Augmented prediction of a true class for Positive Unlabeled data under selection bias.
Jan MielniczukAdam WawrzenczykPublished in: CoRR (2024)
Keyphrases
- unlabeled data
- labeled data
- semi supervised learning
- class labels
- semi supervised
- positive examples
- active learning
- positive data
- label information
- co training
- training data
- semi supervised classification
- positive and unlabeled examples
- supervised learning
- training set
- labeled examples
- labeled and unlabeled data
- text classification
- prediction accuracy
- learning algorithm
- text categorization
- prior knowledge
- class distribution
- transfer learning
- positive and negative
- number of labeled examples
- labeled training data
- training examples
- data points
- unsupervised learning
- machine learning
- supervised and semi supervised
- multi label
- pairwise
- data sets
- probabilistic model
- information extraction
- negative examples
- decision trees
- e learning
- statistical queries
- data mining