Causal Dependence Plots for Interpretable Machine Learning.
Joshua R. LoftusLucius E. J. BynumSakina HansenPublished in: CoRR (2023)
Keyphrases
- machine learning
- computer vision
- bayesian networks
- learning systems
- pattern recognition
- learning algorithm
- data mining
- knowledge acquisition
- machine learning approaches
- causal relationships
- machine learning algorithms
- natural language processing
- support vector machine
- artificial intelligence
- information extraction
- causal reasoning
- machine learning and data mining
- feature selection
- inductive learning
- learning problems
- machine learning methods
- decision trees
- reinforcement learning
- learning tasks
- case study
- causal models
- computational biology
- model selection
- text mining
- data analysis
- causal discovery
- causal theories