Partial Information Decomposition for Data Interpretability and Feature Selection.
Charles WestphalStephen HailesMirco MusolesiPublished in: CoRR (2024)
Keyphrases
- feature selection
- data sets
- partial information
- data analysis
- high dimensional data
- data sources
- database
- training data
- knowledge discovery
- feature extraction
- input data
- data processing
- support vector
- data points
- data collection
- feature selection algorithms
- irrelevant features
- autonomous agents
- mutual information
- dimensionality reduction
- general purpose