Reducing SVR Support Vectors by Using Backward Deletion.
Masayuki KarasuyamaIchiro TakeuchiRyohei NakanoPublished in: KES (3) (2008)
Keyphrases
- support vectors
- support vector machine
- support vector
- kernel function
- support vector regression
- number of support vectors
- svm classifier
- input space
- training data
- hyperplane
- training examples
- training samples
- regression model
- maximum variance
- decision functions
- training dataset
- support vector machine svm
- feature space
- machine learning
- decision function
- svm training
- hyper sphere
- k nearest neighbor
- training process
- knn
- convex hull
- radial basis function
- nearest neighbor
- prior knowledge
- high dimensional
- feature selection