Classification with SVM in Lorentzian space.
Yerzhan KerimbekovHasan Sakir BilgeHasan Huseyin UgurluPublished in: SIU (2017)
Keyphrases
- support vector machine svm
- support vector
- support vector machine
- svm classifier
- classification algorithm
- classification method
- feature vectors
- pattern classification
- svm classification
- feature space
- feature extraction
- pattern recognition
- classification accuracy
- training set
- machine learning
- multi class classification
- decision boundary
- feature selection
- support vector machine classifiers
- improves the classification accuracy
- feature set
- knn
- indoor outdoor
- decision trees
- linearly separable
- generalization ability
- partially supervised
- search space
- k nearest neighbor
- maximum margin
- multi class
- document classification
- rule based classifier
- image classification
- text classifiers
- fuzzy support vector machine
- multi class svm
- multiclass support vector machines
- standard svm
- structured output
- supervised learning
- training process
- input space
- text classification
- cross validation