A new optimizing parameter approach of LSSVM multiclass classification model.
Kui He YangLingling ZhaoPublished in: Neural Comput. Appl. (2012)
Keyphrases
- multi class
- ls svm
- least squares support vector machine
- support vector machine
- least squares
- multiclass classification
- pairwise
- binary classifiers
- cost sensitive
- binary classification
- structural svm
- feature selection
- correlation coefficient
- variable selection
- machine learning
- improved algorithm
- support vector
- generalization ability
- input variables
- svm classifier
- cross validation
- rbf neural network
- support vector machine svm
- knn
- training set
- binary classification problems
- learning algorithm