrases
- protein fold recognition
- multi class
- support vector
- support vector machine
- svm classifier
- multi class svm
- classification algorithm
- support vector machine svm
- feature selection
- training data
- classification method
- key features
- feature space
- training set
- text classifiers
- train a support vector machine
- decision boundary
- fold cross validation
- decision function
- svm classification
- fuzzy support vector machine
- decision forest
- conditional random fields
- protein structure prediction
- knn
- feature vectors
- data sets
- decision trees
- multiple kernel learning
- kernel function
- learning algorithm
- machine learning
- cost sensitive
- hyperplane
- kernel methods
- ensemble classifier
- training samples
- natural language