ICAM: Interpretable Classification via Disentangled Representations and Feature Attribution Mapping.
Cher BassMariana da SilvaCarole H. SudrePetru-Daniel TudosiuStephen M. SmithEmma C. RobinsonPublished in: CoRR (2020)
Keyphrases
- feature vectors
- pattern recognition
- classification accuracy
- support vector
- classification process
- image classification
- feature set
- discriminative features
- feature selection
- feature representation
- classification algorithm
- decision rules
- classification models
- classification method
- automatic classification
- classification rules
- pattern classification
- classification scheme
- object classification
- feature analysis
- feature weights
- classification rate
- classification systems
- data sets
- unbalanced data
- class labels
- machine learning algorithms
- text classification
- feature space
- feature extraction
- feature subset
- machine learning methods
- unsupervised learning
- multi class
- support vector machine
- input features
- decision trees
- intermediate representation
- neural network