PLAME: Piecewise-Linear Approximate Measure for Additive Kernel SVM.
Tsz Nam ChanZhe LiLeong Hou UReynold ChengPublished in: IEEE Trans. Knowl. Data Eng. (2023)
Keyphrases
- piecewise linear
- support vector
- hyperplane
- kernel function
- kernel methods
- kernel space
- dynamic programming
- chaotic map
- support vector machine svm
- feature space
- finite sets
- support vector machine
- svm classification
- rbf kernel
- linear classifiers
- kernel parameters
- multiple kernel learning
- kernel machines
- regression algorithm
- linear svm
- svm classifier
- gaussian kernel
- decision function
- linearly separable
- principal curves
- feature selection
- reproducing kernel hilbert space
- input space
- training data
- similarity measure
- support vectors
- solution path
- machine learning
- kernel svms
- high dimensional feature space
- radial basis function
- logistic regression
- loss function
- knn
- data points
- training set
- polynomial kernels