A Comparison Study of Kernel Functions in the Support Vector Machine and Its Application for Termite Detection.
Muhammad Achirul NandaKudang Boro SeminarDodi NandikaAkhiruddin MadduPublished in: Inf. (2018)
Keyphrases
- kernel function
- support vector machine
- support vector
- kernel methods
- svm classifier
- feature space
- input space
- support vector regression
- svm classification
- support vector machine svm
- hyperplane
- machine learning
- support vectors
- kernel matrix
- multi class
- statistical learning theory
- high dimensional feature space
- kernel learning
- feature selection
- generalization ability
- feature maps
- k nearest neighbor
- training data
- gaussian kernels
- polynomial kernels
- decision boundary
- multiple kernel learning
- reproducing kernel hilbert space
- feature vectors
- kernel principal component analysis
- loss function
- high dimensional
- kernel matrices