Bivariate Causal Discovery for Categorical Data via Classification with Optimal Label Permutation.
Yang NiPublished in: NeurIPS (2022)
Keyphrases
- categorical data
- causal discovery
- correspondence analysis
- cluster analysis
- parameter free
- class labels
- markov blanket
- classification accuracy
- numerical data
- pattern recognition
- causal models
- feature space
- training set
- data sets
- feature selection
- causal relationships
- databases
- machine learning
- discovery process
- decision trees
- feature extraction
- attribute values
- bayesian networks
- training data
- supervised learning
- real world
- probabilistic model