A Workflow for Visual Diagnostics of Binary Classifiers using Instance-Level Explanations.
Josua KrauseAritra DasguptaJordan SwartzYindalon AphinyanaphongsEnrico BertiniPublished in: VAST (2017)
Keyphrases
- binary classifiers
- instance level
- multi class
- binary classification
- multiple instance
- multi class classification
- cross validation
- hyperplane
- learning problems
- training samples
- ontology matching
- svm classifier
- semi supervised clustering
- high dimensional
- pairwise
- support vector
- loss function
- prediction accuracy
- ls svm
- support vector machine