Towards a Theory of Faithfulness: Faithful Explanations of Differentiable Classifiers over Continuous Data.

Nico Potyka Xiang Yin Francesca Toni

Published in: CoRR (2022)

Keyphrases

continuous data
discrete data
tree leaves
expressive power
decision trees
data streams
objective function
training set
training data
naive bayes
causal models
continuous attributes
machine learning
feature vectors
fuzzy logic
training samples
classification algorithm
categorical data
probabilistic xml