Positive And Unlabeled Learning Algorithms And Applications: A Survey.
Kristen JaskieAndreas SpaniasPublished in: IISA (2019)
Keyphrases
- learning algorithm
- active learning
- unlabeled data
- training data
- labeled data
- supervised learning
- positive and negative
- training examples
- learning problems
- semi supervised learning
- machine learning algorithms
- positive and unlabeled examples
- machine learning
- training samples
- semi supervised
- learning models
- training set
- learning process
- transfer learning
- prior knowledge
- learning tasks
- generalization ability
- generalization error
- learning scheme
- class labels
- text categorization
- unsupervised learning
- learning rate
- efficient learning
- labeled and unlabeled data
- positive data
- inductive learning algorithms
- data mining