Interpretability in Machine Learning: on the Interplay with Explainability, Predictive Performances and Models.
Benjamin LeblancPascal GermainPublished in: CoRR (2023)
Keyphrases
- machine learning
- machine learning algorithms
- machine learning methods
- predictive modeling
- statistical models
- real world
- computer vision
- predictive model
- decision trees
- machine learning approaches
- data analysis
- machine learning models
- prediction accuracy
- pattern recognition
- artificial intelligence
- model selection
- probabilistic model
- hidden markov models
- statistical methods
- learning models
- information systems
- data sets