Snuba: Automating Weak Supervision to Label Training Data.
Paroma VarmaChristopher RéPublished in: Proc. VLDB Endow. (2018)
Keyphrases
- training data
- class labels
- learning algorithm
- training set
- decision trees
- test data
- label noise
- label information
- labeled data
- training instances
- data sets
- supervised learning
- labeling process
- support vector machine
- semi supervised learning
- training dataset
- training process
- data mining
- multi label
- unlabeled data
- negative examples
- test set
- training samples
- domain knowledge
- positive examples
- feature values
- real time
- classification accuracy
- prior knowledge
- machine learning
- labeling effort