Interactive Pattern Sampling for Characterizing Unlabeled Data.
Arnaud GiacomettiArnaud SouletPublished in: IDA (2017)
Keyphrases
- unlabeled data
- labeled data
- semi supervised learning
- semi supervised
- active learning
- semi supervised classification
- co training
- training data
- supervised learning
- labeled and unlabeled data
- labeled training data
- text classification
- training set
- training examples
- labeled examples
- class labels
- random sampling
- number of labeled examples
- data points
- small set of labeled
- learning algorithm
- class distribution
- text categorization
- prior knowledge
- supervised learning algorithms
- supervised and semi supervised
- positive examples
- domain adaptation
- label propagation
- machine learning
- sample size
- natural language processing
- semisupervised learning