If-SVM: Iterative factoring support vector machine.
Yuqing PanWenpeng ZhaiWei GaoXiangjun ShenPublished in: Multim. Tools Appl. (2020)
Keyphrases
- support vector machine
- support vector machine svm
- svm classifier
- support vector
- svm classification
- multi class
- machine learning
- statistical learning theory
- generalization ability
- support vectors
- feature vectors
- kernel methods
- support vector machine classifiers
- training data
- decision forest
- classification algorithm
- feature selection
- feature space
- kernel function
- sequential minimal optimization
- decision boundary
- structured output
- multi class svm
- ls svm
- high classification accuracy
- dimension reduction methods
- knn
- k nearest neighbor
- hyperplane
- cost sensitive
- binary classification
- radial basis function
- training set
- training process
- reduced set
- classification method
- svm training
- decision function
- pattern recognition
- rbf kernel
- soft margin
- linear support vector machines
- string kernels
- small sample
- fold cross validation
- ensemble classifier
- optimal parameters