A classification approach for genotyping viral sequences based on multidimensional scaling and linear discriminant analysis.
Ji Woong KimYongju AhnKichan LeeSung-Hee ParkSangsoo KimPublished in: BMC Bioinform. (2010)
Keyphrases
- linear discriminant analysis
- multidimensional scaling
- dimensionality reduction
- support vector machine svm
- dimension reduction
- feature extraction
- principal component analysis
- discriminant analysis
- feature space
- kernel pca
- support vector
- face recognition
- pattern recognition
- low dimensional
- classification accuracy
- feature vectors
- support vector machine
- high dimensional data
- high dimensionality
- class labels
- feature selection
- unsupervised learning
- training samples
- decision trees
- manifold learning
- machine learning
- text classification
- knn
- distance function
- svm classifier
- euclidean distance
- singular value decomposition
- kernel methods
- data sets
- input space
- neural network