Play MNIST For Me! User Studies on the Effects of Post-Hoc, Example-Based Explanations & Error Rates on Debugging a Deep Learning, Black-Box Classifier.
Courtney FordEoin M. KennyMark T. KeanePublished in: CoRR (2020)
Keyphrases
- black box
- user studies
- deep learning
- post hoc
- user interaction
- user experience
- black boxes
- search tasks
- machine learning
- unsupervised feature learning
- unsupervised learning
- training data
- white box
- retrieval systems
- training examples
- feature space
- weakly supervised
- error rate
- test cases
- feature selection
- search tools
- user behavior
- mental models
- training set
- search engine
- learning algorithm