Explaining Random Forests using Bipolar Argumentation and Markov Networks (Technical Report).
Nico PotykaXiang YinFrancesca ToniPublished in: CoRR (2022)
Keyphrases
- random forests
- markov networks
- technical report
- graphical models
- maximum likelihood
- random forest
- belief propagation
- first order logic
- decision trees
- logistic regression
- bayesian networks
- machine learning algorithms
- ensemble methods
- probabilistic model
- conditional random fields
- bayesian inference
- markov random field
- hidden variables
- conditional probabilities
- inductive logic programming
- posterior probability
- document classification
- loss function
- computer vision
- information retrieval
- stereo matching
- machine learning
- generative model
- genetic algorithm