Inductive Bias
Inductive Bias
- declarative bias
- syntactic bias: definition of hypothesis language (inductive search space), e.g., definite clauses, first order, second order, fixed vocabulary, ...
- semantic bias: (?) any criteria which filters hypotheses based on what can be established as true, e.g., type constraints on variables, consistency? May be appropriate place for probabilistic measures...