Mitigating Uncertainty of Classifier for Unsupervised Domain Adaptation.
Shanu KumarVinod Kumar KurmiPraphul SinghVinay P. NamboodiriPublished in: CoRR (2021)
Keyphrases
- training data
- classifier systems
- feature space
- learning algorithm
- feature selection
- decision trees
- inherent uncertainty
- classification scheme
- risk management
- uncertain data
- svm classifier
- training samples
- classification algorithm
- support vector machine
- linear classifiers
- belief functions
- ensemble learning
- bayesian networks
- classifier combination
- support vector
- bayesian classifier
- expected utility
- binary classifiers
- active learning
- text categorization
- rough sets
- feature subset
- incomplete information
- classification method
- class labels