Learning Rule Sets Summary
- Learn-One-Rule searches from general to specific.
- Find-S searches from specific to general.
- There are many maximally specific, but only one maximally
general.
- Learn-One-Rule is generate-then-test search.
- It could be example-driven, where individual training
examples constrain the generation of hypotheses.
- In generate-then-test each choice in the search is based
on the hypothesis performance over many examples, so impact of
noisy data is minimize. Noise can have large impact in
example-driven.
José M. Vidal
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