Bivariate Causal Discovery for Categorical Data via Classification with Optimal Label Permutation.
Yang NiPublished in: CoRR (2022)
Keyphrases
- categorical data
- causal discovery
- correspondence analysis
- numerical data
- parameter free
- machine learning
- class labels
- pattern recognition
- classification accuracy
- cluster analysis
- markov blanket
- decision trees
- causal structure
- hierarchical latent class models
- conditional independence
- causal relationships
- causal models
- text classification
- experimental data
- attribute values
- dimensionality reduction
- discovery process
- np hard
- training set
- training data
- feature extraction
- feature selection
- real world