Using SHAP Values to Validate Model's Uncertain Decision for ML-based Lightpath Quality-of-Transmission Estimation.
Hadi HoussianyOmran AyoubCristina RottondiAndrea BiancoPublished in: ICTON (2023)
Keyphrases
- parameter values
- parameter estimation
- decision making
- probabilistic model
- high quality
- experimental data
- high level
- management system
- sensitivity analysis
- computational model
- decision model
- real world
- estimation algorithm
- kalman filter
- statistical model
- decision rules
- maximum likelihood
- image quality
- decision makers
- learning algorithm