Tree-based local explanations of machine learning model predictions, AraucanaXAI.
Enea ParimbelliGiovanna NicoraSzymon WilkWojtek MichalowskiRiccardo BellazziPublished in: CoRR (2021)
Keyphrases
- machine learning
- computational model
- probabilistic model
- mathematical model
- prior knowledge
- experimental data
- feature selection
- high level
- active learning
- learned models
- support vector machine
- computer vision
- theoretical framework
- classification models
- explanatory power
- statistical model
- data sets
- computational intelligence
- text mining
- multiscale
- e learning
- data mining