How I stopped worrying about training data bugs and started complaining.
Lampros FlokasWeiyuan WuJiannan WangNakul VermaEugene WuPublished in: DEEM@SIGMOD (2022)
Keyphrases
- training data
- test data
- decision trees
- training process
- source code
- data sets
- learning algorithm
- training set
- supervised learning
- software systems
- training examples
- classification accuracy
- learned from training data
- prior knowledge
- domain knowledge
- training instances
- classification models
- domain adaptation
- unlabeled data
- test set
- early days
- unseen data
- static analysis
- training dataset
- databases
- machine learning
- information retrieval
- test cases
- support vector
- genetic algorithm
- training samples
- labeled data
- information systems
- database
- knowledge base
- active learning
- website
- multi agent systems