Unraveling the distinction between depression and anxiety: A machine learning exploration of causal relationships.
Tiantian WangChuang XueZijian ZhangTingting ChengGuang YangPublished in: Comput. Biol. Medicine (2024)
Keyphrases
- causal relationships
- machine learning
- data mining
- causal discovery
- causal models
- bayesian networks
- causal structure
- previously unknown
- causal relations
- causal networks
- information extraction
- latent variables
- learning algorithm
- influence diagrams
- natural language processing
- fuzzy cognitive maps
- causal effects
- text mining
- decision trees
- supervised learning
- discovery process
- structural descriptions
- observational data
- data analysis
- active learning
- text classification
- linear models
- data sets
- decision problems
- statistically significant