A 1-norm regularized linear programming nonparallel hyperplane support vector machine for binary classification problems.
Qianqian ZhangHaifeng WangSang Won YoonPublished in: Neurocomputing (2020)
Keyphrases
- hyperplane
- binary classification problems
- support vector machine
- multi class
- binary classifiers
- binary classification
- svm classifier
- objective function
- support vector
- feature space
- support vector machine svm
- dynamic programming
- machine learning
- feature selection
- generalization ability
- kernel function
- k nearest neighbor
- least squares
- knn
- feature vectors
- training data
- training set
- kernel methods
- neural network
- training samples
- cost sensitive
- optimal solution
- base classifiers
- multi task
- class imbalance
- weight vector
- multiclass classification
- majority voting
- data mining