Interpretable machine learning: definitions, methods, and applications.
W. James MurdochChandan SinghKarl KumbierReza Abbasi-AslBin YuPublished in: CoRR (2019)
Keyphrases
- machine learning
- machine learning methods
- statistical methods
- artificial intelligence
- machine learning algorithms
- neural network
- benchmark datasets
- case study
- image segmentation
- pattern recognition
- pairwise
- computational cost
- semi supervised
- knowledge acquisition
- image processing
- feature selection
- data mining
- data sets