CS-Shapley: Class-wise Shapley Values for Data Valuation in Classification.
Stephanie SchochHaifeng XuYangfeng JiPublished in: CoRR (2022)
Keyphrases
- data sets
- data analysis
- raw data
- image data
- data sources
- database
- feature vectors
- data collection
- classification accuracy
- support vector
- data structure
- training data
- classification method
- missing data
- data processing
- class labels
- attribute values
- data mining techniques
- numerical data
- knowledge discovery
- probability distribution
- feature extraction
- decision trees
- input variables
- game theory
- feature values
- class discrimination
- classification algorithm
- training samples
- image classification
- support vector machine
- knn
- active learning
- pairwise