Prototype-based Counterfactual Explanation for Causal Classification.

Tri Dung Duong Qian Li Guandong Xu

Published in: CoRR (2021)

Keyphrases

causal reasoning
support vector
feature extraction
classification accuracy
decision trees
pattern recognition
automatic classification
pattern classification

database
classification scheme
feature vectors
machine learning
classification process
classification systems
object classification
markov blanket

document classification
decision rules
support vector machine svm
support vector machine
preprocessing
classification rules
causal models
classification rate

supervised classification
causal relationships
training samples
eeg signals
semi supervised
logical framework
causal knowledge
causal explanation