Quantitative Evaluation of Machine Learning Explanations: A Human-Grounded Benchmark.
Sina MohseniJeremy E. BlockEric D. RaganPublished in: IUI (2021)
Keyphrases
- quantitative evaluation
- machine learning
- ground truth
- ground truth data
- qualitative evaluation
- human learning
- learning algorithm
- error measure
- brain mr images
- learning systems
- artificial intelligence
- pattern recognition
- decision trees
- high quality
- learning tasks
- machine learning methods
- machine learning algorithms
- natural language processing
- supervised learning
- information extraction
- text classification
- image quality
- computational intelligence
- human subjects
- feature selection
- computer vision
- reinforcement learning
- natural language