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Deductive Learning

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  • First Online:
Encyclopedia of Machine Learning and Data Mining
  • 171 Accesses

Synonyms

Analytical learning; Explanation-based learning

Definition

Deductive learning is a subclass of machine learning that studies algorithms for learning provably correct knowledge. Typically such methods are used to speedup problem solvers by adding knowledge to them that is deductively entailed by existing knowledge, but that may result in faster solutions.

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© 2017 Springer Science+Business Media New York

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(2017). Deductive Learning. In: Sammut, C., Webb, G.I. (eds) Encyclopedia of Machine Learning and Data Mining. Springer, Boston, MA. https://doi.org/10.1007/978-1-4899-7687-1_206

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