Multiple-Instance Regression with Structured Data.
Kiri L. WagstaffTerran LaneAlex RoperPublished in: ICDM Workshops (2008)
Keyphrases
- structured data
- multiple instance
- regression problems
- multiple instance learning
- real valued
- linear regression
- learning problems
- relational data
- genetic programming
- concept learning
- relational learning
- information extraction
- semi supervised learning
- xml documents
- cross validation
- data sources
- model selection
- metadata
- feature selection
- learning machines
- maximum margin
- information retrieval
- data mining
- support vector machine
- hyperparameters
- gaussian processes
- search engine
- genetic algorithm