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AdViCE: Aggregated Visual Counterfactual Explanations for Machine Learning Model Validation.
Oscar Gomez
Steffen Holter
Jun Yuan
Enrico Bertini
Published in:
CoRR (2021)
Keyphrases
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model validation
machine learning
feature selection
visual representations
decision trees
visual features
pattern recognition
machine learning and data mining
visual perception
text classification
machine learning methods
machine learning algorithms
inductive learning
visual cues
explanation based learning
visual appearance
learning algorithm
learning tasks
data mining
knowledge acquisition
support vector machine
computer vision
kernel methods
visual information
human visual system
model selection
machine learning approaches
information extraction
knowledge representation
case study
website