Boosting First-Order Clauses for Large, Skewed Data Sets.
Louis OliphantElizabeth S. BurnsideJude W. ShavlikPublished in: ILP (2009)
Keyphrases
- inference rules
- first order logic
- horn clauses
- data sets
- theorem prover
- knowledge representation
- feature selection
- inductive logic programming
- training data
- real world data sets
- class distribution
- data sources
- weak classifiers
- synthetic data
- benchmark data sets
- logical formulas
- ensemble methods
- cost sensitive
- data distribution
- higher order
- search space
- training set
- data streams