Bias/Variance Analysis for Relational Domains.
Jennifer NevilleDavid D. JensenPublished in: ILP (2007)
Keyphrases
- relational domains
- bias variance analysis
- machine learning
- relational data
- ensemble methods
- inductive logic programming
- multi relational
- concept learning
- transfer learning
- learning algorithm
- statistical relational learning
- bias variance
- markov logic
- relational structures
- first order logic
- relational models
- markov logic networks
- rule learning
- graphical models
- representing knowledge
- relational learning
- support vector
- prediction accuracy
- trade off
- machine learning methods
- decision trees
- relational databases
- knowledge representation
- benchmark datasets
- probabilistic logic
- web scale
- knowledge base
- information extraction
- feature selection
- semi supervised learning