Are Classification Robustness and Explanation Robustness Really Strongly Correlated? An Analysis Through Input Loss Landscape.
Tiejin ChenWenwang HuangLinsey PangDongsheng LuoHua WeiPublished in: CoRR (2024)
Keyphrases
- strongly correlated
- automatic classification
- data sets
- pattern analysis
- statistical analysis
- pattern recognition
- feature extraction
- classification accuracy
- support vector machine
- high robustness
- classification scheme
- machine learning
- classification models
- decision trees
- heart rate variability
- neural network
- machine learning methods
- supervised learning
- classification rules
- quantitative analysis
- feature selection
- remote sensing
- real time
- classification systems
- classification process
- image analysis
- training set