An Empirical Evaluation of the Rashomon Effect in Explainable Machine Learning.
Sebastian MüllerVanessa ToborekKatharina BeckhMatthias JakobsChristian BauckhagePascal WelkePublished in: CoRR (2023)
Keyphrases
- machine learning
- pattern recognition
- inductive learning
- feature selection
- supervised learning
- information extraction
- text mining
- decision trees
- machine learning methods
- artificial intelligence
- learning algorithm
- knowledge acquisition
- data mining
- real world
- data analysis
- real time
- empirical evaluation
- inductive logic programming
- kernel methods
- support vector machine
- computational biology
- negative impact
- transfer learning
- machine learning algorithms
- model selection
- natural language
- multiscale
- image processing
- information systems
- data sets