Local and Global Explainability Metrics for Machine Learning Predictions.
Cristian MuñozKleyton da CostaBernardo ModenesiAdriano S. KoshiyamaPublished in: CoRR (2023)
Keyphrases
- machine learning
- machine learning methods
- machine learning algorithms
- feature selection
- machine learning and data mining
- pattern recognition
- data analysis
- computer vision
- knowledge acquisition
- support vector machine
- text mining
- application of machine learning methods
- machine learning approaches
- inductive learning
- database systems
- learning algorithm
- supervised learning
- natural language processing
- information extraction
- reinforcement learning
- multiscale
- decision trees
- quality measures
- information systems
- global information
- multidatabase systems
- data sets