Evaluating Classification Performance with only Positive and Unlabeled Samples.
Siamak HajizadehZili LiRolf P. B. J. DollevoetDavid M. J. TaxPublished in: S+SSPR (2014)
Keyphrases
- unlabeled samples
- semi supervised
- pattern recognition
- incremental learning
- semi supervised learning
- labeled samples
- decision trees
- classification accuracy
- high dimensionality
- feature selection
- classification method
- labeled data
- text classification
- feature extraction
- support vector
- feature set
- training samples
- support vector machine
- feature space
- semi supervised classification
- label information
- machine learning
- labeled training data
- discriminative information
- label propagation
- labeled and unlabeled data
- classification systems
- unlabeled data
- supervised learning
- mixture model
- em algorithm