Learning from data with uncertain labels by boosting credal classifiers.
Benjamin QuostThierry DenoeuxPublished in: KDD Workshop on Knowledge Discovery from Uncertain Data (2009)
Keyphrases
- training data
- prior knowledge
- data sets
- learning algorithm
- data points
- feature selection
- learned models
- training examples
- learning process
- data sources
- probability distribution
- partially labeled data
- training set
- labeled data
- semi supervised learning
- co training
- multiclass classification
- support vector
- machine learning