Support Vector Machine Implementations for Classification & Clustering.
Stephen Winters-HiltAnil YelundurCharlie McChesneyMatthew LandryPublished in: BMC Bioinform. (2006)
Keyphrases
- support vector machine
- support vector
- svm classifier
- classification method
- support vector machine svm
- feature vectors
- feature selection
- high classification accuracy
- feature space
- unsupervised learning
- high dimensionality
- classification accuracy
- classification scheme
- multi class
- classification algorithm
- text classification
- unsupervised classification
- generalization ability
- unsupervised clustering
- model selection
- decision boundary
- k means
- machine learning
- training data
- radial basis function
- k nearest neighbor
- principal components analysis
- supervised classification
- decision trees
- density estimation
- soft margin
- pattern classification
- multi class svm
- cluster analysis
- pattern recognition
- preprocessing
- high dimensional data
- supervised learning
- image classification
- decision forest
- neural network
- sequential minimal optimization
- automatic classification
- classification models
- hyperplane
- data clustering
- feature extraction
- data mining