Protein Secondary Structure Prediction Using Support Vector Machine With a PSSM Profile and an Advanced Tertiary Classifier.
Hae-Jin HuPhang C. TaiRobert W. HarrisonJieyue HeYi PanPublished in: CSB Workshops (2005)
Keyphrases
- protein secondary structure prediction
- support vector machine
- machine learning
- fuzzy k nearest neighbor
- svm classifier
- protein secondary structure
- training data
- classification method
- support vector
- support vector machine svm
- high classification accuracy
- feature selection
- multi class
- training set
- small sample
- decision boundary
- classification algorithm
- soft margin
- tertiary structure
- feature vectors
- feature space
- kernel function
- svm classification
- decision forest
- multi class svm
- learning algorithm
- user profiles
- knn
- hyperplane
- decision trees
- training samples
- k nearest neighbor
- multiclass classification
- ensemble classifier
- radial basis function
- real world