A Workflow for Visual Diagnostics of Binary Classifiers using Instance-Level Explanations.
Josua KrauseAritra DasguptaJordan SwartzYindalon AphinyanaphongsEnrico BertiniPublished in: CoRR (2017)
Keyphrases
- binary classifiers
- instance level
- multi class
- binary classification
- multiple instance
- multi class classification
- multiple instance learning
- semi supervised
- cross validation
- semi supervised clustering
- visual features
- svm classifier
- support vector machine
- training samples
- hyperplane
- least squares
- multi task
- feature selection
- ontology matching
- training data