PLAME: Piecewise-Linear Approximate Measure for Additive Kernel SVM (Extended abstract).
Tsz Nam ChanZhe LiLeong Hou UReynold ChengPublished in: ICDE (2024)
Keyphrases
- piecewise linear
- extended abstract
- support vector
- hyperplane
- kernel function
- kernel space
- kernel methods
- dynamic programming
- feature space
- chaotic map
- support vector machine
- kernel parameters
- svm classification
- support vector machine svm
- regression algorithm
- finite sets
- input space
- kernel machines
- multiple kernel learning
- knn
- polynomial kernels
- training samples
- feature vectors
- linear classifiers
- support vectors
- gaussian kernel
- machine learning
- histogram intersection kernel
- svm classifier
- training examples
- feature selection
- decision function
- regression model
- rbf kernel
- training set
- training data
- logistic regression
- principal curves
- similarity measure