Estimating the Dynamics of SPARQL Query Results Using Binary Classification.
Alberto Moya LoustaunauAidan HoganPublished in: QuWeDa@ISWC (2019)
Keyphrases
- binary classification
- sparql queries
- multi class
- learning problems
- support vector
- cost sensitive
- generalization error
- multi label
- support vector machine
- prediction accuracy
- graph model
- rdf data
- ensemble methods
- class imbalance
- cost model
- query optimization
- query language
- relational algebra
- machine learning algorithms
- text mining
- learning tasks
- database
- semantic web
- collaborative filtering
- information extraction
- active learning
- relational databases
- feature space
- bayesian networks
- training data
- machine learning