Stop ordering machine learning algorithms by their explainability! A user-centered investigation of performance and explainability.
Lukas-Valentin HermKai HeinrichJonas WannerChristian JanieschPublished in: Int. J. Inf. Manag. (2023)
Keyphrases
- machine learning algorithms
- user centered
- benchmark data sets
- learning algorithm
- learning problems
- decision trees
- machine learning
- user centered design
- machine learning methods
- multimedia databases
- user centric
- machine learning approaches
- repertory grid
- context aware
- learning technologies
- user interface
- mobile applications
- design process
- e government
- reinforcement learning
- standard machine learning algorithms
- high level
- educational games
- feature selection
- data points
- statistical machine learning
- interactive information retrieval systems