Feature Necessity & Relevancy in ML Classifier Explanations.
Xuanxiang HuangMartin C. CooperAntónio MorgadoJordi PlanesJoão Marques-SilvaPublished in: TACAS (1) (2023)
Keyphrases
- feature vectors
- feature set
- feature space
- svm classifier
- feature extraction
- feature maps
- image features
- maximum likelihood
- multiple features
- training data
- feature selection
- classification method
- learning algorithm
- extracted features
- feature subset
- class labels
- support vector
- face recognition
- multi class
- classification scheme
- linear classifiers
- neural network
- ensemble classifier
- feature values
- feature weighting
- learning phase
- selection scheme
- complementary features