Exploring Practitioner Perspectives On Training Data Attribution Explanations.
Elisa NguyenEvgenii KortukovJean Y. SongSeong Joon OhPublished in: CoRR (2023)
Keyphrases
- training data
- training set
- test data
- learning algorithm
- decision trees
- data sets
- domain knowledge
- generating explanations
- prior knowledge
- noisy data
- supervised learning
- classification models
- unlabeled data
- learned from training data
- multiple perspectives
- training instances
- semi supervised learning
- labeled data
- classification accuracy
- training samples
- naive bayes
- training examples
- class labels
- small number
- support vector machine
- generalization error
- domain adaptation
- emerging technologies
- genetic algorithm
- labelled data
- real world
- neural network