Simple Method for Interpretation of High-Dimensional Nonlinear SVM Classification Models.
Vladimir CherkasskySauptik DharPublished in: DMIN (2010)
Keyphrases
- support vector machine svm
- support vector machine
- classification models
- classification accuracy
- pairwise
- similarity measure
- high dimensional
- objective function
- classification algorithm
- feature selection
- support vector
- training data
- optimization algorithm
- pattern recognition
- feature space
- learning algorithm
- knn
- nearest neighbor
- dimensionality reduction
- classification method