Stop ordering machine learning algorithms by their explainability! A user-centered investigation of performance and explainability.
Lukas-Valentin HermKai HeinrichJonas WannerChristian JanieschPublished in: CoRR (2022)
Keyphrases
- machine learning algorithms
- user centered
- benchmark data sets
- learning algorithm
- machine learning
- decision trees
- machine learning methods
- user centered design
- learning problems
- repertory grid
- educational games
- user centric
- mobile applications
- design process
- multimedia databases
- machine learning approaches
- user interface
- learning technologies
- context aware
- search tools
- standard machine learning algorithms
- data sets
- e government
- machine learning and data mining algorithms
- search engine
- case study