CS-Shapley: Class-wise Shapley Values for Data Valuation in Classification.
Stephanie SchochHaifeng XuYangfeng JiPublished in: NeurIPS (2022)
Keyphrases
- data sets
- database
- image data
- original data
- data collection
- training data
- data quality
- input data
- class membership
- multiple classes
- feature values
- input variables
- classification algorithm
- class labels
- high dimensional data
- data processing
- text classification
- multi class
- data points
- classification accuracy
- data analysis
- feature selection
- image classification
- data mining techniques
- attribute values
- user defined
- raw data
- multi class classification
- support vector
- label information
- machine learning