Parameter investigation of support vector machine classifier with kernel functions.
Alaa TharwatPublished in: Knowl. Inf. Syst. (2019)
Keyphrases
- kernel function
- support vector machine classifier
- support vector machine
- svm classifier
- support vector
- kernel methods
- feature space
- kernel learning
- support vector machine svm
- feature vectors
- feature set
- feature selection
- high dimensional
- feature extraction
- image analysis
- k nearest neighbor
- training set
- random projections
- machine learning
- representer theorem
- multiscale
- gaussian mixture model
- training data
- reproducing kernel hilbert space
- kernel matrices