Evaluation of SVM Transformations for Multi-label Research Article Classification.
Amr S. AbdelfattahTomás CernýPublished in: SDSC (2023)
Keyphrases
- multi label
- multi label classification
- image classification
- support vector machine svm
- class labels
- binary classification
- support vector
- text categorization
- text classification
- multi label learning
- svm classifier
- support vector machine
- classification algorithm
- multi instance
- feature selection
- binary classifiers
- multi class classification
- generalization ability
- cost sensitive
- multiple labels
- max margin
- feature extraction
- image annotation
- graph cuts
- classification accuracy
- feature vectors
- text classifiers
- knn
- training set
- multi class
- protein function prediction
- k nearest neighbor
- multiclass classification
- label assignment
- feature space
- image segmentation
- semi supervised learning
- similarity measure
- data sets
- cross validation
- training data