Multi-label Active Learning with Error Correcting Output Codes.
Ningzhao SunJincheng ShanChenping HouPublished in: PAKDD (2) (2019)
Keyphrases
- error correcting output codes
- multi label
- active learning
- multi class
- binary classifiers
- multi label classification
- multi class problems
- binary classification
- text categorization
- graph cuts
- learning tasks
- learning problems
- image classification
- class labels
- multiclass problems
- supervised learning
- image annotation
- base classifiers
- text classification
- semi supervised
- training examples
- cost sensitive
- semi supervised learning
- training set
- unlabeled data
- labeled data
- learning process
- pairwise
- feature selection
- data sets
- benchmark datasets
- unsupervised learning
- learning algorithm
- image segmentation
- neural network
- machine learning
- computer vision
- multiple types
- image processing
- generalization error
- multi task
- knn
- markov random field
- training samples