All Outputs (3)

Learning Chomsky-like grammars for biological sequence families (2000)
Presentation / Conference Contribution

This paper presents a new method of measuring performance when positives are rare and investigates whether Chomsky-like grammar representations are useful for learning accurate comprehensible predictors of members of biological sequence families. The... Read More about Learning Chomsky-like grammars for biological sequence families.

Measuring performance when positives are rare: relative advantage versus predictive accuracy - a biological case-study (2000)
Presentation / Conference Contribution

This paper presents a new method of measuring performance when positives are rare and investigates whether Chomsky-like grammar representations are useful for learning accurate comprehensible predictors of members of biological sequence families. The... Read More about Measuring performance when positives are rare: relative advantage versus predictive accuracy - a biological case-study.

Theory completion using inverse entailment (2000)
Book Chapter

The main real-world applications of Inductive Logic Programming (ILP) to date involve the "Observation
Predicate Learning" (OPL) assumption, in which both the
examples and hypotheses define the same predicate. However, in both scientific discovery... Read More about Theory completion using inverse entailment.