Improving Visualization, Scalability and Performance of Multiclass Problems with SVM Manifold Learning.
Catarina SilvaBernardete RibeiroPublished in: ICANNGA (2009)
Keyphrases
- manifold learning
- multiclass problems
- multi class
- support vector machine
- low dimensional
- dimensionality reduction
- binary classification
- support vector
- semi supervised
- support vector machine svm
- multi class classification
- dimension reduction
- high dimensional
- feature space
- high dimensional data
- pairwise
- feature extraction
- svm classifier
- cost sensitive
- binary classifiers
- kernel trick
- sparse representation
- feature selection
- geodesic distance
- knn
- kernel function
- data analysis
- kernel methods
- neural network
- data points
- learning algorithm