Interpretable and explainable machine learning: A methods-centric overview with concrete examples.
Ricards MarcinkevicsJulia E. VogtPublished in: WIREs Data. Mining. Knowl. Discov. (2023)
Keyphrases
- machine learning
- machine learning methods
- data sets
- pattern recognition
- machine learning algorithms
- computational cost
- significant improvement
- artificial intelligence
- decision trees
- qualitative and quantitative
- social networks
- classification method
- learning models
- support vector machine
- cross validation
- machine learning systems
- database
- empirical studies
- information extraction
- evolutionary algorithm
- data analysis
- computer science
- information retrieval
- real time