Peer-to-Peer Network Classification Using nu-Maximal Margin Spherical Structured Multiclass Support Vector Machine.
Santosh KumarSukumar NandiSantosh BiswasPublished in: ICDEM (2010)
Keyphrases
- multi class
- support vector machine
- maximal margin
- multiclass classification
- hyperplane
- svm classifier
- binary classifiers
- perceptron algorithm
- support vector machine svm
- structured output
- multiclass problems
- cost sensitive
- multi class classification
- feature selection
- machine learning
- class probabilities
- support vector
- binary classification
- binary classification problems
- soft margin
- multiple classes
- generalization ability
- error correcting output codes
- svm classification
- decision boundary
- feature vectors
- multiclass support vector machines
- training data
- pairwise
- k nearest neighbor
- training set
- feature space
- linear classifiers
- loss function
- data sets
- linearly separable
- feature extraction
- machine learning algorithms
- decision trees
- image classification
- weight vector
- multi task
- dimensionality reduction
- class labels
- feature set