Classification of defects in steel strip surface based on multiclass support vector machine.
Huijun HuYuanxiang LiMaofu LiuWenhao LiangPublished in: Multim. Tools Appl. (2014)
Keyphrases
- multi class
- support vector machine
- multiclass classification
- svm classifier
- multiclass problems
- binary classifiers
- multi class classification
- support vector
- support vector machine svm
- binary and multi class
- multiple classes
- feature vectors
- multi class svm
- multi class classifier
- cost sensitive classification
- multiclass support vector machines
- class probabilities
- feature selection
- cost sensitive
- machine learning
- svm classification
- training set
- training data
- feature space
- binary classification
- surface defects
- error correcting output codes
- decision boundary
- generalization ability
- classification algorithm
- binary classification problems
- multiclass svm
- k nearest neighbor
- multi class boosting
- kernel function
- kernel fisher
- kernel methods
- multiclass learning
- pairwise
- hyperplane
- multi class problems
- single class
- structured output
- ls svm
- dimensionality reduction
- binary classification tasks
- knn
- data mining
- maximum margin