Positive and Unlabeled Relational Classification Through Label Frequency Estimation.
Jessa BekkerJesse DavisPublished in: ILP (2017)
Keyphrases
- relational classification
- partially labeled
- relational data
- collective inference
- statistical relational learning
- class labels
- positive and negative
- collective classification
- relational databases
- semi supervised learning
- labeled data
- relational learning
- unlabeled data
- unsupervised learning
- prior knowledge
- multi label
- structured data
- graphical models
- supervised learning
- markov networks
- information extraction
- data points
- training set