Opportunities
for ILP in DM (1)
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Representation of Data: allows
dealing with multiple tables, complex schemas, etc naturally.
-
Representation of Model: naturally
allows relations to be accommodated, including full logic programs.
-
Feature extraction: as preprocessing,
during search, allows prior knowledge to be expressed and used in transforming
data representation.
-
Prior/Domain Knowledge: representation
and use of prior knowledge in discovery.
