Centroid Based Binary Tree Structured SVM for Multi Classification.
Aruna GovadaBhavul GauriSanjay Kumar SahayPublished in: CoRR (2015)
Keyphrases
- binary tree
- support vector machine svm
- support vector
- multiclass svm
- support vector machine
- svm classifier
- classification method
- structured output
- classification algorithm
- feature selection
- multi class
- feature vectors
- svm classification
- quadtree
- multiclass classification
- knn
- improves the classification accuracy
- decision boundary
- generalization ability
- pattern recognition
- classification accuracy
- training set
- machine learning
- feature extraction
- multi class classification
- text classification
- training process
- class labels
- decision trees
- feature space
- similarity measure
- unbalanced data
- histogram intersection kernel
- cross validation
- binary classification
- training samples
- kernel methods
- relational databases
- image classification
- support vector machine classifiers
- fuzzy support vector machine