Snorkel: Rapid Training Data Creation with Weak Supervision.
Alexander RatnerStephen H. BachHenry R. EhrenbergJason Alan FriesSen WuChristopher RéPublished in: Proc. VLDB Endow. (2017)
Keyphrases
- training data
- learning algorithm
- training set
- test data
- training samples
- supervised learning
- classification accuracy
- prior knowledge
- decision trees
- data sets
- training dataset
- information retrieval
- databases
- neural network
- domain knowledge
- support vector machine
- labeled data
- class labels
- training examples
- test set
- manually labeled training data
- web services
- learned from training data
- feature values
- database
- naive bayes
- text classification
- input data
- data mining
- active learning
- artificial intelligence