WiseTag: An Ensemble Method for Multi-label Topic Classification.
Guanqing LiangHsiaohsien KaoCane Wing-Ki LeungChao HePublished in: NLPCC (2) (2018)
Keyphrases
- multi label
- multilabel classification
- multi label classification
- ensemble methods
- class labels
- image classification
- random forest
- multi label learning
- text categorization
- text classification
- machine learning methods
- binary classification
- decision trees
- benchmark datasets
- generalization ability
- graph cuts
- ensemble classifier
- image annotation
- learning tasks
- random forests
- base classifiers
- instance based learning
- binary classifiers
- base learners
- cost sensitive
- prediction accuracy
- ensemble learning
- supervised learning
- feature extraction
- classification models
- support vector machine svm
- support vector machine
- training set
- image processing
- machine learning algorithms
- unlabeled data
- small number
- image features
- training data
- machine learning