AdaBoost.C2: Boosting Classifiers Chains for Multi-Label Classification.
Jiaxuan LiXiaoyan ZhuJiayin WangPublished in: AAAI (2023)
Keyphrases
- multi label classification
- boosting algorithms
- weak learners
- binary classifiers
- binary classification
- multi class
- multi label
- weak classifiers
- adaboost algorithm
- strong classifier
- ensemble methods
- base classifiers
- ensemble learning
- cost sensitive
- multi class classification
- classification algorithm
- base learners
- learning algorithm
- semi supervised learning
- decision stumps
- boosted classifiers
- support vector
- image annotation
- face detection
- prediction accuracy
- generalization error
- ensemble classifier
- class labels
- hyperplane
- text categorization
- feature selection
- training samples
- semi supervised
- text classification
- image classification
- object detection
- training data
- learning problems
- data sets
- support vector machine
- meta level
- graph cuts
- active learning
- cross validation