Accurate and robust Shapley Values for explaining predictions and focusing on local important variables.
Salim I. AmoukouNicolas J.-B. BrunelTangi SalaünPublished in: CoRR (2021)
Keyphrases
- computationally efficient
- highly accurate
- input variables
- variable selection
- high accuracy
- target variable
- real time
- completely automatic
- high precision
- conditional probabilities
- parameter tuning
- environmental variables
- sufficiently accurate
- completely automated
- robust segmentation
- continuous variables
- attribute values
- probability distribution
- artificial neural networks
- multi agent
- image sequences
- data sets