Generative Clausal Networks: Relational Decision Trees as Probabilistic Circuits.
Fabrizio VentolaDevendra Singh DhamiKristian KerstingPublished in: ILP (2021)
Keyphrases
- decision trees
- generative model
- causal networks
- probabilistic model
- statistical relational learning
- probabilistic networks
- probabilistic relational
- bayesian networks
- data driven
- inductive logic programming
- naive bayes
- social networks
- data model
- relational databases
- machine learning
- random forests
- decision tree learning
- random forest
- uncertain data
- relational data
- machine learning algorithms
- theorem proving
- high speed
- relational learning
- multi relational
- probabilistic logic
- posterior probability
- decision tree algorithm
- training data
- link prediction
- markov logic networks
- decision rules