Generalized Ambiguity Decompositions for Classification with Applications in Active Learning and Unsupervised Ensemble Pruning.
Zhengshen JiangHongzhi LiuBin FuZhonghai WuPublished in: AAAI (2017)
Keyphrases
- active learning
- supervised learning
- unsupervised learning
- semi supervised
- machine learning
- machine learning methods
- classification accuracy
- feature vectors
- classification algorithm
- support vector
- training set
- support vector machine
- training samples
- text classification
- feature space
- decision trees
- feature selection
- high dimensional
- model selection
- feature extraction
- text categorization
- cross validation