RegRocket: Scalable Multinomial Autologistic Regression with Unordered Categorical Variables Using Markov Logic Networks.
Ibrahim SabekMashaal MuslehMohamed F. MokbelPublished in: ACM Trans. Spatial Algorithms Syst. (2019)
Keyphrases
- markov logic networks
- categorical variables
- structure learning
- probabilistic reasoning
- first order logic
- markov networks
- regression model
- graphical models
- probabilistic model
- probabilistic graphical models
- text categorization
- bayesian network classifiers
- text classification
- gaussian processes
- em algorithm
- bayesian networks
- maximum likelihood
- bayesian classifier
- expectation maximization
- random variables
- bayesian classifiers
- support vector