A Note on the Bias in SVMs for Multiclassification.
Luis González AbrilCecilio AnguloFrancisco Velasco MorenteJuan Antonio OrtegaPublished in: IEEE Trans. Neural Networks (2008)
Keyphrases
- support vector
- support vector machine svm
- feature selection
- multi class
- support vector machine
- sparse kernel
- kernel function
- classification using support vector machines
- support vectors
- training support vector machines
- knn
- machine learning
- generalization ability
- classification algorithm
- hyperplane
- binary classification
- training data
- svm classifier
- feature vectors
- training set
- polynomial kernels
- feature space
- data sets
- logistic regression
- onset detection
- neural networks and support vector machines
- large margin classifiers
- kernel space
- reduced set
- maximum margin
- kernel methods