Assessing Generative Models via Precision and Recall.
Mehdi S. M. SajjadiOlivier BachemMario LucicOlivier BousquetSylvain GellyPublished in: CoRR (2018)
Keyphrases
- precision and recall
- generative model
- information extraction
- probabilistic model
- hierarchical hidden markov models
- discriminative models
- discriminative learning
- mixture model
- em algorithm
- conditional random fields
- prior knowledge
- maximum entropy principle
- generative and discriminative models
- evaluation metrics
- semi supervised
- semi supervised learning
- object categories
- representational power
- document collections
- topic models
- clustering algorithm
- active learning
- decision trees