Measuring Feature Dependency of Neural Networks by Collapsing Feature Dimensions in the Data Manifold.
Yinzhu JinMatthew B. DwyerP. Thomas FletcherPublished in: CoRR (2024)
Keyphrases
- data sets
- neural network
- high quality
- synthetic data
- computer systems
- data collection
- data processing
- database
- statistical analysis
- data distribution
- small number
- missing values
- image data
- knowledge discovery
- data sources
- xml documents
- feature vectors
- original data
- feature values
- irrelevant features
- image features
- data analysis
- data structure
- genetic algorithm