Stochastic nonparallel hyperplane support vector machine for binary classification problems and no-free-lunch theorems.
Ashish SharmaPublished in: Evol. Intell. (2022)
Keyphrases
- hyperplane
- binary classification problems
- support vector machine
- multi class
- binary classifiers
- svm classifier
- support vector
- binary classification
- support vector machine svm
- kernel function
- feature space
- feature selection
- machine learning
- weight vector
- training data
- feature vectors
- generalization ability
- k nearest neighbor
- majority voting
- knn
- radial basis function
- neural network
- data points
- training set
- input data
- training samples
- image features
- kernel methods
- input space
- learning algorithm