Enhancing SVM with Visualization..
Thanh-Nghi DoFrançois PouletPublished in: Discovery Science (2004)
Keyphrases
- support vector
- support vector machine svm
- data analysis
- svm classifier
- multi class
- support vector machine
- multi class svm
- visualization tool
- feature selection
- generalization ability
- training data
- data visualization
- visualization tools
- kernel function
- self organizing maps
- machine learning
- support vectors
- ls svm
- classification algorithm
- image classification
- knn
- feature vectors
- interactive visualization
- neural network
- graphical user interface
- decision function
- maximum margin
- training algorithm
- cost sensitive
- kernel methods
- learning algorithm
- feature extraction
- classification accuracy