Do Feature Attribution Methods Correctly Attribute Features?
Yilun ZhouSerena BoothMarco Tílio RibeiroJulie ShahPublished in: CoRR (2021)
Keyphrases
- benchmark datasets
- discriminative features
- feature subset
- significant improvement
- predictive features
- machine learning methods
- image features
- high dimensional data
- classification method
- predictive power
- computational cost
- feature space
- selecting features
- feature set
- feature analysis
- redundant features
- extracting features
- single feature
- preprocessing
- object recognition
- feature interactions
- gabor features
- multiple features
- feature descriptors
- image classification