An Empirical Evaluation of the Rashomon Effect in Explainable Machine Learning.
Sebastian MüllerVanessa ToborekKatharina BeckhMatthias JakobsChristian BauckhagePascal WelkePublished in: ECML/PKDD (3) (2023)
Keyphrases
- machine learning
- empirical evaluation
- decision trees
- machine learning methods
- supervised machine learning
- multiscale
- machine learning algorithms
- natural language processing
- explanation based learning
- pattern recognition
- data sets
- knowledge acquisition
- knowledge representation
- negative impact
- semi supervised learning
- unsupervised learning
- information extraction
- support vector machine
- hidden markov models
- active learning
- data analysis
- image sequences
- learning algorithm
- genetic algorithm
- databases