Distinguishing Mislabeled Data from Correctly Labeled Data in Classifier Design.
Sundara VenkataramanDimitris N. MetaxasDmitriy FradkinCasimir A. KulikowskiIlya B. MuchnikPublished in: ICTAI (2004)
Keyphrases
- labeled data
- training data
- unlabeled data
- data points
- semi supervised learning
- labeled training data
- training examples
- semi supervised
- data sets
- decision trees
- prior knowledge
- labeled and unlabeled data
- supervised learning
- text classification
- supervised classifiers
- active learning
- class labels
- co training
- small number
- knowledge discovery
- data sources
- training set
- transfer learning
- domain adaptation
- unlabeled examples
- machine learning