Causality-based counterfactual explanation for classification models.

Tri Dung Duong Qian Li Guandong Xu

Published in: Knowl. Based Syst. (2024)

Keyphrases

classification models
causal reasoning
causal models
decision trees
training data
feature selection
directed acyclic graph
feature set
causal knowledge
software quality classification
learning models
decision tree algorithm
models built
data sets
search algorithm
feature ranking
attribute selection