Towards Explainable Classifiers Using the Counterfactual Approach - Global Explanations for Discovering Bias in Data.
Agnieszka MikolajczykMichal GrochowskiArkadiusz KwasigrochPublished in: J. Artif. Intell. Soft Comput. Res. (2021)
Keyphrases
- training data
- data sets
- raw data
- original data
- data structure
- data processing
- global scale
- training samples
- data mining techniques
- data analysis
- decision trees
- feature selection
- probability distribution
- data points
- data sources
- computer systems
- synthetic data
- input data
- prior knowledge
- spatial data
- missing values
- data quality
- global information
- database