Improved Precision and Recall Metric for Assessing Generative Models.
Tuomas KynkäänniemiTero KarrasSamuli LaineJaakko LehtinenTimo AilaPublished in: CoRR (2019)
Keyphrases
- precision and recall
- generative model
- evaluation metrics
- information extraction
- hierarchical hidden markov models
- probabilistic model
- discriminative learning
- mixture model
- discriminative models
- prior knowledge
- generative and discriminative models
- semi supervised
- expectation maximization
- representational power
- em algorithm
- conditional random fields
- highest precision
- object categories
- hidden variables
- semi supervised learning
- average precision
- data mining
- information retrieval
- supervised learning
- learning algorithm
- machine learning