AdViCE: Aggregated Visual Counterfactual Explanations for Machine Learning Model Validation.
Oscar GomezSteffen HolterJun YuanEnrico BertiniPublished in: IEEE VIS (Short Papers) (2021)
Keyphrases
- model validation
- machine learning
- visual representations
- pattern recognition
- artificial intelligence
- low level
- machine learning algorithms
- visual features
- visual information
- text mining
- machine learning approaches
- visual perception
- high level
- learning algorithm
- reinforcement learning
- text classification
- genetic algorithm
- data mining
- machine learning and data mining
- real time
- learning problems
- learning tasks
- explanatory power
- semi supervised learning
- knowledge acquisition
- vision system
- supervised learning
- information extraction
- knowledge discovery
- knowledge representation
- decision trees
- feature selection
- computer vision