A Light-Weight Visualization Tool for Support Vector Machines.
SeungJin LimPublished in: DEXA Workshops (2014)
Keyphrases
- lightweight
- visualization tool
- support vector
- learning machines
- large margin classifiers
- open source
- graphical user interface
- visualization tools
- visual exploration
- logistic regression
- data analysis
- loss function
- kernel function
- information visualization
- multi class
- wireless sensor networks
- feature selection
- computer vision
- generalization ability
- support vector machine
- kernel methods
- hyperplane
- learning algorithm
- maximum margin
- service oriented architecture
- radial basis function
- soft margin
- feature space
- communication infrastructure