high-order interactions for feature importance(English)
- gain in predictability from including a specific variable can be quantified either through conditional mutual information (as a reduction in entropy) or LOCO (as a reduction in error variance). Also denoted as HiFi
- DIP, LOCO, PID, XAI
- Medical informatics, Artificial intelligence, Statistics, Entropy
- https://doi.org…evE.111.L033301
- https://doi.org…734-025-02076-y