Multidimensional data classification with chordal distance based kernel and Support Vector Machines.
Boguslaw CyganekBartosz KrawczykMichal WozniakPublished in: Eng. Appl. Artif. Intell. (2015)
Keyphrases
- support vector
- multidimensional data
- classification accuracy
- kernel function
- learning machines
- large margin classifiers
- support vector machine
- svm classifier
- svm classification
- feature selection
- kernel machines
- kernel methods
- generalization ability
- feature space
- decision trees
- polynomial kernels
- data warehouse
- rbf kernel
- support vectors
- unsupervised learning
- multiple kernel learning
- decision function
- feature extraction
- machine learning
- neural network
- multidimensional analysis
- space filling curves
- support vector machine svm
- pattern recognition
- data structure
- real world