An Improved SVM for Aliasing Dataset: Demarcation Threshold Support Vector Machine.
Bei-Bei ZhangHua-Ping ZhouPublished in: ISCID (2) (2016)
Keyphrases
- support vector machine
- support vector machine svm
- svm classifier
- support vector
- fold cross validation
- multi class
- svm classification
- support vectors
- k nearest neighbor
- feature selection
- training data
- generalization ability
- kernel function
- support vector machine classifiers
- feature vectors
- hyperplane
- machine learning
- multi class svm
- classification algorithm
- statistical learning theory
- text classification tasks
- knn
- decision forest
- radial basis function
- feature space
- high classification accuracy
- soft margin
- benchmark datasets
- decision function
- reduced set
- small sample
- binary classification
- kernel methods
- frequency domain
- dimension reduction methods
- training set
- sequential minimal optimization
- optimal parameters
- training dataset
- classification method
- neural network
- feature set
- learning algorithm
- polynomial kernels
- svm training
- logistic regression
- linear support vector machines
- structured output
- data points
- high resolution
- decision trees
- support vector regression
- decision boundary
- ls svm