Editing training data for multi-label classification with the k-nearest neighbor rule.
Sawsan KanjFahed AbdallahThierry DenoeuxKifah ToutPublished in: Pattern Anal. Appl. (2016)
Keyphrases
- k nearest neighbor
- multi label classification
- training data
- classification algorithm
- knn
- text categorization
- multi label
- support vector machine
- semi supervised learning
- nearest neighbor
- text classification
- nearest neighbour
- binary classification
- training set
- class labels
- labeled data
- data sets
- image annotation
- support vector machine svm
- naive bayes
- supervised learning
- learning algorithm
- multi class
- unlabeled data
- decision trees
- neural network
- training samples
- graph cuts
- prior knowledge
- feature selection
- image classification
- binary classifiers
- semi supervised
- generalization error
- class distribution
- meta level
- active learning
- association rules
- data analysis
- image processing