xplainfi: Feature Importance and Statistical Inference for Machine Learning in R

Documenti analoghi

• A Guide to Feature Importance Methods for Scientific Inference
  di: Ewald, Fiona Katharina, et al.
  Pubblicazione: (2024)
• Decomposing Global Feature Effects Based on Feature Interactions
  di: Herbinger, Julia, et al.
  Pubblicazione: (2023)
• CASHomon Sets: Efficient Rashomon Sets Across Multiple Model Classes and their Hyperparameters
  di: Ewald, Fiona Katharina, et al.
  Pubblicazione: (2026)
• On the Robustness of Global Feature Effect Explanations
  di: Baniecki, Hubert, et al.
  Pubblicazione: (2024)
• Analyzing Error Sources in Global Feature Effect Estimation
  di: Heiß, Timo, et al.
  Pubblicazione: (2026)