Equivalence of Multicategory SVM and Simplex Cone SVM: Fast Computations and Statistical Theory.
Guillaume PouliotPublished in: ICML (2018)
Keyphrases
- support vector machine svm
- support vector
- knn
- support vector machine
- statistical learning theory
- multi class
- svm classifier
- gene selection
- training data
- multi class classification
- decision boundary
- theoretical framework
- svm classification
- feature vectors
- generalization ability
- classification algorithm
- neural network
- hyperplane
- information theory
- kernel function
- machine learning
- statistical analysis
- k nearest neighbor
- support vectors
- training set
- pattern recognition
- classification method
- linear programming
- feature selection
- feature extraction
- feature space
- maximum margin
- text classifiers
- optimal parameters
- similarity measure