Rule Induction Algorithm

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A Rule Induction Algorithm is an induction algorithm that produces a rule-based model.



References

2019

2018a

1. Input saliency computation (§ 3.1)
2. Input transformation and selection (§ 3.2)
3. Rule induction (§ 3.3)
The entire pipeline is depicted in Figure 1.

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2018b

2017a

2017b

2009a

2009b

2001

1997

1996

1995a

1995b

1995c

1995d

1993

1991

1990

1989

1987

  • (Rivest, 1987) ⇒ R. L. Rivest. (1987). “Learning Decision Lists.” In: Machine Learning, 2.

1986

  • R. S. Michalski, I. Mozetic, J. Hong, and N. Lavrac. (1986). “The multi-purpose incremental learning system AQ 15 and its testing application to three medical domains.” In: Proceedings of the Fifth National Conference on Artificial Intelligence.

1983

  • R. S. Michalski. (1983). “A Theory and Methodology of Inductive Learning.” In: Artificial Intelligence, 20.