Interpreting Black-Box Classifiers Using Instance-Level Visual Explanations.
Paolo TamagniniJosua KrauseAritra DasguptaEnrico BertiniPublished in: HILDA@SIGMOD (2017)
Keyphrases
- black box
- instance level
- black boxes
- multiple instance
- white box
- training data
- test cases
- ontology matching
- supervised classification
- feature selection
- visual features
- test set
- support vector
- database
- class labels
- semi supervised clustering
- training set
- machine learning algorithms
- semi supervised
- constrained clustering
- decision trees
- databases